US20190195864A1

US20190195864A1 - Cell-free sensor systems

Info

Publication number: US20190195864A1
Application number: US16/325,649
Authority: US
Inventors: James E. Spoonamore; Matthew R. Dunn; Noah D. Taylor; Kristin J. ADOLFSEN; IIan N. WAPINSKI; Jay H. Konieczka
Original assignee: EnEvolv Inc
Current assignee: EnEvolv Inc
Priority date: 2016-08-15
Filing date: 2017-08-15
Publication date: 2019-06-27
Also published as: EP3497115A1; CA3033372A1; WO2018035159A1; EP3497605A4; EP3497115A4; EP4053146A2; CA3033374A1; US11774442B2; US20190204303A1; EP4053146A3; WO2018035158A1; EP3497605A1

Abstract

The present described inventions relate, inter alia, to methods and compositions that provide for improved detection of target molecules in, for example, bioengineering.

Description

CROSS-REFERENCE TO RELATED APPLICATIONS

This application claims the benefit of U.S. Provisional Application Nos. 62/375,305, filed Aug. 15, 2016; 62/375,301, filed Aug. 15, 2016; 62/378,999, filed Aug. 24, 2016; and 62/379, 002, filed August 24, 2016, the contents of which are hereby incorporated by reference herein in their entirety.

FIELD

The present described inventions relate, inter alia, to methods and compositions that provide for a cell-free system for engineering and deploying allosteric sensor proteins.

BACKGROUND

A key objective of synthetic biology is the efficient production of high value target molecules. But, a significant unsolved bottleneck in the bioengineering design-build-test cycle is in the test phase due to screening limitations. One possible solution to this bottleneck is the use of molecular sensors. Indeed, sensors that recognize industrially important molecules are rapidly becoming part of metabolic engineering strategies to improve enzymatic bioproduction and detection. However, coupling a response to the detection of a specific target is an engineering challenge in itself.
The use of allosteric proteins—single proteins that directly couple the recognition of a molecule of interest to a response has been proposed. Allostery is a common feature of proteins, in which the behavior at an ‘active’ site is altered by binding of an effector to a second or ‘allosteric’ site, often quite distant from the first (about 10A or more). The altered behavior can either directly or indirectly lead to a change in the protein's activity and thereby elicit a detectable response.
The use of bacterial allosteric transcription factors (aTFs)—single proteins that directly couple the recognition of a small molecule to a transcriptional output—has been proposed (Taylor, et al. Nat. Methods 13(2): 177). The protein's conformational change caused by effector binding modulates its affinity for a specific operator DNA sequence, which alters gene expression by up to 5000-fold. Any strategy to engineer aTF sensors for new molecular recognition engineers both the sensing and actuation functions that are needed for a sensing device to operate. This makes aTF sensors an exciting paradigm to address the sense-and-respond challenge that is central to many applications of synthetic biology.
The use of circulary permuted reporter proteins about the active site of a second conformationally dynamic effector protein presents an alternative method for directly coupling the recognition of a molecule to a response.
The protein's conformational change caused by effector binding results in a shift in protein structure that can be repurposed to switch a reporter protein from an inactive to active state or vice versa. This response can either be positive or negative as well as stoichiometric or amplifiable. For example, the circular permutation of GFP about the binding site of a protein has resulted in a fluorescent state that is directly coupled to the binding of a small molecule effector. Since one protein may bind a specific number of molecules based on its structure and relative affinity, the result leads to a stoichiometric fluorescent signal directly correlated to the amount of ligand-bound protein present. Permutation of an enzyme about the active site on the other hand results in signal amplification as a single effector molecule leads to multiple functional turnovers for the reporter enzyme. Further, effector modulated presentation of a degradation tag results in the selective reduction in a protein that may either have a beneficial or derogatory effect on cellular state.
One of the challenges of engineering sensor proteins—such as aTFs, circularly permuted reporter-binders, and allosterically controlled degradation tags—to recognize target molecules is that the host cell in which the molecular biology is conducted may not permit sufficiently adjustable concentrations of the target molecule to allow a measurable on/off response of the engineered protein. Simple introduction of the target molecule into the growth medium exogenously or through bioproduction may not be a suitable approach because the target molecule may be excluded from, transported out of, toxic to, or chemically altered by the cell or the target molecule's concentration is actively controlled by the cell. These active or passive mechanisms modulating the effective concentration of the ligand convolutes the sensor's ability to respond to the true concentration of the ligand being added or produced.
Furthermore, proteins are often sensitive to deviations in their environmental conditions—such as buffer compositions, metabolite profiles, temperature, etc.—that may lead to deviations in protein activity. Allosteric proteins also suffer to various degrees to this phenomenon. As a result, their phenotypic sensitivity to cellular environment when used as a biological sensor system has the potential to skew results as the environmental conditions are artificially or biologically adjusted.
Further, protein engineering usually occurs through discrete steps in function from wild type to desired activity. In the case of ligand binding, both affinity and specificity for a target molecule is usually gained in incremental steps that tend to weaken affinity and broaden specificity before the wild-type activity is lost. This phenomenon presents a specific challenge for engineering biosensors within cells where the natural ligands will likely be present and therefore generate a detectable sensor response that may convolute the desired response. This interference may obstruct identification of sensors with low to medium activity for the desired ligand as the response to the wild type ligand may be greater than the response to the targeted ligand. This interference may also present itself when deploying engineered sensors as the wild type ligand response may obstruct the response to the desired metabolite. Therefore, depending on the ubiquity of the native ligand, there is a need to separate the sensor system from the wild-type environment in the beginning steps of the sensor engineering process as well as in their deployment.
This same challenge presents itself when engineering a sensor's DNA binding sites to recognize a new DNA sequence for allosteric transcription factors and their response regulators for multiple-component systems. In order to substantially change the DNA binding site (operator site) specificity to a completely novel and foreign site often requires iterative steps that transition in specificity from wild-type, to broad specificity, to new target.
Additionally, these intermediate steps may demonstrate off-target effects by binding to unknown and unpredictable locations leading to unwarranted changes in cellular state. Therefore, intermediate steps for engineering operator sites may be required to be performed in an acellular environment.
As a result, there is a need for improved compositions and methods for both developing engineered allosteric sensor proteins as well as deploying them for sensing target molecules in a manner not limited by the cellular environment.

BRIEF DESCRIPTION OF THE FIGURES

FIG. 1 shows a schematic of the methods/systems of non-limiting embodiments of the invention. Specifically, panel A shows a strategy for temporal control in the reporter assays using a orthogonal sensor for engineered tetR sensors in the case where the engineered sensor is non-functional and panel B shows a strategy for temporal control in the reporter assays using a orthogonal sensor for engineered tetR sensors in the case where the engineered sensor is functional.

FIG. 2 shows an illustrative overview of the cell-free transcription factor screening strategy using bulk emulsions. Specifically, panel A shows a pool of allosteric transcription factors (aTF) expressed in E. coli and encapsulated in water-in-oil droplets generated in bulk. Each droplet contains the effector of interest, the polymerase reporter DNA under negative control through the aTF operator, primers specific to the aTF gene, and a chemical or enzymatic lytic agent. Panel B shows a more detailed view of the reporter strategy. aTFs that respond to the effector result in production of Kod polymerase that is then utilized to amplify the aTF genotype by PCR. Enriched amplicons are recovered from the emulsion and then cloned back into their expression vectors for subsequent rounds of screening.

FIG. 3 shows an overview of the cell-free transcription factor screening strategy using microfluidically generated emulsions. Specifically, panel A shows a pool of allosteric transcription factors (aTF) are expressed in E. coli and encapsulated in water in oil droplets generated microfluidically. The effector, polymerase reporter gene, primers, and lytic agent are introduced through a second internal aqueous inlet. aTFs are enriched using the strategy presented in Figure (panel b), panel B and C show photographs of the droplet production chips from Dolomite Microfluidics for reference, but any microfluidic chip may be used. Panel D shows schematic of the flow focusing junction producing water-in-oil droplets. Panel E shows photograph of water-in-oil droplet formation. The channel width is 14 μm for scale, and panel F shows water-in-oil droplets are stable for more than 1 week at 37° C. and are monodisperse with a size of ˜15±1 μm.

FIG. 4 shows an illustrative overview of the cell-free RNA transcription-based reporter strategy. A pool of allosteric transcription factors (aTF) are expressed in E. coli and encapsulated in water in oil droplets either microfluidically or in bulk. The effector, IVT reagents, and lytic agent re-introduced separately. After encapsulation, the droplets are incubated at 37° C. to promote lysis releasing the aTFs. aTFs that respond to the effector result in RNA transcription that is then utilized to amplify the aTF genotype by RT-PCR. Enriched amplicons are recovered from the emulsion and then cloned back into their expression vectors for subsequent rounds of screening. This strategy may replace the DNA polymerase strategy in FIG. 2 and FIG. 3.

FIG. 5 shows an overview of the cell-free transcription factor screening strategy using microfluidically generated double emulsions. Specifically, panel A shows a pool of allosteric transcription factors (aTF) are expressed in E. coli and encapsulated in water in oil droplets generated in bulk. Each droplet contains the effector of interest, the enzyme reporter DNA under negative control through the aTF operator, a fluorogenic substrate, and a chemical or enzymatic lytic agent. After encapsulation, the droplets are incubated at 37° C. to promote lysis releasing the aTFs. aTFs that respond to the effector result in production of the reporter enzyme. The single emulsions are then converted into a water-in-oil double emulsion and sorted by FACS, panel B shows the water-in-oil emulsions either receive no E. coli, receive an E. coli expressing an unresponsive aTF, or an E. coli containing a responsive aTF resulting in the production of fluorescent signal, panel C shows photograph of double emulsion formation. The channel width is 14 pm for scale, panel D shows photograph of water-in-oil-in-water droplets that are stable for more than 1 week at 24° C. and are monodisperse with a size of ˜20±2.2 μm, and panel E shows Schematic of the second emulsion. d, Photograph of double emulsion formation.

FIG. 6 shows single chip water-in-oil-in-water formation for cell-free transcription factor screening. Specifically, panel A shows a schematic representation of the chip design, and panel B shows a photograph of the single chip design in PDMS producing double emulsions in one step. channel width is 50 μm for scale.

FIG. 7 shows sensitivity and dynamic range of beta-glucosidase fluorogenic reporter substrate.

FIG. 8 shows sensitivity and dynamic range of Antarctic phosphatase (AP) fluorogenic reporter substrate.

FIG. 9 shows aTF-dependent control of T7 transcription in vitro.

FIG. 10 shows the dose response of 4 TetR sensors engineered to detect the target molecule nootkatone (CE3, GF1, GA3, and CG5) and wild type TetR (p523) to nootkatone and ATc.

FIG. 11 shows flow cytometry data of p1174 plasmid causing loss of the p1057 target plasmid

FIG. 12 shows dilutions of cultures on selective media for either p1174 or p1057 to estimate loss of carb plasmid.

SUMMARY

Accordingly, in general, methods and compositions that improve the development of engineered, allosteric sensor proteins, such as engineered aTFs, as wells their utility in detection and/or production of target molecules in cell-free environments are provided. Furthermore, engineered sensors are not limited to their utility within the environment in which they were derived, i.e. cellularly derived sensors may also be deployed in acellular environments and vice versa. Accordingly, the present invention provides compositions and methods that allow for the detection and/or production of target molecules and can be produced in manners that are independent of limiting processes of a cell and therefore not contingent on, for example, retention of the target molecule within a cell, e.g. a healthy cell.
In various embodiments, the present invention is not necessarily limited by an inherent toxicity of the target molecules to a cell, the ability of any target molecule to enter or remain inside screening strain cells, or the ability of any target molecule to be unaltered by cellular machinery. Further, the present invention is not limited by the sensing of molecules either small or large, but may be extended to cellular states such as redox potential and charge. Further, the present invention is not limited to the utility of allosteric transcription factors that directly bind to a DNA operator, but may use effector domains that propagate though protein cascades such as two component systems. Accordingly, the present methods and compositions allow for measurable on/off response of the engineered protein that is not limited by the ability of a cell to withstand or maintain measurable concentrations.
In one aspect, the present invention relates to compositions and methods for making an engineered protein sensor and/or switch, e.g. from an allosteric protein, e.g. a transcription factor, that binds to and allows detection of a target molecule, wherein the engineered protein sensor and/or switch is produced and screened at least in part, acellularly, and/or allows target molecules to be screened either cellularly or acellularly.
In one embodiment, there is a provided method of making an allosteric sensor and/or switch that binds controllably to a ligand different from that of the wild type ligand. The engineered sensor and/or switch binds to and allows detection of the target molecule through a detectable response wherein the engineered protein sensor and/or switch is produced and screened at least in part, acellularly, and/or allows target molecules to be screened acellularly not limited to methods as described above.
In a further embodiment, there is a provided method of making an allosteric sensor and/or switch that binds controllably to an engineered DNA sequence different from that of the wild type sequence in response to the binding of a target molecule. The engineered sensor and/or switch binds to and allows detection of a target molecule through binding to an engineered DNA sequence wherein the engineered protein sensor and/or switch is produced and screened at least in part, acellularly, and/or allows target molecules to be screened acellularly not limited to methods as described above.
In various embodiments, the allosteric sensor and or switch may be engineered to recognize both a new ligand as well as a new DNA binding site simultaneously.
In another aspect, the present invention relates to compositions and methods for deploying sensors and/or switches to detect the production of target molecules. In various embodiments, the engineered sensor and/or switch developed acellularly may be used either in a cellular or acellular environment. In further embodiments, an engineered sensor and/or switched developed cellularly may be used in an acellular environment.
In various aspects, the present invention relates to a method of making an allosteric DNA-binding protein sensor and/or switch which binds to a target molecule. The method comprises steps of (a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a DNA-binding protein sensor and/or switch for an ability to bind a target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield a candidate allosteric DNA-binding protein sensor and/or switch having an ability to bind a target molecule; (b) providing a host cell with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and a nucleic acid encoding a reporter gene system and selecting for a cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system; (c) isolating nucleic acids from the cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system and contacting the isolated nucleic acids with an in vitro transcription (IVT) or an in vitro transcription and translation (IVTT) mixture, the IVT or IVTT mixture comprising a target molecule and a detection reagent; and (d) interrogating the IVT or IVTT mixture for reporter response, the reporter response being indicative of target molecule binding to the candidate allosteric DNA-binding protein sensor and/or switch.
In various embodiments, the allosteric DNA-binding protein sensor and/or switch is an engineered prokaryotic transcriptional regulator family member optionally selected from a LysR, AraC/XylS, TetR, LuxR, Lacl, ArsR, MerR, AsnC, MarR, NtrC (EBP), OmpR, DeoR, Cold shock, GntR, and Crp family member.
In various embodiments, the target molecule is a small molecule that is not a native ligand of the wild type candidate allosteric DNA-binding protein sensor and/or switch.
In various embodiments, the target molecule is an antibiotic.
In various embodiments, step (a) comprises mutating an allosteric protein.
In various embodiments, the nucleic acid is provided to the host cell by one or more of electroporation, chemical transformation, ballistic transformation, pressure induced transformation, electrospray injection, mechanical shear forces induced, for example, in microfluids, and carbon nanotubes, nanotube puncture, induced natural competence mechanisms of an organism, merging of protoplasts, and conjugation with Agrobacterium.
In various embodiments, the host cell is selected from a eukaryotic or prokaryotic cell, selected from a bacterial, yeast, algal, plant, insect, mammalian cells, and immortalized cell.
In various embodiments, the reporter gene system comprises a protein having a unique spectral signature and/or assayable enzymatic activity.
In various embodiments, the IVT or IVTT mixture comprises a coupled or linked system.
In various embodiments, the reporterresponse is a direct amplification of the genotype of the allosteric protein.
In various embodiments, the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises a single nucleic acid vector.
In various embodiments, the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises two nucleic acid vectors.
In various embodiments, the method further comprises a step of (e): isolating the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch, e.g., comprising use of flasks, culture tubes, and plastic ware, microliter plates, patterned microwells, or microdroplets generated either in bulk or microfluidically.
In various aspects, the present invention relates to a method of making an allosteric DNA-binding protein sensor and/or switch which binds to a target molecule. The method comprises steps of (a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a DNA-binding protein sensor and/or switch for an ability to bind a target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield a DNA-binding protein sensor and/or switch which has an ability to bind a target molecule; (b) providing a host cell with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and a nucleic acid encoding a reporter gene system and selecting for a cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system; (c) isolating nucleic acids from the cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system and contacting the isolated nucleic acids with an in vitro transcription (IVT) or an in vitro transcription and translation (IVTT) mixture, the IVT or IVTT mixture comprising a target molecule and a detection reagent; and (d) interrogating the IVT or IVTT mixture by nucleic acid sequencing before and after selection to determine those molecules that have become functionally enriched.
In various embodiments, the allosteric DNA-binding protein sensor and/or switch is an engineered prokaryotic transcriptional regulator family member optionally selected from a LysR, AraC/XylS, TetR, LuxR, Lacl, ArsR, MerR, AsnC, MarR, NtrC (EBP), OmpR, DeoR, Cold shock, GntR, and Crp family member.
In various embodiments, the target molecule is a small molecule that is not a native ligand of the wild type candidate allosteric DNA-binding protein sensor and/or switch.
In various embodiments, the target molecule is an antibiotic.
In various embodiments, step (a) comprises mutating an allosteric protein.
In various embodiments, the nucleic acid is provided to the host cell by one or more of electroporation, chemical transformation, ballistic transformation, pressure induced transformation, electrospray injection, mechanical shear forces induced, for example, in microfluids, and carbon nanotubes, nanotube puncture, induced natural competence mechanisms of an organism, merging of protoplasts, and conjugation with Agrobacterium.
In various embodiments, the host cell is selected from a eukaryotic or prokaryotic cell, selected from a bacterial, yeast, algal, plant, insect, mammalian cells, and immortalized cell.
In various embodiments, the reporter gene system comprises a protein having a unique spectral signature and/or assayable enzymatic activity.
In various embodiments, the IVT or IVTT mixture comprises a coupled or linked system.
In various embodiments, the reporter response is a direct amplification of the genotype of the allosteric protein.
In various embodiments, the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises a single nucleic acid vector.
In various embodiments, the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises two nucleic acid vectors.
In various embodiments, the method further comprises a step of (e): isolating the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch, e.g., comprising use of flasks, culture tubes, and plastic ware, microliter plates, patterned microwells, or microdroplets generated either in bulk or microfluidically.
In various aspects, the present invention relates to a method of making an allosteric DNA-binding protein sensor and/or switch which binds to a target molecule. The method comprising steps of (a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a DNA-binding protein sensor and/or switch for an ability to bind a target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield the candidate allosteric DNA-binding protein sensor and/or switch having an ability to bind a target molecule; (b) contacting a solid support with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and selecting for a solid support comprising the candidate allosteric DNA-binding protein sensor and/or switch; (c) isolating nucleic acids from the solid support comprising the candidate allosteric DNA-binding protein sensor and/or switch and contacting the isolated nucleic acids with an in vitro transcription (IVT) or an in vitro transcription and translation (IVTT) mixture; (d) introducing a reporter gene system, detection reagent, and target molecule, and interrogating the mixture for a reporter response, the reporter response being indicative of the target molecule binding to the candidate allosteric DNA-binding protein sensor and/or switch.
In various embodiments, the solid support is a nanoparticle and a microparticle, a bead, a nanobead, a microbead, or an array.
In various embodiments, the candidate allosteric DNA-binding protein sensor and/or switch is an engineered prokaryotic transcriptional regulator family member optionally selected from a LysR, AraC/XylS, TetR, LuxR, Lacl, ArsR, MerR, AsnC, MarR, NtrC (EBP), OmpR, DeoR, Cold shock, GntR, and Crp family member.
In various embodiments, the target molecule is a small molecule that is not a native ligand of the wild type candidate allosteric DNA-binding protein sensor and/or switch.
In various embodiments, the target molecule is an antibiotic.
In various embodiments, step (a) comprises mutating an allosteric protein.
In various embodiments, the reporter gene system comprises a protein having a unique spectral signature and/or assayable enzymatic activity.
In various embodiments, the IVT or IVTT mixture comprises a coupled or linked system.
In various embodiments, the reporter response is a direct amplification of the genotype of the allosteric protein.
In various embodiments, the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises a single nucleic acid vector.
In various embodiments, the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises two nucleic acid vectors.
In various embodiments, the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch comprises a synthetic DNA, amplified DNA, or amplified RNA.
In various embodiments, the method further comprises a step of (e): isolating the nucleic acid encoding the allosteric DNA-binding protein sensor and/or switch, e.g., comprising use of flasks, culture tubes, and plastic ware, microliter plates, patterned microwells, or microdroplets generated either in bulk or microfluidically.
In various aspects, the present invention relates to a method for making a target molecule in a biological cell. The method comprises steps of (a) engineering the biological cell to produce the target molecule; (b) introducing an allosteric DNA-binding protein sensor and/or switch which binds to the target molecule in the biological cell;
and (c) screening for target molecule production.
In embodiments, the biological cell is engineered to produce the target molecule by a multiplex genome engineering technique and/or a method involving a double-strand break (DSB) or single-strand break or nick.
In various embodiments, the allosteric DNA-binding protein sensor and/or switch which binds to the target molecule is produced by a method comprising steps of (a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a candidate allosteric DNA-binding protein sensor and/or switch for an ability to bind the target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield the candidate allosteric DNA-binding protein sensor and/or switch having an ability to bind the target molecule; (b) providing a host cell with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and a nucleic acid encoding the reporter gene system and selecting for a cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system; (c) isolating nucleic acids from the cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system and contacting the isolated nucleic acids with an in vitro transcription (IVT) or an in vitro transcription and translation (IVTT) mixture, the IVT or IVTT mixture comprising a target molecule and a detection reagent; and (d) interrogating the IVT or IVTT mixture for reporter response, the reporter response being indicative of target molecule binding to the allosteric DNA-binding protein sensor and/or switch.
In various embodiments, the allosteric DNA-binding protein sensor and/or switch which binds to the target molecule is produced by a method comprising steps of (a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a candidate allosteric DNA-binding protein sensor and/or switch for an ability to bind the target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield the candidate allosteric DNA-binding protein sensor and/or switch which has an ability to bind the target molecule; (b) providing a host cell with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system and selecting for a cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system; (c) isolating nucleic acids from the cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system and contacting the isolated nucleic acids with an in vitro transcription (IVT) or an in vitro transcription and translation (IVTT) mixture, the IVT or IVTT mixture comprising a target molecule and a detection reagent; and (d) interrogating the IVT or IVTT mixture by nucleic acid sequencing before and after selection to determine those molecules that have become functionally enriched.
In various embodiments, the allosteric DNA-binding protein sensor and/or switch which binds to a target molecule is produced by a method comprising steps of (a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a candidate allosteric DNA-binding protein sensor and/or switch for an ability to bind the target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield the candidate allosteric DNA-binding protein sensor and/or switch having an ability to bind the target molecule; (b) contacting a solid support with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and selecting for a solid support comprising the candidate allosteric DNA-binding protein sensor and/or switch; (c) isolating nucleic acids from the solid support comprising the candidate allosteric DNA-binding protein sensor and/or switch and contacting the isolated nucleic acids with an in vitro transcription (IVT) or an in vitro transcription and translation (IVTT) mixture; (d) introducing a reporter gene system, detection reagent, and target molecule, and interrogating the mixture for a reporter response, the reporter response being indicative of target molecule binding to the candidate allosteric DNA-binding protein sensor and/or switch.
In various embodiments, the solid support is a nanoparticle and a microparticle, a nanobead, a microbead, or an array.
In various embodiments, the allosteric DNA-binding protein sensor and/or switch is an engineered prokaryotic transcriptional regulator family member optionally selected from a LysR, AraC/XylS, TetR, LuxR, Lacl, ArsR, MerR, AsnC, MarR, NtrC (EBP), OmpR, DeoR, Cold shock, GntR, and Crp family member.
In various embodiments, the screening for target molecule comprises a positive or negative screen.
In various embodiments, the allosteric DNA-binding protein sensor and/or switch is one or more of those of Table 1 and has about 1, or 2, or 3, or 4, or 5, or 10 mutations.
Any aspect or embodiment disclosed herein can be combined with any other aspect or embodiment as disclosed herein.

DETAILED DESCRIPTION

The present invention is based, in part, on the surprising discovery that engineered protein sensors and/or switches, such as aTFs, can be designed to not require cellular-based target molecule interaction and therefore not be constrained by properties of a host cell (e.g. cell viability when contacted with a target molecule, cell transport of a target molecule, etc.). Accordingly, the present acellular methods allow for the development of engineered protein sensors and/or switches and the interrogation of a wide variety of target molecules that are not otherwise available using strictly cell-based approaches.
In various embodiments, the present invention is not necessarily limited by an inherent toxicity of the target molecules to a cell, the ability of any target molecule to enter or remain inside screening strain cells, or the ability of any target molecule to be unaltered by cellular machinery. Further, the present invention is not limited by the sensing of molecules either small or large, but may be extended to cellular states such as redox potential and charge. Further, the present invention is not limited to the utility of allosteric transcription factors that directly bind to a DNA operator, but may use effector domains that propagate though protein cascades such as two component systems. Accordingly, the present methods and compositions allow for measurable on/off response of the engineered protein that is not limited by the ability of a cell to withstand or maintain measurable concentrations.
In one aspect, the present invention relates to compositions and methods for making an engineered protein sensor and/or switch, e.g. from an allosteric protein, e.g. a transcription factor, that binds to and allows detection of a target molecule, wherein the engineered protein sensor and/or switch is produced and screened at least in part, acellularly, and/or allows target molecules to be screened either cellularly or acellularly.
In one embodiment, there is a provided method of making an allosteric sensor and/or switch that binds controllably to a ligand different from that of the wild type ligand. The engineered sensor and/or switch binds to and allows detection of the target molecule through an elicited detectable response wherein the engineered protein sensor and/or switch is produced and screened at least in part, acellularly, and/or allows target molecules to be screened acellularly not limited to methods as described above.
In a further embodiment, there is a provided method of making an allosteric sensor and/or switch that binds controllably to an engineered DNA sequence different from that of the wild type sequence in response to the binding of a target molecule. The engineered sensor and/or switch binds to and allows detection of a target molecule through binding to an engineered DNA sequence wherein the engineered protein sensor and/or switch is produced and screened at least in part, acellularly, and/or allows target molecules to be screened acellularly not limited to methods as described above.
In various embodiments, the allosteric sensor and or switch may be engineered to recognize both a new ligand as well as a new DNA binding site simultaneously.
In various embodiments, there is provided a method of making an allosteric DNA-binding protein sensor and/or switch which binds to a target molecule, comprising (a) designing a candidate allosteric DNA-binding protein sensor and/or switch, the DNA-binding protein sensor and/or switch being designed for an ability to bind a target molecule and the designing optionally being in silico; (b) providing a host cell with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and a reporter gene system and selecting for cells comprising a candidate allosteric DNA-binding protein sensor and/or switch and a reporter gene system; (c) isolating nucleic acids from the cells comprising a candidate allosteric DNA-binding protein sensor and/or switch and a reporter gene system and contacting the isolated nucleic acids with an in vitro transcription and translation (IVTT) mixture, the IVTT mixture comprising a target molecule and a detection reagent; and (d) interrogating the IVTT mixture for reporter response, the reporter response being indicative of target molecule binding to the allosteric DNA-binding protein sensor and/or switch.
In some embodiments, the engineered protein sensor and/or switch, e.g. transcription factor, library members and reporter gene system reside on a single plasmid. When the plasmid is carried in a host organism, such as E. coli or the others described herein, it is grown as single colonies each of which harbors a clonal library member. The reporter gene and protein sensor and/or switch library members are then purified as plasmids and individual plasmids are introduced into an IVTT mixture (see Zubay. Ann. Rev. Genet. 1973.7:267-287, the entire contents of which are hereby incorporated by reference in their entirety) to which has been added the target molecule and other detection reagents. After a suitable incubation period to allow expression of the reporter gene, the solution is interrogated for reporter response.
In some embodiments, there is provided a method of making an allosteric DNA-binding protein sensor and/or switch which binds to a target molecule, comprising (a) designing a candidate allosteric DNA-binding protein sensor and/or switch, the DNA-binding protein sensor and/or switch being designed for an ability to bind a target molecule and the designing optionally being in silico; (b) attaching the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch to a solid support; (c) contacting the isolated nucleic acids with an in vitro transcription and translation (IVTT) mixture, the IVTT mixture comprising a target molecule and a detection reagent; and (d) interrogating the IVTT mixture for sensor and/or switch activity in the presence and absence of target ligand. The interrogation is not necessarily limited to the methods described above.
In some embodiments, there is provided a method of making an allosteric DNA-binding protein sensor and/or switch which binds to a target molecule, comprising (a) designing a candidate allosteric DNA-binding protein sensor and/or switch, the DNA-binding protein sensor and/or switch being designed for an ability to bind a target molecule and the designing optionally being in silico; (b) generating DNA encoding the allosteric sensor and/or switch in vitro; (c) introducing the DNA into a display system—for example but not limited to ribosome display, mRNA display, phage display, cell display—(d) interrogating the displayed sensors for DNA binding in the presence and absence of ligand. The interrogation being indicative of activity. This reporter-free strategy to evaluate sensors is facilitated by coupling the sensor protein to the mRNA transcript encoding its translation, either by association with stalled ribosomes as in ribosome display (see Hanes, et al. PNAS. 1997; 94(10):4937-4942.) or through covalent linkage as in mRNA display (see Wilson et al. PNAS. 2001; 98(7):3750-5). Coupling of genetic sequence to the functional protein allows for faster identification of functional sensor sequences, and rapid cycles of in vitro selection, mutation and evolution of the sensor proteins. Because many aTF sensors operate as obligate homodimers, this strategy is further facilitated by creating a ‘dimeric’ single chain sensor with a linker sequence that allows proper folding (see Krueger et al. Nucleic Acids Research. 2003 31(12):3050-3056) from an initial mutant monomer sensor gene through PCR, ligation, transposon/transposase system, recombinase, CRISPR/Cas9, or combination of these methods. In this way, both dimers encode the same monomer sequence, as a single chain that would greatly favor homodimerization rather than heterodimerization of different mutants within a large mutant pool. In some embodiments, the engineered monomer is coupled to a wild type monomer to create a heterodimeric single chain.
In other embodiments, sensors are assayed by their affinity for an operator DNA sequence, without a separate reporter being expressed, and/or by a change in this operator DNA affinity in the presence of a target chemical.
For example, this allows a pool of sensors to be evaluated initially for DNA binding capability in the absence of a target chemical by capture on immobilized DNA operator sequences (e.g. on beads, microarray chips, microfluidic device, flow cell, chromatography column), and then secondly evaluated for response to a target chemical by release from the immobilized DNA operator sequences. This reporter-free strategy to evaluate sensors is facilitated by coupling the sensor protein to the mRNA transcript encoding its translation, either by association with stalled ribosomes as in ribosome display (see Hanes, et al. PNAS. 1997; 94(10):4937-4942.) or through covalent linkage as in mRNA display (see Wilson et al. PNAS. 2001; 98(7):3750-5). Coupling of genetic sequence to the functional protein allows for faster identification of functional sensor sequences, and rapid cycles of in vitro selection, mutation and evolution of the sensor proteins. Because many aTF sensors operate as obligate homodimers, this strategy is further facilitated by creating a ‘dimeric’ single chain sensor with a linker sequence that allows proper folding (see Krueger et al. Nucleic Acids Research. 2003 31(12):3050-3056) from an initial mutant monomer sensor gene through PCR, ligation, transposon/transposase system, recombinase, CRISPR/Cas9, or combination of these methods. In this way, both dimers encode the same monomer sequence, as a single chain that would greatly favor homodimerization rather than heterodimerization of different mutants within a large mutant pool. In some embodiments, the engineered monomer is coupled to a wild type monomer to create a heterodimeric single chain. In some embodiments, the engineered protein sensor and/or switch, such as an aTF, and nucleic acids comprising the aTF in addition to a candidate reporter gene system contacting an in vitro transcription and translation (IVTT) mixture and detection reagent results in the generation of a reporter protein upon ligand binding. For example, in some embodiments, the engineered protein sensor and/or switch, such as an aTF, is contacted with a target molecule and a reporter is generated using an acellular method, e.g. IVTT. The reaction mixture can then be interrogated by the reporter response where the reporter response is indicative of target molecule binding to the allosteric DNA-binding protein sensor and/or switch.
In another aspect, the present invention relates to compositions and methods for detecting a target molecule, optionally cellularly or acellularly, using an engineered protein sensor and/or switch, such as an aTF, which is produced with cellular or acellular methods, such as in vitro transcription and translation (IVTT) as described herein. In various embodiments, the detection is acellularly, e.g. by employing methods such as in vitro transcription and translation (IVTT) to detect a reporter that is allosterically linked to the engineered protein sensor and/or switch, such as an aTF. In some embodiments, the engineered protein sensor and/or switch, such as an aTF, can optionally be produced acellularly or within the cell. In some embodiments, the engineered protein sensor and/or switch, such as an aTF, detects target molecule binding via acellular methods, for instance the production of a detectable reporter via an acellular method, e.g. IVTT.
Useful reporters include proteins with unique spectral signatures, such as, without limitation, green fluorescent protein whose expression may be determined using a microtiter plate fluorimeter, visual inspection, or a fluorescence activated cell sorter (FACS). Reporters also include, without limitation, spectral signatures based on absorbance, physical properties such as magnetism and impedance, changes in redox state, assayable enzymatic activities, such as a phosphatase, beta-galactosidase, peroxidase, luciferase, or gas generating enzymes. Alternatively, a linear single or double stranded DNA that encodes the reporter and transcription factor library member may be used as a reporter in cases not limited to amplification by polymerases.
The present invention includes a reporter gene system, which comprises a protein having a unique spectral signature and/or assayable enzymatic activity. Illustrative reporter systems detection methods include, but are not limited to, those using chemiluminescent or fluorescent proteins, such as, for example, green fluorescent protein (GFP), enhanced green fluorescent protein (EGFP), Renilla Reniformis green fluorescent protein, GFPmut2, GFPuv4, yellow fluorescent protein (YFP), enhanced yellow fluorescent protein (EYFP), cyan fluorescent protein (CFP), enhanced cyan fluorescent protein (ECFP), enhanced blue fluorescent protein (EBFP), chromoproteins, citrine and red fluorescent protein from discosoma (dsRED), infrared fluorescent proteins, luciferase, umbelliferone, rhodamine, fluorescein, dichlorotriazinylamine fluorescein, dansyl chloride, phycoerythrin, and the like. Examples of detectable bioluminescent proteins include, but are not limited to, luciferase (e.g., bacterial, firefly, click beetle and the like), luciferin, aequorin and the like. Examples of detectable enzyme systems include, but are not limited to, galactosidases, glucorinidases, phosphatases, peroxidases, cholinesterases, proteases, and the like. In certain other embodiments, the reporter systems detection methods include an enzyme. In certain other embodiments, the detectable marker is a non-essential gene that can be assayed rapidly for genetic variation by qPCR. In certain other embodiments, the detectable marker is a drug resistance marker that can be readily assessed for functionality by reverse selection. In some embodiments, the detectable marker is a nutritional marker, e.g. production of a required metabolite in an auxotrophic strain, ability to grow on a sole carbon source, or any other growth selection strategy known in the art.
In certain embodiments, the reporter is composed of two or more components which when present together produce the functional reporter. Examples include split GFPs, and enzymes such as luciferase, beta galactosidase, beta lactamase, and dihydrofolate reductase. One or more components of a split reporter may be introduced exogenously allowing detection of cellular production of fewer components. The split reporter may be can be used to detect split reporter-fused to another protein allowing detection either inside the cell, outside the cell, or both. For instance, a split GFP fusion protein may be excreted by a cell encapsulated with the complementing reporter component such that the producing cell does not have the capacity to produce a functional reporter until encapsulated with its complement. One or more components of such a split systems may be produced independently and added as a detection reagent to the cells being assayed.
For example, beta-glucosidase and Antarctic phosphatase may be used as reporter systems with their corresponding fluorogenic substrates fluorescein di-(p-D-glucopyranoside) and fluorescein diphosphate (FIG. 7, FIG. 8).
In some embodiments, the binding event of the aTF itself is utilized to present a physical readout of aTF state through either optical or nonoptical methods in an acellular environment. For example in a non-limiting manner, the aTF is linked to a fluorescent protein and the DNA binding site is linked to a quencher molecule. Fluorescent readout is possible only when the aTF is released from the DNA binding site itself. This method allows for a direct readout of aTF binding events. This strategy is not limited to fluorophore quencher pairs, but may also employ other read outs such as split proteins. Additionally, the binding event may be used to physically separate functional proteins from non-functional proteins in the case of protein display methods.
In some embodiments, the engineered protein sensor and/or switch, such as an aTF, detects target molecule binding via acellular methods, for instance by controlling the activity of a polymerase that directly amplifies the genotype of the functional sensor and/or switch. The polymerase may either be a DNA or RNA polymerase that either amplifies the RNA and/or DNA versions of the genotype (FIG. 2, FIG. 3, FIG. 4).
In various embodiments, the present methods include various detection techniques, e.g. for reporter signal. Such detection techniques may involve a microscope, a spectrophotometer, a fluorometer, a tube luminometer or plate luminometer, x-ray film, magnetic fields, a scintillator, a fluorescence activated cell sorting (FACS) apparatus, a microbial colony picker (e.g., QPix), a microfluidics apparatus, a bead-based apparatus or the like.
In some embodiments, strains engineered for protein secretion may be assayed for secretion by fusing a split reporter, such as GFP, to the secreted protein and assaying in cell-free compartments.
Useful cell-free compartments include without limitation standard growth fermenters, flasks, culture tubes, and plastic ware, microliter plates, patterned microwells, microdroplets generated either in bulk (FIG. 2) or microfluidically (FIG. 3 and FIG. 4).
Bulk emulsions may be formed without limitation using the BioRad droplet oil for supermixes or a suitable such as mineral oil and span 80 or fluorinated oils such as HFE7500 and a fluorinated surfactant (FIG. 2, panel a). Droplet diameters may range from 1 um to 500 um without limitation. Microfluidic emulsions may be formed without limitation using commercial fluorophilic chips or house-made PDMS chips with a hydrophobic surface with the HFE7500 fluorinated oil and Dolomite's proprietary PicoSurf surfactant (FIG. 3). Other commercially available chips, oils, and surfactants may be used as well as noncommercial chips and oil-surfactant mixes. A single commercial Dolomite chip can produce droplets at a rate of <20 kHz allowing the production of up to 576, 000, 000 droplets from a single chip in a single workday. This assay is amenable to parallel droplet formation for improved throughput. Microfluidically generated water-in-oil emulsions are monodisperse and stable for >7 days at 37° C. Droplet diameters may range from 1 um to 500 um without limitation. Droplets may also be generated inside of tubes using an air interface to separate droplets. In this strategy, both pressures and atmospheric compositions may be controlled inside of the droplets.
In some embodiments, water-in-oil droplets may be utilized to compartmentalize a single E. coli cell overexpressing a unique aTF (FIG. 2, panel a, FIG. 3, panel a, and FIG. 5, panel a). The library diversity—in other words the number of unique E. coli capable of being screened—is limited to the number of droplets produced. Each compartment also contains the effector (ligand) of interest regulating aTF activity, a polymerase reporter gene or promoter upstream of the aTF gene under the control of the aTF operator site, IVT or IVTT reagents as needed, as well as a chemical or enzymatic lytic agent.
In one embodiment, a pool of E. coli containing a library of engineered aTFs are encapsulated and the E. coli cells are lysed releasing the aTFs. aTFs bound to the operator site directly upstream a reporter DNA polymerase gene that prevents IVTT of the reporter polymerase. Any DNA polymerase may be used. aTFs responsive to the effector of interest release the DNA allowing IVTT of the polymerase. aTFs unresponsive to the effector of interest repress IVTT and therefore production of the polymerase (FIG. 4). Afterwards, droplets are immediately amplified by PCR using aTF specific primers. Functional aTFs that produce more polymerase are enriched over their non-functional counterparts (FIG. 2, panel b). Amplicons are cloned into the correponding expression vector, transformed back into the E. coli strain, and plated on solid support. Colonies may be scraped from the solid support and grown in liquid for subsequent rounds of enrichment or colonies or picked as isolates for screening. Unique colonies containing functional aTF genes picked from plates may be tested for activity. Activity is tested with lysate in 96 or 384 well blocks using fluorescent assays or using microfluidic droplet-based assays.
In a second embodiment, a pool of E. coli containing a library of engineered aTFs are encapsulated and the E. coli cells are lysed releasing the aTFs. aTFs bound to the operator site directly upstream of the aTF gene prevent transcription by an RNA polymerase. Any RNA polymerase may be used. aTFs responsive to the effector of interest release the DNA allowing RNA transcription of the aTF gene. aTFs unresponsive to the effector of interest repress transcription and therefore amplification of the aTF genotype (FIG. 4). Subsequent breaking of the droplets and recovery of the RNA followed by RT-PCR with aTF specific primers rapidly amplifies the genotype of functional aTFs. Amplicons are cloned into the correponding expression vector, transformed back into the E. coli strain, and plated on solid support. Colonies may be scraped from the solid support and grown in liquid for subsequent rounds of enrichment or colonies or picked as isolates for screening. Unique colonies containing functional aTF genes picked from plates may be tested for activity. Activity is tested with lysate in 96 or 384 well blocks using fluorescent assays or using microfluidic droplet-based assays.
In some embodiments, a method of the invention comprises microencapsulating an individual cell, e.g. a bacterium, hosting the library plasmid with lysis reagent, IVTT mixture, the target molecule, and, if using a reporter enzyme system, substrate using one or more microfluidic devices (see Zinchenko, et al. Analytical Chem. 2014.86:2526-2533 and A. Fallah-Araghi, et al. Lab Chip. 2012. 12: 882-891, the contents of which are hereby incorporated by reference in their entireties). Following conditions suitable for cell lysis the microdroplets are incubated at conditions suitable for IVTT. They are then incubated for the appropriate time to develop the reporter protein. Finally, library members which produce a desired response are isolated from those that do not using a microfluidic device or FACS (FIG. 5, panels a and b). The plasmids of the positive responders are purified from the microdroplets, amplified and re-transformed into host bacterium for sequencing and clonal functional testing as described herein.
In various embodiments sensors and/or switches may be screened for a desired activity inside of water-in-oil-in-water emulsions. The water-in-oil emulsions are formed microfluidically.
Microfluidic double emulsions may be formed using Dolomite commercial chips or house-made PDMS chips with the HFE7500 fluorinated oil and Dolomite's proprietary PicoSurf surfactant (FIG. 5, panels c-e). Other commercially available chips, oils, and surfactants may be used as well as noncommercial chips and oil-surfactant mixes.
Double emulsions may be formed in two steps (FIG. 5, panels c-e). The first emulsion is made using a Domolomite commercial fluorophilic chip and the second is with a hydrophilic chip. Alternatively PDMS chips sufficiently oxidized to have a hydrophobic surface may supplement the first Dolomite chip while a newly plasma treated chip with a hydrophilic coating may replace the second chip. Alternatively, the PDMS chip may be treated with PVA or an alternative reagent to bear a semi-permanent hydrophilic surface. A single commercial Dolomite chip can produce droplets at a rate of <20 kHz allowing the production of 576, 000, 000 droplets from a single chip in a single workday. This assay is amenable to parallel droplet formation. Microfluidically generated water-in-oil emulsions are monodisperse and stable for >7 days at 37° C. The second emulsification takes place at half the rate to prevent droplet shearing. Double emulsions are stable for >7 days at 37° C.
Double emulsions may also be produced in a single step using custom PDMS chips (FIG. 6). In this aspect, the first emulsion directly precedes the formation of the second emulsions on the same chip. This process circumvents the need to produce two independent emulsions but proceeds at a rate 25% that of the single emulsion step.
In both of these cases, water-in-oil-in-water droplets are utilized to compartmentalize a single E. coli cell overexpressing a unique aTF (FIG. 5, panel a). The number of unique E. coli capable of being screened is limited to the amount of unique droplets being made. Inside of each compartment is also the effector (ligand) of interest regulating aTF activity, a reporter enzyme gene under the control of the aTF operator site, a fluorogenic substrate as described above, additional lysate as needed, as well as a chemical or enzymatic lytic agent.
Once encapsulated, the E. coli cells are lysed releasing the aTFs. aTFs bind to the operator site preventing the expression of the reporter enzyme. aTFs responsive to the effector of interest release the DNA allowing expression of the reporter enzyme. aTFs unresponsive to the effector of interest repress reporter enzyme expression. As the reporter enzyme is expressed, the enzyme converts the substrate from a non-detectable to a detectable state (FIG. 5, panel b).
Droplets containing functional aTFs will allow for the production of sufficient signal to enable separation using a suitable method. Once sorted, plasmids encoding the functional aTFs are transformed into the desired E. coli strain and plated. Colonies are scraped from the plate and grown in liquid for subsequent rounds of screening.
Unique colonies containing functional aTF genes may be picked from plates and tested for activity. Activity is tested with lysate in 96 or 384 well blocks using fluorescent assays or using microfluidically-based assays.
As an example, in some embodiments, a lytic plasmid contains a replication origin (e.g. ColE1), selectable marker (e.g. AMP), an IVTT transcribable (e.g. T7) reporter gene (e.g. alkaline phosphatase, AP) under control of the design aTF operator (e.g. TetO), Lacl, lacO controlled lytic system (e.g. T4 holin and T4 lysozyme), and the design aTF (e.g. TetR). A library of aTF designs is created and transformed into an E. coli strain which has no IVTT (e.g. T7) polymerase and in which alkaline phosphatase is deleted from the genome. A growing culture of these bacteria is washed in a buffer and passed through a microfluidic device at conditions which encapsulated a reagent stream and, on average, about one bacterium per microdroplet. The reagent stream includes IPTG (without wishing to be bound by theory, to induce self lysis by the lytic system), IVTT reagents, the target molecule against which the aTF is designed, and the AP substrate fluorescein diphosphate (FDP). After microencapsulation, the microdroplets are encapsulated in a second microfluidic device to produce a population of water stable double emulsion microdroplets. The microdroplets are then incubated to allow bacterial lysis, transcription and translation of AP if the TetR library member recognizes target molecule, and development of fluorescein from the FDP. Bright (positive) microdroplets are sorted from dim microdroplets using a FACS machine. The pool of positive droplets is dissolved with an organic solvent to release the contents of the positive droplets and the mixture of positive TetR genes are amplified using PCR. The positive TetR mixture is then cloned back into the plasmid backbone and retransformed into the host E. coli strain, and grown under selection. This positive library is then put through the process again to confirm the results, with the possibility to alter the concentration of the target molecule to identify more or less sensitive library members (FIG. 5). Recovered confirmed positive plasmids are then again amplified, cloned, and transformed into the host strain and grown clonally. Clonal sensor plasmids are then characterized once again, for instance by repetition of the present microencapsulation system or other techniques (e.g. to measure in bulk), by looking at their response to a range of concentrations of the target molecule. The sequence of TetR clones with the desired properties are then determined. The target sensor can then be cloned into its working context for strain optimization or genome engineering or other downstream use.
In various embodiments, lysis may also be effected using an inducible cell lytic system encoded on the host cell genome, a separate plasmid, or encoded on the library plasmid itself (Morita, et al. Biotechnol. Prog. 2001. 17(3):573-6, the entire contents of which are hereby incorporated by reference). In such a system, the lysis inducer is included with the IVTT mixture, target molecule, and other required substrates depending on the reporter system being used. Inducible lytic systems often include one or more phage proteins such as, for example, psi X174 E protein (Henrich Mol. Gen. Genet. 1982. 185(3)493-7, the entire contents of which are hereby incorporated by reference or T4 holin and lysozyme.
Microfluidic chip designs are not limited to those presented above. In some embodiments, double emulsions are generated in one step (FIG. 6). For example, chips made with PDMS and external aqueous phase channels treated with 1% PVA, may be used to form double emulsion droplets in a single step with the HFE7500 and fluorinated surfactant. Other oil and surfactant combinations may be utilized. In this previously published chip design [Nie Joumal of the American Chemical Society 2005. 127. 8058-63], the internal aqueous phase is coflowed with 2 streams of oil-surfactant in which they are encapsulated by the external aqueous phase. This chip design results in both droplets being formed in a single pinch-flow interface. In some embodiments, individual sensors might be assayed by enclosing each one in emulsion-type droplets. For example, this may be facilitated by merging two or more droplets or types of droplets (e.g. containing different DNA sequences or enzymes or chemicals) in a microfluidic device. Droplets may also be assessed and sorted on-chip using techniques like but not limited fluorescence activated droplet sorting (FADS) or absorbance activated droplet sorting (AADS).
In some embodiments, a cell or cells hosting the cellularly or acellularly derived sensor system is coencaspulated with a metabolically engineered cell or cells, or “producing strain, ” having been engineered by one or more of the methods described herein, designed to produce the target molecule capable of being detected by the sensor system. This is useful, inter a/ia, if the producing strain constitutively exports the sensed molecule into its growth medium creating the case where a high producing and low producing strain both have the same intracellular concentration of the molecule of interest but the medium of the high producing strain has a greater concentration. In such cases, the detector strain may be used to discern high from low producers. In other embodiments, the present invention includes the use of multiple droplets containing whole or lysed cells from different hosts. For instance, in some embodiments, a first droplet comprises whole or lysed cells with an engineered sensor while a second droplet comprises whole or lysed cells, “producer strains”, with the target molecule (e.g. host cells that are engineered to produce a target molecule as described elsewhere herein). For example, in some embodiments, the first droplet comprising whole or lysed cells with an engineered sensor is used to detect production of a target molecule in a different host (in the form of whole or lysed cells in a droplet). As such, inter a/ia, this permits detection of the target molecule at levels that are beyond what could be undertaken if the engineered sensor were present solely in the host cells that are engineered to produce a target molecule. In some embodiments transcription/translation of the sensor and/or the reporter it controls are driven by in vitro transcription and translation (IVTT), as described in Zubay. Ann. Rev. Genet. 1973.7:267-287, the entire contents of which are hereby incorporated by reference in their entirety or TX-TL as described in Shin and Noireaux, J Biol. Eng. 4, 8 (2010) and US Patent Publication No. 2016/0002611, the entire contents of which are hereby incorporated by reference in their entireties. Microencapsulation of single producers, either harboring the sensor machinery or coencapsulated with sensor cells, is also a useful technique in cases where the molecule is highly diffusible across the cell membrane, making screening in batch liquid culture impossible.
In other embodiments, cells are lysed in one microdroplet which is then merged with a second microdroplet containing the reagents required for IVT or IVTT.
In another embodiment, DNA encoding a single sensor library member is captured on a bead and encapsulated in a microdroplet (see Dressman, et al. PNAS 2003 100(15):8817-8822), such that it may be amplified and/or expressed through IVTT. The droplet is then merged with reporter reagents for response interrogation. This may be beneficial when the aTF is not expressible and/or expressed in a functional state in suitable screening systems.
In another embodiment, DNA encoding a reporter gene is captured on a bead and encapsulated in a microdroplet, such that it may be amplified and/or expressed through IVTT. The droplet is then merged with reporter reagents for response interrogation.
In another embodiment, the transcription factor library resides on one plasmid while the reporter gene system resides on a second plasmid. By having two separate plasmids, the effective concentration of reporter gene to sensor library members may be adjusted to facilitate identification of active library members. This is useful where simply using higher versus lower promoter strength is not enough control, for instance.
In another embodiment, the reporter system is encoded in the host genome.
In another embodiment, the DNA encoding the reporter is present only in the droplet containing the reagents required for IVT or IVTT, and the DNA encoding the sensor is present in the other droplet.
In another embodiment, the DNA encoding the sensor is present only in the droplet containing the reagents required for IVT or IVTT, and the DNA encoding the reporter is present in the other droplet.
In other embodiments, the present invention includes the use of multiple droplets containing whole or lysed cells from different hosts. For instance, in some embodiments, a first droplet comprises whole or lysed cells with an engineered sensor while a second droplet comprises whole or lysed cells with the target molecule (e.g. host cells that are engineered to produce a target molecule as described elsewhere herein). For example, in some embodiments, the first droplet comprising whole or lysed cells with an engineered sensor is used to detect production of a target molecule in a different host (in the form of whole or lysed cells in a droplet). As such, inter alia, this permits detection of the target molecule at levels that are beyond what could be undertaken if the engineered sensor were present in the host cells that are engineered to produce a target molecule.
In some embodiments, the present methods are designed to delay the creation of the reporter message relative to the designed aTF; an approach which enables concentrations of the designed aTF protein to reach the level required to repress transcription of the reporter. For example, the reporter transcription is controlled by two repressors which recognize separate operator sites on the reporter gene's promoter region. The reporter transcription is thus suppressed in the IVTT system until both transcription factors bind an inducing molecule. This permits, inter a/ia, delaying transcription of the reporter message until a sufficient concentration of the engineered aTF is built up in the IVTT mix to allow detection of its response to its non-cognate target ligand. For instance, in some embodiments, a library of TetR designs is produced with candidate designs to alter ligand specificity from, e.g., tetracycline to a target molecule, such as curcumin. The TetR gene is driven by a promoter recognized by the IVTT but not the host cell, such as T7. The reporter gene is similarly driven by a promoter recognized by the IVTT and modulated by both Tetracyline and Lacl operators (TetO and LacO in FIG. 1). When bacteria harboring such a system are lysed and mixed with the IVTT system, reporter transcription is halted, initially, by the wild type constitutively expressed Lacl only (“Initial State” in FIG. 1). As IVTT proceeds, concentrations of the engineered TetR increase to where it may also repress the reporter (“Intermediate State” in FIG. 1). At this time, an inducer molecule of Lacl may be added to interrogate if the curcumin has prevented engineered TetR binding its operator. This description is made by way of example and is equally applicable to other aTFs and target molecules.
In various embodiments, the present methods are extended to include any substrate that is changed into an inducing molecule, for example IPTG in the case of Lacl, whose concentration is gradually increased through an enzymatic activity. One advantage of this approach is that a single mixture containing the non-cognate target ligand, substrate, IVTT, and lysis system reduces the number of components that need to be combined. In its final state, the multiple repressor system only allows the creation of reporter message and thus reporter protein when the engineered protein candidate is modulated by the non-cognate target ligand.
Similarly, the effective concentration of the non-engineered repressor may be lowered by targeted degradation, by, for example, proteases. Additionally or alternatively, in various embodiments, the non-engineered repressor may be sensitive to additional treatments. For example, it may denature or become inactive when, for example, one or more of temperature, pH, ionic strength, and charge, is altered (e.g. raised or lowered). Additionally or alternatively, in various embodiments, the non-engineered repressor may be sensitive to additional treatments, such that it denatures or becomes inactive when in the presence of light.
In other embodiments, the reporter message may be made to be unstable in the absence of a stabilizing agent, whereupon the stabilizing reagent is added either together with or subsequent to the addition of the IVTT and/or lysis reagents.
In other embodiments, a rapidly degrading reporter can be utilized to enhance the distinction between the response range of sensors that are responding to the target molecule.
In another aspect, the present invention relates to compositions and methods for detecting, optionally acellularly, a target molecule using an engineered protein sensor and/or switch, such as an aTF, which is optionally detected for the desired functionality with acellular methods, such as in vitro transcription (IVT) or in vitro transcription and translation (IVTT) as described herein. For instance, in some embodiments, the detection of a target molecule is in a cell, such as any of those described herein, which has been manipulated to produce the target molecule.
In some aspects, the present invention allows for engineering or use of a protein sensor and/or switch for which the protein sensor and/or switch's natural promoter and/or operator does not function suitably in a host cell. In some embodiments, the invention provides transfer of a functional operator site from one organism to another. For instance, such transfer is applicable to the present cell-free senor engineering as described herein and the use of an engineered sensor in a host cell (e.g. to detect production of a target molecule). In some embodiments, e.g. when deploying the present sensors (e.g. to detect production of a target molecule in a host cell), the present invention allows for the introduction of protein sensors and/or switches, e.g. aTFs, from a variety of organisms and the operation of the present sensing in a variety of host organisms, including those particularly desired for metabolic engineering, such as any of the host cells described herein.
An illustrative method to transfer a functional operator site from one organism to another, such organisms may be selected from the cells described herein, is to clone the intergenic region immediately upstream of a gene regulated by the protein sensor and/or switch, e.g. aTF, of interest immediately upstream of reporter gene that is carried in the desired host organism. This naïve approach assumes that the transcriptional promoter will also function in the host organism. Assuming no host repressors recognize the exogenous operator site once cloned, the reporter will be constitutively on until expression of the regulator protein in a mode to bind its operator and repress the reporter signal. The basic approach has the advantage of, among others, not needing any information about the actual DNA sequence of the operator site but may suffer from the fact that the intergenic region cloned may have a promoter region incompatible with the new host organism.
To circumvent the problem of the host cell not being able to utilize the foreign promoter, an operator sequence may be cloned into a promoter region known to function in the host organism between the transcriptional promoter and ribosome binding site. Sometimes operator sequences are longer than the allowable sequence space between the promoter and RBS sites. In such cases the operator may be placed 5′ or 3′ to the promoter site. In some cases, the operator consists of two regions of DNA separated by some number of bases. In such cases, it may be advantageous to flank either or both the promoter and/or RBS site with the operator binding sequence. In some cases, multiple sets of operator sites may by introduced in the promoter RBS region to increase the number of binding aTFs to more than 1.
Construction of synthetic promoter/operators allow the aTF to function in any organism for which the promoter/RBS paradigm is maintained, including eukaryotes such as yeast. Optionally, in eukaryotes, the aTF may be expressed as a fusion with a nuclear localization signal. The synthetic promoter/operators also function in the context of IVTT so long as the promoter and RBS are recognized by the IVTT system. RBS may be replaced by internal ribosome entry sites for translation initiation.
In various embodiments, the present invention allows for engineering a host cell to produce a target molecule and the target molecule is detected or detectable using one or more of the engineered protein sensor and/or switch. In various embodiments, cells are engineered with a multiplex genome engineering technique (e.g.
Multiplexed Automated Genome Engineering (MAGE, see, e.g., Wang et al., Nature, 460:894-898 (2009); Church et al., U.S. Patent No. 8,153,432, the contents of which are hereby incorporated by reference in their entireties), conjugative assembly genome engineering (CAGE, see, e.g., Isaacs, F. J. et al. Science 333, 348-353, the contents of which are hereby incorporated by reference in their entireties), a method involving a double-strand break (DSB) or single-strand break or nick which can be created by a site-specific nuclease such as a zinc-finger nuclease (ZFN) or TAL effector domain nuclease (TALEN) or BurrH binding domain (BuD)-derived nucleases, or CRISPR/Cas9 system with an engineered crRNA/tracrRNA (or synthetic guide RNA) to guide specific cleavage (see, e.g., U.S. Patent Publications 2003/0232410; 2005/0208489; 2005/0026157; 2005/0064474; 2006/0188987; 2009/0263900; 2009/0117617; 2010/0047805; 2011/0207221; 2011/0301073 and International Patent Publication WO 2007/014275, and Gaj, et al. Trends in Biotechnology, 31(7), 397-405 (2013), the contents of which are hereby incorporated by reference in their entireties, or utilizes the organism's native CRISPR system together with a recombinase (e.g. ssDNA recombinase system, which may include a single-stranded annealing protein (SSAP), such as the A Red recombineering system (e.g., Beta protein) or RecET system (e.g., recT), or homologous system, including Rad52-like (of which A Red Beta, Sak, and Erf are members), Rad51-like (e.g., Sak4), and Gp2.5-like, each with distinct sequence profiles and folds. Datta et al., PNAS USA, 105:1626-31 (2008); Lopes, A., Nucleic Acids Research, 38(12), 3952-3962, which are hereby incorporated by reference in their entireties, see also International Patent Publication WO/2015/017866, the contents of which are hereby incorporated by reference in its entirety), the disclosures of which are incorporated by reference in their entireties for all purposes)).
In various embodiments, the engineered protein sensor and/or switch is an aTF, for instance a eukaryotic aTF. In various embodiments, engineered protein sensor and/or switch is an engineered version of a prokaryotic transcriptional regulator family such as a member of the LysR, AraC/XylS, TetR, LuxR, Lacl, ArsR, MerR, AsnC, MarR, NtrC (EBP), OmpR, DeoR, Cold shock, GntR, and Crp families.
In various embodiments, engineered protein sensor and/or switch is an engineered version of a prokaryotic transcriptional regulator family such as a member of the AbrB, AlpA, AraC, ArgR, ArsR, AsnC, BetR, Bhl, CitT, CodY, ComK, Crl, Crp, CsoR, CtsR, DeoR, DnaA, DtxR, Ecf, FaeA, Fe_dep_repress, FeoC, Fis, FlhC, FlhD, Fur, GntR, GutM, Hns, HrcA, HxIR, IcIR, KorB, Lacl, LexA, Lsr2, LuxR, LysR, LytTR, MarR, MerR, MetJ, Mga, Mor, MtIR, NarL, NtrC, OmpR, PadR, Prd, PrrA, PucR, PuR, Rok, Ros_MucR, RpiR, RpoD, RpoN, Rrf2, RtcR, Sarp, SfsA, SinR, SorC, Spo0A, TetR, TrmB, TrpR, WhiB, Xre, YcbB, and YesN families.
In various embodiments, engineered protein sensor and/or switch is an engineered version of a member of the TetR family of receptors, such as AcrR, ActIl, AmeR AmrR, ArpR, BpeR, EnvR E, EthR, HydR, IfeR, LanK, LfrR, LmrA, MtrR, Pip, PqrA, QacR, RifQ, RmrR, SimReg, SmeT, SrpR, TcmR, TetR, TtgR, TtgW, UrdK, VarR, YdeS, ArpA, Aur1B, BarA, CalR1, CprB, FarA, JadR, JadR2, MphB, NonG, PhIF, TyIQ, VanT, TarA, TyIP, BM1P1, Bm1P1, Bm3R1, ButR, CampR, CamR, CymR, DhaR, KstR, LexA-like, AcnR, PaaR, Psbl, ThIR, UidR, YDH1, Betl, McbR, MphR, PhaD, Q9ZF45, TtK, Yhgd or YixD, CasR, IcaR, LitR, LuxR, LuxT, OpaR, Orf2, SmcR, HapR, Ef0113, HlylIR, BarB, ScbR, MmfR, AmtR, PsrA, and YjdC.
The engineered protein sensor and/or switch may be an engineered version of a two-component or hybrid two-component system that directly bind both a ligand and DNA or work through a protein cascade.
In various embodiments, the engineered protein sensor and/or switch is an aTF, for instance a eukaryotic aTF. In various embodiments, engineered protein sensor and/or switch is an engineered version of RovM (Yersinia pseudotuberculosis), HcaR (Acinetobacter), BIcR (Agrobacterium tumefaciens), HetR (Anabaena spp.), HetR (Anabaena spp.), DesR (B. subtilis), HyllIR (Bacillus cereus), PlcR (Bacillus cereus), CcpA (Bacillus megaterium), YvoA (Bacillus subtilis), AhrR (Bacillus subtilis), MntR (Bacillus subtilis), GabR (Bacillus subtilis), SinR (Bacillus subtilis), CggR (Bacillus subtilis), FapR (Bacillus subtilis), OhrR (Bacillus subtilis), PurR (Bacillus subtilis), Rrf2 (Bacillus subtilis), BmrR (Bacillus subtilis), CcpN repressor (Bacillus subtilis), TreR (Bacillus subtilis), CodY (Bacillus subtilis), yfiR (Bacillus subtilis), OhrR (Bacillus subtilis), Rex (Bacillus subtilis, Thermus thermophilus, Thermus aquaticus), NprR (Bacillus thuringiensis), BtAraR (Bacteriodes thetaiotaomicron), AraR (Bacteroides thetaiotaomicron VPI), DntR (Burkholderia cepacia), CmeR (Camplylobacter jejuni), CviR (Chromobacterium violaceum), TsaR (Comamonas testosteroni), CGL2612 (Corynebacterium glatamicum), CIgR (Corynebacterium glutamicum), LIdR (CGL2915) (Corynebacterium glutamicum), NtcA (Cyanobacterium Anabaena), HucR (Deinococcus radiodurans), Lacl (E. coli), PrgX (Enterococcus faecalis), NikR (Helobacter pylori), LmrR (Lactococcus lactis), CcpA (Lactococcus lactis), MtbCRP (Mycobacterium tuberculosis), EthR (Mycobacterium tuberculosis), MosR (Mycobacterium tuberculosis), PhoP (Mycobacterium tuberculosis), Rv1846c (Mycobacterium tuberculosis), EthR (Mycobacterium tuberculosis), LysR (Neisseria meningitdis), NMB0573/AsnC (Neisseria meningitidis), TetR-class H (Pasteurella multocida), MexR (Pseudomonas aeruginosa), DNR (Pseudomonas aeruginosa), PA01 (Pseudomonas aeruginosa), PA2196 (Pseudomonas aeruginosa), ttgR (Pseudomonas putida), Cra (Pseudomonas putida), QscR (Psudemonas aeruginosa), ActR (S. coelicolor), SCO0520 (S. coelicolor), CprB (S. coelicolor), SlyA (Salmonella enterica SlyA), FapR (Staphylococcus aureus), QacR (Staphylococcus aureus), SarZ (Staphylococcus aureus), IcaR (Staphylococcus aureus), LcaR (Staphylococcus epidermidis), SMET (Stenotrophomonas maltophilia), PcaV (SCO6704) (Streptomyces coelicolor), SCO4008 (Streptomyces coelicolor), NdgR (Streptomyces coelicolor), CprB (Streptomyces coelicolor), SCO0253 (Streptomyces coelicolor), TetR family (Streptomyces coelicolor), SCO0520 (Streptomyces coelicolor), SCO4942 (Streptomyces coelicolor), SCO4313 (Streptomyces coelicolor), TetR family (Streptomyces coelicolor), SCO7222 (Streptomyces coelicolor), SCO3205 (Streptomyces coelicolor), SCO3201 (Streptomyces coelicolor), ST1710 (Sulfolobus tokodaii ST1710), HrcA (Thermotoga maritima), TM1030 (Thermotoga maritime), tm1171 (thermotoga maritime), IcIR (thermotoga maritime), CarH (Thermus thermophilus), FadR (Vibrio cholerae), SmcR (Vibrio vulnificus), and RovA (Yersinia pestis).
In various embodiments, engineered protein sensor and/or switch is an engineered version of MphR, AlkS, AlkR, CdaR, BenM, RUNX1, MarR, AphA, Pex, CatM, AtzR, CatR, ClcR, CbbR, CysB, CbnR, OxyR, OccR, and CrgA.
In various embodiments, engineered protein sensor and/or switch is an engineered version of aN E. coli TF, such as ArcA, AtoC, BaeR, BasR, CitB, CpxR, CreB, CusR, DcuR, DpiA, EvgA, KdpE, NarL, NarP, OmpR, PhoB,
PhoP, QseB, RcsB, RstA, TorR, UhpA, UvrY, YedW, YehT, YfhK, YgiX, YpdB, ZraR, RssB, AgaR, AIIR (ybbU), ArsR, AscG, Betl, BgIJ, CadC, CaiF, CeiD, CueR, CynR, ExuR, FecR, FucR, Fur, GatR, GutM, GutR (SrIR), ModE, MtIR, NagC, NanR (yhcK), NhaR, PhnF, PutA, RbsR, RhaR, RhaS, RpiR (AlsR), SdiA, UidR, XapR, XyIR, ZntR, AlIS (ybbS), Arac, ArgR, AsnC, CysB, CytR, DsdC, GaIR, GaiS, GcvA, GcvR, GIcC, GlpR, GntR, IdnR, LctR, Lrp, LysR, MeiR, MhpR, TdcA, TdcR, TetR, TreR, TrpR, and TyrR.
In various embodiments, the engineered protein sensor and/or switch is an engineered version of a plant transcriptional regulator family such as a member of the AP2, C2H2, Dof, LATA, HD-ZIP, M-type, NF-YA, S1Fa-like, TCP, YABBY, ARF, C3H, E2F/DP, GRAS, HRT-like, MIKC, NF-YB, SAP, Trihelix, ZF-HD, ARR-B, CAMTA, EIL, GRF, HSF, MYB, NF-YC, SBP, VOZ, bHLH, B3, CO-like, ERF, GeBP, LBD, MYB _related, NZZ/SPL, SRS, WOX, bZIP, BBR-BPC, CPP, FAR1, HB-PHD, LFY, NAC, Nin-like, STAT, WRKY, BES1, DBB, G2-like, HB-other, LSD, NF-X1, RAV, TALE, and Whirly families.
In various embodiments, the engineered protein sensor and/or switch is an engineered version of a yeast TF, such as Abf1p, Abf2p, Aca1p, Ace2p, Adr1p, Aft1p, Aft2p, Arg80p, Arg81p, Aro80p, Arr1p, Asg1p, Ash1p, Azf1p, Bas1p, Cad1p, Cat8p, Cbf1p, Cep3p, Cha4p, Cin5p, Crz1p, Cst6p, Cup2p, Cup9p, DaI80p, DaI81p, Dai82p, Dot6p, Ecm22p, Ecm23p, Eds1p, Ert1p, Fhl1p, Fkh1p, Fkh2p, Flo8p, Fzf1p, Gai4p, Gat1p, Gat3p, Gat4p, Gcn4p, Gcr1p, Gis1p, GIn3p, Gsm1p, Gzf3p, Haa1p, Hac1p, Hai9p, Hap1p, Hap2p, Hap3p, Hap4p, Hap5p,
Hcm1p, Hmlalpha2p, Hmra2p, Hsf1p, Ime1p, Ino2p, Ino4p, Ixr1p, Kar4p, Leu3p, Lys14p, Mac1p, Mai63p, Matalpha2p, Mbp1p, Mcm1p, Met31p, Met32p, Met4p, Mga1p, Mig1p, Mig2p, Mig3p, Mot2p, Mot3p, Msn1p, Msn2p, Msn4p, Mss11p, Ndt80p, Nhp10p, Nhp6ap, Nhp6bp, Nrg1p, Nrg2p, Oaf1p, Pdr1p, Pdr3p, Pdr8p, Phd1p, Pho2p, Pho4p, Pip2p, Ppr1p, Put3p, Rap1p, Rdr1p, Rds1p, Rds2p, Reb1p, Rei1p, Rfx1p, Rgm1p, Rgt1p, Rim101p, RIm1p, Rme1p, Rox1p, Rph1p, Rpn4p, Rsc30p, Rsc3p, Rsf2p, Rtg1p, Rtg3p, Sfl1p, Sfp1p, Sip4p, Skn7p, Sko1p, Smp1p, Sok2p, Spt15p, Srd1p, Stb3p, Stb4p, Stb5p, Ste12p, Stp1p, Stp2p, Stp3p, Stp4p, Sum1p, Sut1p, Sut2p, Swi4p, Swi5p, Tbf1p, Tbs1p, Tea1p, Tec1p, Tod6p, Tos8p, Tye7p, Uga3p, Ume6p, Upc2p, Urc2p, Usv1p, Vhr1p, War1p, Xbp1p, YER064C, YER130C, YER184C, YGRO67C, YKL222C, YLL054C, YLR278C, YML081W, YNR063W, YPR013C, YPR015C, YPR022C, YPR196W, Yap1p, Yap3p, Yap5p, Yap6p, Yap7p, Yox1p, Yrm1p, Yrr1p, and Zap1p.
In various embodiments, the engineered protein sensor and/or switch is an engineered version of a nematode TF, such as ada-2, aha-1, ahr-1, alr-1, ast-1, atf-2, atf-5, atf-6, atf-7, athp-1, blmp-1, bra-2, brc-1, cbp-1, ccr-4, cdk-9, ced-6, ceh-1, ceh-10, ceh-12, ceh-13, ceh-14, ceh-16, ceh-17, ceh-18, ceh-19, ceh-2, ceh-20, ceh-21, ceh-22, ceh-23, ceh-24, ceh-26, ceh-27, ceh-28, ceh-30, ceh-31, ceh-32, ceh-33, ceh-34, ceh-36, ceh-37, ceh-38, ceh-39, ceh-40, ceh-41, ceh-43, ceh-44, ceh-45, ceh-48, ceh-49, ceh-5, ceh-6, ceh-60, ceh-7, ceh-8, ceh-9, cep-1, ces-1, ces-2, cey-1, cey-2, cey-3, cey-4, cfi-1, chd-3, cky-1, cnd-1, cog-1, crh-1, daf-12, daf-14, daf-16, daf-19, daf-3, daf-8, dcp-66, die-1, dlx-1, dmd-3, dmd-4, dmd-5, dmd-6, dnj-11, dpi-1, dpr-1, dpy-20, dpy-22, dpy-26, dro-1, dsc-1, efl-1, ef1-2, egl-13, egl-18, eg1-27, eg1-38, eg1-43, eg1-44, eg1-46, eg1-5, ek1-2, ek1-4, elc-1, elt-1, elt-2, elt-3, elt-4, elt-6, elt-7, end-1, end-3, eor-1, ets-4, ets-5, eya-1, fax-1, fkh-10, fkh-2, fkh-3, fkh-4, fkh-5, fkh-6, fkh-7, fkh-8, fkh-9, flt-1, fos-1, fozi-1, gei-11, gei-13, gei-3, gei-8, gfl-1, gla-3, ham-2, hbl-1, hif-1, hlh-1, hlh-10, hlh-11, hlh-12, hlh-13, hlh-14, hlh-15, hlh-16, hlh-17, hlh-19, hlh-2, hlh-25, hlh-26, hlh-27, hlh-28, hlh-29, hlh-3, hlh-30, hlh-4, hlh-6, hlh-8, hmg-1.1, hmg-1.2, hmg-1.2, hmg-11, hmg-12, hmg-3, hmg-4, hmg-5, hnd-1, hsf-1, irx-1, lag-1, let-381, let-418, Ifi-1, lim-4, lim-6, lim-7, lin-1, lin-11, lin-22, lin-26, lin-28, lin-31, lin-32, lin-35, lin-39, lin-40, lin-41, lin-48, lin-49, lin-54, lin-59, lin-61, hr-1, Ipd-2, Is1-1, Iss-4, Ist-3, mab-23, mab-3, mab-5, mab-9, mbf-1, mbr-1, mbr-1, mdl-1, mec-3, med-1, med-2, mef-2, mes-2, mes-4, mes-6, mex-1, mex-5, mex-6, mg1-2, mls-1, mis-2, mml-1, mua-1, mxl-1, mx1-2, mx1-3, nfi-1, ngn-1, nhr-1, nhr-10, nhr-100, nhr-101, nhr-102, nhr-103, nhr-104, nhr-105, nhr-106, nhr-107, nhr-108, nhr-109, nhr-11, nhr-110, nhr-111, nhr-112, nhr-113, nhr-114, nhr-115, nhr-116, nhr-117, nhr-118, nhr-119, nhr-12, nhr-120, nhr-121, nhr-122, nhr-123, nhr-124, nhr-125, nhr-126, nhr-127, nhr-128, nhr-129, nhr-13, nhr-130, nhr-131, nhr-132, nhr-133, nhr-134, nhr-135, nhr-136, nhr-137, nhr-138, nhr-139, nhr-14, nhr-140, nhr-141, nhr-142, nhr-143, nhr-145, nhr-146, nhr-147, nhr-148, nhr-149, nhr-15, nhr-150, nhr-152, nhr-153, nhr-154, nhr-155, nhr-156, nhr-157, nhr-158, nhr-159, nhr-16, nhr-161, nhr-162, nhr-163, nhr-164, nhr-165, nhr-166, nhr-167, nhr-168, nhr-169, nhr-17, nhr-170, nhr-171, nhr-172, nhr-173, nhr-174, nhr-175, nhr-176, nhr-177, nhr-178, nhr-179, nhr-18, nhr-180, nhr-181, nhr-182, nhr-183, nhr-184, nhr-185, nhr-186, nhr-187, nhr-188, nhr-189, nhr-19, nhr-190, nhr-191, nhr-192, nhr-193, nhr-194, nhr-195, nhr-196, nhr-197, nhr-198, nhr-199, nhr-2, nhr-20, nhr-201, nhr-202, nhr-203, nhr-204, nhr-205, nhr-206, nhr-207, nhr-208, nhr-209, nhr-21, nhr-210, nhr-211, nhr-212, nhr-213, nhr-214, nhr-215, nhr-216, nhr-217, nhr-218, nhr-219, nhr-22, nhr-220, nhr-221, nhr-222, nhr-223, nhr-225, nhr-226, nhr-227, nhr-228, nhr-229, nhr-23, nhr-230, nhr-231, nhr-232, nhr-233, nhr-234, nhr-237, nhr-238, nhr-239, nhr-241, nhr-242, nhr-243, nhr-244, nhr-245, nhr-246, nhr-247, nhr-248, nhr-249, nhr-25, nhr-250, nhr-251, nhr-252, nhr-253, nhr-254, nhr-255, nhr-256, nhr-257, nhr-258, nhr-26, nhr-260, nhr-261, nhr-262, nhr-263, nhr-264, nhr-265, nhr-266, nhr-267, nhr-268, nhr-269, nhr-27, nhr-270, nhr-271, nhr-272, nhr-273, nhr-274, nhr-275, nhr-276, nhr-277, nhr-278, nhr-28, nhr-280, nhr-281, nhr-282, nhr-283, nhr-285, nhr-286, nhr-288, nhr-3, nhr-30, nhr-31, nhr-32, nhr-33, nhr-34, nhr-35, nhr-36, nhr-37, nhr-38, nhr-39, nhr-4, nhr-40, nhr-41, nhr-42, nhr-43, nhr-44, nhr-45, nhr-46, nhr-47, nhr-47, nhr-48, nhr-49, nhr-5, nhr-50, nhr-51, nhr-52, nhr-53, nhr-54, nhr-55, nhr-56, nhr-57, nhr-58, nhr-59, nhr-6, nhr-60, nhr-61, nhr-62, nhr-63, nhr-64, nhr-65, nhr-66, nhr-67, nhr-68, nhr-69, nhr-7, nhr-70, nhr-71, nhr-72, nhr-73, nhr-74, nhr-75, nhr-76, nhr-77, nhr-78, nhr-79, nhr-8, nhr-80, nhr-81, nhr-82, nhr-83, nhr-84, nhr-85, nhr-86, nhr-87, nhr-88, nhr-89, nhr-9, nhr-90, nhr-91, nhr-92, nhr-94, nhr-95, nhr-96, nhr-97, nhr-98, nhr-99, nob-1, ntl-2, ntl-3, nurf-1, odr-7, oma-1, oma-2, pag-3, pal-1, pax-1, pax-3, peb-1, pes-1, pha-1, pha-2, pha-4, php-3, pie-1, pop-1, pos-1, pqn-47, pqn-75, psa-1, rabx-5, rbr-2, ref-1, mt-1, sbp-1, sdc-1, sdc-2, sdc-3, sea-1, sem-4, sex-1, skn-1, sknr-1, sma-2, sma-3, sma-4, smk-1, sop-2, sox-1, sox-2, sox-3, spr-1, sptf-2, sptf-3, srab-2, srt-58, srw-49, sta-1, tab-1, taf-4, taf-5, tag-153, tag-182, tag-185, tag-192, tag-295, tag-331, tag-347, tag-350, tag-68, tag-97, tbx-11, tbx-2, tbx-30, tbx-31, tbx-32, tbx-33, tbx-34, tbx-35, tbx-36, tbx-37, tbx-38, tbx-39, tbx-40, tbx-41, tbx-7, tbx-8, tbx-9, tra-1, tra-4, ttx-1, ttx-3, unc-120, unc-130, unc-3, unc-30, unc-37, unc-39, unc-4, unc-42, unc-55, unc-62, unc-86, vab-15, vab-3, vab-7, xbp-1, zag-1, zfp-1, zim-1, zip-1, zip-2, zip-3, zip-4, zip-5, and ztf-7.
In various embodiments, the engineered protein sensor and/or switch is an engineered version of a archeal TF, such as APE_0290.1, APE_0293, APE_0880b, APE_1602a, APE_2413, APE_2505, APE_0656a, APE_1799a,
APE_1458a, APE_1495a, APE_2570.1, APE_0416b.1, APE_0883a, APE_0535, APE_0142, APE_2021.1, APE_0060.1, APE_0197.1, APE_0778, APE_2011.1, APE_0168.1, APE_2517.1, APE_0288, APE_0002, APE_1360.1, APE_2091.1, APE_0454, APE1 862.1, APE_0669.1, APE_2443.1, APE_0787.1, APE_2004.1, APE_0025.1, APE_0153.1, AF0653, AF1264, AF1270, AF1544, AF1743, AF1807, AF1853, AF2008, AF2136, AF2404, AF0529, AF0114, AF0396, AF1298, AF1564, AF1697, AF1869, AF2271, AF1404, AF1148, AF0474, AF0584, AF1723, AF1622, AF1448, AF0439, AF1493, AF0337, AF0743, AF0365, AF1591, AF0128, AF0005, AF1745, AF0569, AF2106, AF1785, AF1984, AF2395, AF2232, AF0805, AF1429, AF0111, AF1627, AF1787, AF1793, AF1977, AF2118, AF2414, AF0643, AF1022, AF1121, AF2127, AF0139, AF0363, AF0998, AF1596, AF0673, AF2227, AF1542, AF2203, AF1459, AF1968, AF1516, AF0373, AF1817, AF1299, AF0757, AF0213, AF1009, AF1232, AF0026, AF1662, AF1846, AF2143, AF0674, Cmaq_0146, Cmaq_0924, Cmaq_1273, Cmaq_1369, Cmaq_1488, Cmaq_1508, Cmaq_1561, Cmaq_1699, Cmaq_0215, Cmaq_1704, Cmaq_1956, Cmaq_0058, Cmaq_1637, Cmaq_0227, Cmaq_0287, Cmaq_1606, Cmaq_1720, Cmaq_0112, Cmaq_1149, Cmaq_1687, Cmaq_0411, Cmaq_1925, Cmaq_0078, Cmaq_0314, Cmaq_0768, Cmaq_1206, Cmaq_0480, Cmaq_0797, Cmaq_1388, Cmaq_0152, Cmaq_0601, Cmaq_1188, Mboo_0375, Mboo_0423, Mboo_0749, Mboo_1012, Mboo_1134, Mboo_1154, Mboo_1189, Mboo_1266, Mboo_1711, Mboo_1971, Mboo_0002, Mboo_0956, Mboo_1071, Mboo_1405, Mboo_1643, Mboo_0973, Mboo_1170, Mboo_0158, Mboo_0195, Mboo_0277, Mboo_1462, Mboo_1574, Mboo_1649, Mboo_2112, Mboo_0013, Mboo_0386, Mboo_0946, Mboo_0977, Mboo_1081, Mboo_2241, Mboo_0142, Mboo_0396, Mboo_0409, Mboo_0976, Mboo_2244, Mboo_0526, Mboo_0346, Mboo_1018, Mboo_0917, Mboo_0323, Mboo_0916, Mboo_1680, Mboo_1288, Mboo_2311, Mboo_2048, Mboo_1027, Mboo_2312, rrnAC0161, rrnAC0578, rrnAC0961, rrnAC3494, rrnB0118, pNG7045, pNG6160, rrnAC0867, rrnAC2723, rrnAC3399, rrnAC3447, rrnB0052, rrnAC1653, rrnAC2779, pNG7038, rrnAC1252, rrnAC3288, rrnAC3307, rrnAC0503, rrnAC1269, pNG6047, rrnAC2622, rrnAC3290, rrnAC3365, rrnAC2301, pNG6157, rrnAC2002, rrnAC1238, rrnAC3207, pNG2039, pNG7160, rrnAC2748, rrnB0134, rrnAC2283, rrnAC1714, rrnAC1715, rrnAC2338, rrnAC2339, rrnAC2900, rrnAC0341, rrnAC3191, rrnAC1825, rrnAC2037, rrnAC0496, rrnAC3074, rrnAC2669, rrnAC0019, rrnACO231, rrnAC0564, rrnAC0640, rrnAC 1193, rrnAC 1687, rrnAC 1786, rrnAC 1895, rrnAC1953, rrnAC 1996, rrnAC2017, rrnAC2022, rrnAC2052, rrnAC2070, rrnAC2160, rrnAC2472, rrnAC2785, rrnAC2936, rrnAC3167, rrnAC3451, rrnAC3486, rrnAC3490, rrnB0253, rrnB0269, pNG7159, pNG7188, pNG7357, pNG6134, rrnAC0376, rrnAC1217, rrnAC1541, rrnAC1663, rrnAC3229, pNG7223, rrnAC0440, rrnAC0535, rrnAC1742, rrnAC2519, rrnAC1764, rrnAC1777, rrnAC2762, rrnAC3264, rrnAC0417, rrnAC1303, rrnB0301, pNG6155, pNG7021, pNG7343, rrnAC1964, pNG7171, rrnAC1338, pNG7344, rrnACO230, rrnAC1971, rrnB0222, rrnAC0385, rrnAC0312, pNG7133, rrnAC0006, rrnAC1805, rrnAC3501, pNG7312, rrnAC0435, rrnAC0768, rrnAC0992, rrnAC2270, rrnAC3322, rrnB0112, rrnB0157, rrnB0161, pNG6058, pNG6092, pNG5119, pNG5140, pNG4042, pNG2006, pNG1015, rrnAC0199, rrnAC0681, rrnAC1765, rrnAC1767, pNG5067, pNG7180, pNG7307, pNG7183, rrnAC3384, pNG5131, rrnAC2777, pNG5071, rrnAC1472, pNG7308, rrnAC0869, rrnB0148, rrnAC2051, rrnAC0016, rrnAC1875, pNG6072, pNG6123, rrnAC2769, rrnAC1357, rrnAC1126, rrnAC0861, rrnAC0172, rrnAC0420, rrnAC0914, rrnAC2354, rrnAC3310, rrnAC3337, pNG5013, pNG5133, rrnAC3082, rrnB0074, pNG6075, pNG5024, rrnAC0924, rrnB0235, pNG7146, VNG0462C, VNG7122, VNG7125, VNG2445C, VNG0591C, VNG1843C, VNG0320H, VNG1123Gm, VNG1237C, VNG1285G, VNG2094G, VNG1351G, VNG1377G, VNG1179C, VNG1922G, VNG1816G, VNG0134G, VNG0194H, VNG0147C, VNG6193H, VNG2163H, VNG0101G, VNG1836G, VNG0530G, VNG0536G, VNG0835G, VNG2579G, VNG6349C, VNG1394H, VNG0113H, VNG0156C, VNG0160G, VNG0826C, VNG0852C, VNG1207C, VNG1488G, VNG6065G, VNG6461G, VNG7048, VNG7161, VNG1464G, VNG1548C, VNG0247C, VNG0471C, VNG0878Gm, VNG1029C, VNG1616C, VNG2112C, VNG6009H, VNG7007, VNG0704C, VNG1405C, VNG6318G, VNG0142C, VNG6072C, VNG6454C, VNG7053, VNG7156, VNG0703H, VNG0258H, VNG0751C, VNG1426H, VNG2020C, VNG6048H, VNG6126H, VNG6239G, VNG6478H, VNG7102, VNG6027G, VNG7023, VNG1786H, VNG2629G, VNG1598a, VNG7031, VNG6037G, VNG7171, VNG7114, VNG7038, VNG2243G, VNG6140G, VNG7100, VNG6476G, VNG6438G, VNG6050G, VNG0726C, VNG1390H, VNG6351G, VNG2184G, VNG0869G, VNG0254G, VNG6389G, VNG0315G, VNG0734G, VNG0757G, VNG1451C, VNG1886C, VNG1903Cm, VNG0985H, VNG6377H, HQ2607A, HQ2612A, HQ2779A, HQ1740A, HQ1541A, HQ1491A, HQ2619A, HQ1811A, HQ3063A, HQ3354A, HQ3642A, HQ2773A, HQ1436A, HQ2221A, HQ1414A, HQ3339A, HQ2484A, HQ3265A, HQ3620A, HQ1268A, HQ1388A, HQ1866A, HQ1563A, HQ1710A, HQ1962A, HQ1084A, HQ1739A, HQ1861A, HQ1863A, HQ2750A, HQ2664A, HQ2869A, HQ3058A, HQ3361A, HQ1277A, HQ2225A, HQ1993A, HQ1937A, HQ1088A, HQ1724A, HQ1568A, HQ2167A, HQ1230A, HQ2407A, HQ3108A, HQ1973A, HQ3260A, HQ2527A, HQ3410A, HQ2369A, HQ2564A, HQ1153A, HQ1227A, HQ3654A, HQ1867A, HQ2571A, HQ1625A, HQ3408A, HQ1689A, HQ2491A, HQ2726A, HQ2987A, HQ1041A, HQ1898A, HQ1900A, HQ1118A, Hbut_1261, Hbut_0073, Hbut_0009, Hbut_0100, Hbut_0987, Hbut_1340, Hbut_0120, Hbut_0990, Hbut_0316, Hbut_0659, Hbut_0660, Hbut_0366, Hbut_0204, Hbut_1 498, Hbut_1630, Hbut_1485, Hbut_1260, Hbut_0942, Hbut_0163, Hbut_0116, Hbut_0207, Hbut_1516, Hbut_0476, Hbut_1139, Hbut_0299, Hbut_0033, Hbut_0336, Hbut_1471, Hbut_1522, Hbut_0601, Hbut_0934, Hbut_0458, Hbut_0054, Hbut_1136, Hbut_0646, Hbut_0815, Igni_0122, Igni_0494, Igni_0706, Igni_1249, Igni_0226, Igni_0308, Igni_0658, Igni_0702, Igni_0486, Igni_0602, Igni_1394, Igni_0858, Igni_1361, Igni_0354, Igni_0989, Igni_1372, Igni_1124, Msed_0229, Msed_0717, Msed_1005, Msed_1190, Msed_1224, Msed_1970, Msed_2175, Msed_0166, Msed_0688, Msed_1202, Msed_1209, Msed_1765, Msed_1956, Msed_2295, Msed_0619, Msed_0621, Msed_2232, Msed_0140, Msed_2016, Msed_0767, Msed_1126, Msed_0856, Msed_0992, Msed_1773, Msed_1818, Msed_2183, Msed_1598, Msed_1725, Msed_2276, Msed_2293, Msed_1450, Msed_0265, Msed_0492, Msed_1279, Msed_1397, Msed_1563, Msed_1566, Msed_2027, Msed_0565, Msed_0868, Msed_1371, Msed_1483, Msed_1728, Msed_1351, Msed_1733, Msed_2209, Msed_2279, Msed_2233, MTH107, MTH517, MTH899, MTH1438, MTH1795, MTH163, MTH1288, MTH1349, MTH864, MTH1193, MTH254, MTH821, MTH1696, MTH739, MTH603, MTH214, MTH936, MTH659, MTH700, MTH729, MTH967, MTH1553, MTH1328, MTH1470, MTH1285, MTH1545, MTH931, MTH313, MTH1569, MTH281, MTH1488, MTH1521, MTH1627, MTH1063, MTH1787, MTH885, MTH1669, MTH1454, Msm_1107, Msm_1126, Msm_1350, Msm_1032, Msm_0213, Msm_0844, Msm_1260, Msm_0364, Msm_0218, Msm_0026, Msm_0329, Msm_0355, Msm_0453, Msm_1150, Msm_1408, Msm_0864, Msm_0413, Msm_1230, Msm_1499, Msm_1417, Msm_1250, Msm_1090, Msm_0720, Msm_0650, Msm_0424, Msm_0631, Msm_1445, Mbur_0656, Mbur_1148, Mbur_1658, Mbur_1965, Mbur_2405, Mbur_1168, Mbur_0166, Mbur_0946, Mbur_1817, Mbur_1830, Mbur_0231, Mbur_0234, Mbur_2100, Mbur_1375, Mbur_2041, Mbur_0776, Mbur_0783, Mbur_2071, Mbur_1477, Mbur_1871, Mbur_1635, Mbur_1221, Mbur_0292, Mbur_0512, Mbur_0609, Mbur_0661, Mbur_1211, Mbur_1719, Mbur_1811, Mbur_1931, Mbur_2112, Mbur_2130, Mbur_2048, Mbur_2144, Mbur_0368, Mbur_1483, Mbur_2274, Mbur_1359, Mbur_2306, Mbur_1647, Mbur_0631, Mbur_0378, Mbur_0085, Mbur_1496, Mbur_0963, Mbur_0372, Mbur_1140, Mbur_2097, Mbur_2262, Mbur_1532, Maeo_0092, Maeo_0872, Maeo_0888, Maeo_1298, Maeo_1146, Maeo_1061, Maeo_1147, Maeo_0865, Maeo_0659, Maeo_0679, Maeo_1305, Maeo_0977, Maeo_1182, Maeo_1472, Maeo_1362, Maeo_0019, Maeo_0277, Maeo_0356, Maeo_0719, Maeo_1032, Maeo_1289, Maeo_0698, Maeo_1183, Maeo_0223, Maeo_0822, Maeo_0218, Maeo_0186, Maeo_1155, Maeo_0575, Maeo_0728, Maeo_0696, Maeo_0664, MJ0432, MJ1082, MJ1325, MJ0229, MJ0361, MJ1553, MJ1563, MJ0774, MJ1398, MJ0723, MJ0151, MJ0589a, MJECL29, MJ1647, MJ1258, MJ0168, MJ0932, MJ0080, MJ0549, MJ0767, MJ1679, MJ0568, MJ1005, MJ0529, MJ0586, MJ0621, MJ1164, MJ1420, MJ1545, MJ0272, MJ0925, MJ0300, MJ1120, MJ0379, MJ0558, MJ1254, MJ0159, MJ0944, MJ0241, MJ0173, MJ0507, MJ0782, MJ0777, MJ1503, MJ1623, MmarC5_0244, MmarC5_1146, MmarC5_0136, MmarC5_1648, MmarC5_1124, MmarC5_0967, MmarC5_1647, MmarC5_0448, MmarC5_0231, MmarC5_0579, MmarC5_1252, MmarC5_1664, MmarC5_0974, MmarC5_0625, MmarC5_1666, MmarC5_0111, MmarC5_1039, MmarC5_0316, MmarC5_0131, MmarC5_1762, MmarC5_1579, MmarC5_0380, MmarC5_0898, MmarC5_0813, MmarC5_1143, MmarC5_1694, MmarC5_1294, MmarC5_1236, MmarC5_1150, MmarC5_1138, MmarC5_1543, MmarC5_0999, MmarC5_1507, MmarC5_0876, MmarC5_0202, MmarC5_1416, MmarC5_0612, MmarC5_0571, MmarC5_1100, MmarC5_1639, MmarC5_1644, MmarC5_0714, MmarC5_0484, MmarC5_0976, MmarC6_0024, MmarC6_0026, MmarC6_0104, MmarC6_0105, MmarC6_0128, MmarC6_0252, MmarC6_0566, MmarC6_0917, MmarC6_1231, MmarC6_0916, MmarC6_1531, MmarC6_0524, MmarC6_1326, MmarC6_1644, MmarC6_0165, MmarC6_0929, MmarC6_0258, MmarC6_0037, MmarC6_0055, MmarC6_1206, MmarC6_1606, MmarC6_0210, MmarC6_0325, MmarC6_0744, MmarC6_0850, MmarC6_1025, MmarC6_1226, MmarC6_1398, MmarC6_1462, MmarC6_1664, MmarC6_1175, MmarC6_0959, MmarC6_0931, MmarC6_0136, MmarC6_0425, MmarC6_0508, MmarC6_0285, MmarC6_0184, MmarC6_0443, MmarC6_0782, MmarC6_1297, MmarC6_0861, MmarC6_0696, MmarC6_1636, MmarC6_1817, MmarC6_0908, MmarC6_0913, MmarC6_0262, MmarC6_1567, MmarC6_1748, MmarC7_0274, MmarC7_0687, MmarC7_1029, MmarC7_1513, MmarC7_1661, MmarC7_1030, MmarC7_0388, MmarC7_0257, MmarC7_0592, MmarC7_1384, MmarC7_1017, MmarC7_1655, MmarC7_0306, MmarC7_0712, MmarC7_0235, MmarC7_0457, MmarC7_0521, MmarC7_0692, MmarC7_0743, MmarC7_0919, MmarC7_1096, MmarC7_1211, MmarC7_1587, MmarC7_1702, MmarC7_0987, MmarC7_1015, MmarC7_0031, MmarC7_1400, MmarC7_1790, MmarC7_1499, MmarC7_1629, MmarC7_1168, MmarC7_1727, MmarC7_0621, MmarC7_1085, MmarC7_1260, MmarC7_0085, MmarC7_0265, MmarC7_1461, MmarC7_1038, MmarC7_1033, MmarC7_0154, MmarC7_0352, MmarC7_1652, MmarC7_1455, MMP0499, MMP1442, MMP0480, MMP0752, MMP0032, MMP0460, MMP0637, MMP0033, MMP0217, MMP1137, MMP0386, MMP1347, MMP1015, MMP0719, MMP0020, MMP0631, MMP0742, MMP1467, MMP1052, MMP0097, MMP0209, MMP0568, MMP0674, MMP0678, MMP0993, MMP1210, MMP1275, MMP1447, MMP1646, MMP1499, MMP0018, MMP1712, MMP0402, MMP0787, MMP0607, MMP0168, MMP0700, MMP0465, MMP1376, MMP0086, MMP0257, MMP0840, MMP1023, MMP0791, MMP0799, MMP0041, MMP0036, MMP0907, MMP0629, MMP1100, Mevan_0753, Mevan_1029, Mevan_1232, Mevan_1560, Mevan_1502, Mevan_1030, Mevan_0459, Mevan_0343, Mevan_0658, Mevan_1373, Mevan_1201, Mevan_1594, Mevan_1567, Mevan_1203, Mevan_0375, Mevan_0778, Mevan_0320, Mevan_0525, Mevan_0587, Mevan_0758, Mevan_0808, Mevan_0951, Mevan_1109, Mevan_1444, Mevan_1514, Mevan_1517, Mevan_1014, Mevan_0136, Mevan_0295, Mevan_1389, Mevan_1479, Mevan_1173, Mevan_1578, Mevan_1653, Mevan_0686, Mevan_1098, Mevan_1270, Mevan_0270, Mevan_0282, Mevan_1620, Mevan_1668, Mevan_1038, Mevan_1044, Mevan_1050, Mayan _1056, Mayan _1033, Mevan_0014, Mevan_0425, Mevan_0095, Mlab_0303, Mlab_0817, Mlab_0821, Mlab_1236, Mlab_1381, Mlab_0824, Mlab_0002, Mlab_0494, Mlab_0162, Mlab_0744, Mlab_1629, Mlab_0854, Mlab_0909, Mlab_1549, Mlab_0037, Mlab_0071, Mlab_0160, Mlab_1173, Mlab_1603, Mlab_1630, Mlab_1666, Mlab_1628, Mlab_0070, Mlab_1522, Mlab_0331, Mlab_1259, Mlab_0324, Mlab_1366, Mlab_1576, Mlab_0353, Mlab_0010, Mlab_0295, Mlab_0588, Mlab_1668, Mlab_0447, Mlab_0440, Mlab_0197, Mlab_1697, Mlab_1694, Mlab_1710, Mlab_1511, Mlab_0458, Mlab_0497, Mlab_0762, Mlab_0988, Mlab_0826, Memar_0011, Memar_0013, Memar_1330, Memar_1512, Memar_1567, Memar_1770, Memar_2080, Memar_0129, Memar_0140, Memar_0431, Memar_1231, Memar_1756, Memar_2162, Memar_2068, Memar_1225, Memar_0002, Memar_1921, Memar_0834, Memar_2239, Memar_1448, Memar_0817, Memar_2411, Memar_2490, Memar_2264, Memar_1471, Memar_1420, Memar_0458, Memar_1291, Memar_1391, Memar_1410, Memar_1819, Memar_2218, Memar_2347, Memar_2360, Memar_2449, Memar_1304, Memar_0106, Memar_0096, Memar_0419, Memar_1120, Memar_0385, Memar_0555, Memar_1103, Memar_1319, Memar_2487, Memar_1252, Memar_1388, Memar_0473, Memar_1524, Memar_0459, Memar_0487, Memar_1209, Memar_1387, Memar_2116, MK0576, MK1025, MK0542, MK1515, MK0506, MK1677, MK1502, MK1190, MK0175, MK0800, MK0457, MK0449, MK1380, MK1430, MK0574, MK1482, MK0984, MK0337, MK1587, MK0839, MK0619, MK0858, MK0495, MK0253, Mthe_1108, Mthe_1291, Mthe_1230, Mthe_0612, Mthe_0503, Mthe_0879, Mthe_0047, Mthe_0598, Mthe_0023, Mthe_0662, Mthe_0543, Mthe_0154, Mthe_0459, Mthe_1389, Mthe_1446, Mthe_1633, Mthe_1233, Mthe_0669, Mthe_0067, Mthe_0404, Mthe_0982, Mthe_1201, Mthe_0152, Mthe_0265, Mthe_1650, Mthe_1683, Mthe_0889, MA0191, MA0342, MA0380, MA1458, MA2551, MA3784, MA3925, MA3940, MA3952, MA4076, MA4344, MA4484, MA4576, MA0207, MA0750, MA2499, MA3597, MA4479, MA2544, MA4480, MA0504, MA2921, MA0862, MA0205, MA0460, MA0622, MA0629, MA1953, MA4398, MA4560, MA0723, MA1529, MA1551, MA2421, MA1531, MA0924, MA0575, MA1588, MA0672, MA1395, MA4075, MA1763, MA2814, MA3468, MA0022, MA4338, MA2133, MA0971, MA1005, MA0067, MA1424, MA1815, MA4668, MA2914, MA3524, MA4040, MA4267, MA3984, MA0283, MA0333, MA0414, MA1339, MA3166, MA0176, MA0180, MA0743, MA1863, MA2051, MA2055, MA2206, MA2211, MA2771, MA3189, MA4167, MA1122, MA3015, MA0079, MA0989, MA4404, MA2093, MA1671, MA4106, MA4346, MA0278, MA4331, MA0179, MA2948, MA3586, MA2761, MA1487, MA1771, MA2746, MA0364, MA2951, MA0354, MA2902, MA0368, MA2764, MA2766, MA0178, MA2782, MA2493, MA0610, MA3871, MA0287, MA0359, MA1835, MA2057, MA2207, MA2212, MA3151, MA4622, MA0926, MA1664, MA4408, MA1868, Mbar_A0506, Mbar_A0581, Mbar_A0738, Mbar_A0909, Mbar_A1363, Mbar_A1705, Mbar_A1707, Mbar_A1708, Mbar_A1719, Mbar_A2323, Mbar_A2748, Mbar_A3221, Mbar_A3427, Mbar_A1541, Mbar_A1729, Mbar_A2416, Mbar_A3312, Mbar_A0803, Mbar_A3558, Mbar_A0794, Mbar_A2965, Mbar_A1070, Mbar_A1333, Mbar_A2865, Mbar_A1639, Mbar_A3371, Mbar_A0650, Mbar_A3377, Mbar_A3361, Mbar_A0654, Mbar_A3464, Mbar_A1460, Mbar_A2808, Mbar_A1584, Mbar_A2743, Mbar_A2250, Mbar_A0507, Mbar_A0992, Mbar_A1457, Mbar_A0588, Mbar_A0122, Mbar_A2068, Mbar_A0552, Mbar_A0621, Mbar_A0692, Mbar_A1033, Mbar_A2079, Mbar_A2171, Mbar_A2318, Mbar_A2819, Mbar_A2992, Mbar_A3339, Mbar_A1265, Mbar_A1377, Mbar_A1884, Mbar_A2294, Mbar_A3663, Mbar_A2575, Mbar_A2637, Mbar_A3146, Mbar_A3330, Mbar_A3493, Mbar_A2012, Mbar_A2036, Mbar_A2688, Mbar_A3560, Mbar_A1076, Mbar_A0340, Mbar_A0520, Mbar_A1497, Mbar_A3486, Mbar_A1949, Mbar_A0475, Mbar_A0579, Mbar_A1062, Mbar_A0595, Mbar_A3297, Mbar_A3442, Mbar_A3419, Mbar_A0834, Mbar_A0787, Mbar_A2740, Mbar_A1394, Mbar_A0196, Mbar_A1270, Mbar_A3331, Mbar_A3578, Mbar_A3670, Mbar_A1080, MM0272, MM0662, MM0841, MM1040, MM1257, MM1484, MM1796, MM2237, MM2242, MM2246, MM2247, MM2261, MM2525, MM2985, MM3068, MM3208, MM1882, MM1494, MM3092, MM1595, MM3173, MM0565, MM1492, MM0266, MM1080, MM1605, MM1650, MM2809, MM2861, MM2446, MM2441, MM2040, MM1728, MM1739, MM2416, MM1825, MM0666, MM0842, MM2657, MM1332, MM2573, MM1034, MM2606, MM0247, MM0444, MM0872, MM0927, MM1363, MM2394, MM2895, MM3179, MM1005, MM3233, MM1550, MM0359, MM0361, MM1586, MM1863, MM2851, MM2853, MM3117, MM0116, MM0289, MM0346, MM1903, MM3195, MM3170, MM1085, MM0386, MM2835, MM0811, MM1042, MM1027, MM2184, MM1028, MM0432, MM2546, MM1614, MM1772, MM0692, MM0146, MM0345, MM0369, MM1554, MM2854, MM1094, MM2042, MM3115, Msp_0061, Msp_0120, Msp_1519, Msp_0293, Msp_1556, Msp_0769, Msp_0168, Msp_0614, Msp_0518, Msp_0122, Msp_0383, Msp_1218, Msp_0446, Msp_0265, Msp_0608, Msp_1143, Msp_1207, Msp_0248, Msp_0512, Msp_0823, Msp_1188, Msp_0235, Msp_0194, Msp_1057, Msp_1097, Msp_0717, Msp_0971, Msp_1360, Msp_1272, Msp_1125, Msp_0149, Mhun_0040, Mhun_0316, Mhun_0873, Mhun_1073, Mhun_1644, Mhun_2448, Mhun_2633, Mhun_2472, Mhun_0365, Mhun_0919, Mhun_0576, Mhun_0165, Mhun_2458, Mhun_0842, Mhun_0941, Mhun_1324, Mhun_1346, Mhun_2089, Mhun_1313, Mhun_1731, Mhun_1706, Mhun_0152, Mhun_0501, Mhun_1037, Mhun_2548, Mhun_2928, Mhun_3036, Mhun_0241, Mhun_1541, Mhun_2190, Mhun_0646, Mhun_1347, Mhun_1533, Mhun_1553, Mhun_1866, Mhun_1954, Mhun_0253, Mhun_1259, Mhun_1451, Mhun_2502, Mhun_0684, Mhun_2259, Mhun_0763, Mhun_1327, Mhun_1530, Mhun_2935, Mhun_2804, Mhun_0568, Mhun_0593, Mhun_1236, Mhun_1656, Mhun_2481, Mhun_2797, Mhun_0497, Mhun_0575, Mhun_0588, NEQ328, NEQ229, NEQ348, NEQ288, NEQ453, NEQ143, NEQ039, NEQ276, NEQ098, NEQ541, NP1838A, NP2534A, NP3936A, NP6056A, NP2558A, NP1144A, NP0458A, NP2490A, NP2664A, NP3370A, NP0078A, NP5052A, NP4026A, NP6200A, NP0924A, NP4828A, NP2752A, NP6106A, NP2470A, NP2474A, NP0316A, NP0252A, NP5326A, NP1048A, NP2958A, NP5152A, NP4632A, NP3636A, NP3734A, NP4552A, NP5064A, NP1496A, NP4726A, NP2878A, NP0136A, NP0162A, NP0654A, NP1532A, NP1538A, NP1564A, NP2794A, NP4286A, NP4406A, NP5130A, NP5298A, NP6030A, NP6220A, NP4436A, NP1320A, NP2146A, NP3466A, NP4796A, NP5168A, NP3046A, NP2812A, NP3608A, NP2618A, NP6176A, NP3330A, NP7054A, NP2762A, NP4124A, NP3490A, NP1128A, NP1628A, NP2114A, NP0674A, NP2366A, NP3002A, NP3776A, NP4444A, NP1296A, NP1064A, NP4080A, NP4082A, NP0534A, NP2466A, NP3718A, NP5096A, NP2220A, NP5186A, NP1684A, NP2246A, NP4822A, NP4326A, NP4106A, NP2518A, NP5272A, NP6088A, NP4258A, PT00082, PT00457, PT00754, PT00795, PT00420, PT01287, PT00595, PT00891, PT00200, PT01201, PT00428, PT00376, PT00514, PT00375, PT00781, PT01148, PT00979, PT00276, PT00843, PT00557, PT01105, PT01211, PT01517, PT01052, PT01150, PT00114, PT01041, PT01176, PT00063, PT00799, PT01388, PT01389, PT00914, PT01110, PT01216, PT00675, PT01123, PT00506, PT01258, PT01372, PT00363, PT01340, PT01338, PT01067, PT01454, PT01523, PT00576, PT00198, PAE0731, PAE0738, PAE1612, PAE2042, PAE2911, PAE1948, PAE2655, PAE0385, PAE2225, PAE3116, PAE2186, PAE1103, PAE1592, PAE1848, PAE3387, PAE1507, PAE1986, PAE3469, PAE3471, PAE0659, PAE1443, PAE1484, PAE0296, PAE2022, PAE2357, PAE1544, PAE0640, PAE2309, PAE3163, PAE2449, PAE3605, PAE0783, PAE1627, PAE1638, PAE2071, PAE3208, PAE0019, PAE0813, PAE3327, PAE0146, PAE2679, PAE2684, PAE1218, PAE1760, PAE0013, PAE3437, PAE2640, PAE3378, PAE2164, PAE0171, PAE0170, PAE3329, PAE2120, PAE1645, PAE0781, PAE2282, Pars_0006, Pars_0433, Pars_0703, Pars_0836, Pars_0990, Pars_1924, Pars_2088, Pars_2298, Pars_0264, Pars_2028, Pars_0627, Pars_1855, Pars_2059, Pars_1853, Pars_0399, Pars_0425, Pars_1561, Pars_2084, Pars_0343, Pars_0668, Pars_2155, Pars_0438, Pars_1526, Pars_2364, Pars_1428, Pars_0037, Pars_1981, Pars_1988, Pars_2104, Pars_0057, Pars_0792, Pars_0504, Pars_0550, Pars_1742, Pars_1776, Pars_0311, Pars_0752, Pars_1087, Pars_1872, Pars_1005, Pars_0806, Pars_2186, Pars_2187, Pars_1743, Pars_2132, Pars_1649, Pars_1976, Pars_0035, Pars_1810, Pars_2125, Pcal_0142, Pcal_0905, Pcal_0946, Pcal_0412, Pcal_0495, Pcal_0687, Pcal_1273, Pcal_0822, Pcal_1595, Pcal_1185, Pcal_0610, Pcal_1183, Pcal_2085, Pcal_0796, Pcal_0536, Pcal_1689, Pcal_0008, Pcal_1198, Pcal_1653, Pcal_0295, Pcal_1924, Pcal_1927, Pcal_0200, Pcal_0589, Pcal_0596, Pcal_2145, Pcal_0791, Pcal_0023, Pcal_1415, Pcal_1735, Pcal_0266, Pcal_0346, Pcal_0543, Pcal_0792, Pcal_1032, Pcal_0159, Pcal_1078, Pcal_1890, Pcal_1316, Pcal_1055, Pcal_0584, Pcal_1734, Pcal_2147, Pcal_1638, Pcal_2070, Pisl_1759, Pisl_2001, Pisl_0858, Pisl_1838, Pisl_0307, Pisl_0653, Pisl_1426, Pisl_1248, Pisl_1639, Pisl_1808, Pisl_0995, Pisl_1590, Pisl_0997, Pisl_0709, Pisl_1563, Pisl_1834, Pisl_1578, Pisl_0622, Pisl_1613, Pisl_0725, Pisl_1023, Pisl_0410, Pisl_1076, Pisl_1655, Pisl_1662, Pisl_1854, Pisl_0045, Pisl_1100, Pisl_0810, Pisl_0572, Pisl_1971, Pisl_1303, Pisl_1717, Pisl_0038, Pisl_0979, Pisl_0565, Pisl_1878, Pisl_0807, Pisl_1975, Pisl_1974, Pisl_0573, Pisl_0955, Pisl_1667, Pisl_1074, Pisl_1008, Pisl_1250, PAB2298, PAB1869, PAB0625, PAB0751, PAB1002, PAB2328, PAB0125, PAB0208, PAB0619, PAB1229, PAB1227, PAB0108, PAB0322, PAB0392, PAB2312, PAB7115, PAB2062.1n, PAB1938, PAB1236, PAB2257, PAB7359, PAB2299, PAB0758a, PAB3089, PAB3117, PAB0960, PAB1522.1n, PAB2324, PAB0714, PAB2311, PAB1533, PAB0211, PAB2104, PAB2035, PAB0475, PAB0842, PAB0668, PAB7155, PAB3293, PAB0917, PAB0661, PAB0953, PAB1243, PAB1544, PAB0331, PAB1922, PAB7338, PAB0603, PAB1517, PAB1726, PAB1641, PAB1642, PAB0976, PAB1912, PAB0950, PAB0838, PF0007, PF0230, PF1072, PF1406, PF2051, PF0113, PF0232, PF1790, PF1088, PF0095, PF1734, PF0054, PF1543, PF1732, PF0250, PF0739, PF1231, PF1601, PF1022, PF1893, PF0607, PF0829, PF1722, PF1831, PF0322, PF0524, PF2053, PF0851, PF1194, PF0055, PF0505, PF0512, PF1386, PF1735, PF1794, PF1851, PF0691, PF0487, PF0988, PF1029, PF2062, PF0263, PF0709, PF1476, PF0584, PF1198, PF0535, PF1295, PF1338, PF1337, PF0687, PF1377, PF0491, PF0496, PF0661, PF1743, PF0124, PF0649, PH0062, PH1101, PH0199, PH0289, PH0825, PH1061, PH1406, PH1744, PH1930, PH1932, PH0977, PH0952, PH0180, PH1692, PH0045, PH1856.1n, PH0061, PHS045, PH1592, PH1916, PH0140, PH1519, PHS023, PH1055, PHS034, PHS051, PHSO46, PH0601, PHS024, PH0468, PH1163, PH0046, PH0787, PH0783, PH1471, PH1691, PH1748, PH1808, PH0660, PH0804, PH0995, PH0614, PH0914, PH0718.1n, PH1080, PH0763, PH1009, PH1161, PH1160, PH1482, PH0864, PH0619, PH0751, PH0799, PH1034, PH0588, Smar_0567, Smar_0017, Smar_0429, Smar_1295, Smar_0048, Smar_0184, Smar_0954, Smar_1451, Smar_0205, Smar_0336, Smar_0366, Smar_1141, Smar_0476, Smar_0879, Smar_0338, Smar_0194, Smar_0612, Smar_0915, Smar_1254, Smar_1341, Smar_0279, Smar_1409, Smar_0319, Smar_0758, Smar_1442, Smar_1514, Smar_1075, Smar_1322, Smar_0054, Smar_1137, Smar_1250, Smar_0918, Smar_0086, Saci_0006, Saci_0446, Saci_1068, Saci_1787, Saci_1979, Saci_0800, Saci_1710, Saci_2236, Saci_2266, Saci_2136, Saci_0992, Saci_0731, Saci_0752, Saci_1304, Saci_1588, Saci_0944, Saci_0843, Saci_0942, Saci_0264, Saci_1391, Saci_0476, Saci_1223, Saci_0112, Saci_0048, Saci_1851, Saci_0455, Saci_2061, Saci_2116, Saci_2167, Saci_2183, Saci_2296, Saci_0655, Saci_1344, Saci_1505, Saci_2359, Saci_1192, Saci_2313, Saci_0161, Saci_0102, Saci_0133, Saci_0874, Saci_1219, Saci_1482, Saci_1670, Saci_1956, Saci_2112, Saci_0488, Saci_0483, Saci_1180, Saci_1171, Saci_1186, Saci_1242, Saci_0489, Saci_1005, Saci_2352, Saci_0380, Saci_1336, Saci_1230, Saci_2283, Saci_1107, Saci_0866, Saci_1341, Saci_0652, Saci_0842, Saci_1161, SSO0458, SSO0620, SSO9953, SSO2688, SSO0200, SSO1423, SSO2114, SSO2347, SSO3103, SSO5522, SSO0977, SSO0606, SSO2131, SSO10340, SSO0157, SSO6024, SSO0659, SSO5826, SSO10342, SSO3242, SSO0669, SSO2273, SSO2244, SSO1589, SSO1255, SSO0447, SSO0785, SSO1008, SSO1219, SSO1306, SSO1536, SSO2058, SSO3061, SSO3080, SSO1868, SSO3097, SSO2474, SSO3188, SSO0107, SSO0270, SSO0387, SSO0942, SSO1066, SSO0040, SSO1264, SSO1384, SSO1750, SSO1897, SSO2090, SSO2132, SSO2933, SSO2992, SSO2897, SSO3176, SSO0048, SSO0365, SSO1082, SSO1108, SSO1352, SSO1101, SSO1110, SSO2652, SSO1695, SSO1748, SSO2957, SSO2327, SSO0038, SSO0049, SSO0994, SSO2138, SSO2571, SSO0951, SSO2206, SSO2089, SSO2598, SSO2506, SSO0446, SSO0946, SSO0266, SSO0426, SSO2073, STO236, ST1060, ST1064, ST1076, ST1486, ST1604, ST1889, STS229, STO720, STO173, STS095, ST2514, ST1022, ST2372, STO193, STO489, ST1115, ST1301, STSO42, ST1473, STS071, STS074, STS163, STS072, STS250, STS248, ST2039, ST2236, ST2114, ST2562, STO051, STO164, STO722, ST2550, ST1593, STO256, STO331, ST1268, ST2084, ST2190, ST1409, STO808, STS035, STO758, ST1043, ST1386, ST1710, ST1716, ST1867, ST1890, ST2388, STS086, STO749, STO837, STO980, ST2050, STO757, STO766, ST2210, ST1773, ST1340, ST1054, ST1275, ST1007, ST1041, STO684, STO072, STO349, ST1271, STO334, ST1630, STO371, TK0063, TK0559, TK1041, TK1261, TK1826, TK1881, TK2190, TK1086, TK1883, TK1955, TK2291, TK2134, TK1285, TK1487, TK0168, TK1331, TK0567, TK0834, TK1491, TK1210, TK2110, TK2052, TK0143, TK1413, TK2289, TK2270, TK1815, TK1439, TK0695, TK1259, TK0107, TK0448, TK1057, TK1058, TK1272, TK0697, TK0126, TK0539, TK1266, TK1688, TK2197, TK2218, TK1489, TK1339, TK0142, TK0169, TK1246, TK0770, TK1494, TK1924, TK2107, TK1143, TK1654, TK0151, TK0779, TK2151, TK0132, TK2287, TK1280, TK2024, TK0471, TK1769, TK1913, TK1050, Tpen_0466, Tpen_0552, Tpen_0860, Tpen_1509, Tpen_0232, Tpen_0836, Tpen_1499, Tpen_0577, Tpen_0018, Tpen_0579, Tpen_0150, Tpen_0366, Tpen_0869, Tpen_0668, Tpen_0348, Tpen_1236, Tpen_0124, Tpen_0102, Tpen_0973, Tpen_1621, Tpen_0378, Tpen_0538, Tpen_0707, Tpen_0776, Tpen_0069, Tpen_0090, Tpen_0173, Tpen_1796, Tpen_1358, Tpen_0115, Tpen_1464, Tpen_1595, Tpen_1401, Tpen_0901, Tpen_1818, Tpen_0293, Tpen_0690, Tpen_0374, Tpen_0710, Tpen_0070, Tpen_1551, Tpen_1591, Tpen_1154, Tpen_1562, Ta0472, Ta0731, Ta1110, Ta0115, Ta1173, Ta1443, Ta0185, Ta0678, Ta0608, Ta0257, Ta0981, Ta0093, Ta0550m, Ta0842, Ta0872, Ta1362m, Ta0736, Ta1394, Ta0166, Ta0675, Ta0748, Ta1231, Ta1186, Ta0106, Ta0948, Ta1282m, Ta1363, Ta0131, Ta0320m, Ta0411, Ta1064, Ta1166, Ta1218, Ta1503, Ta0201, Ta0346, Ta1496, Ta0868m, Ta1061m, Ta0825, Ta0795, Ta0199, Ta1485, Ta0945, Ta0940, Ta0134, Ta0685, Ta0890, Ta1324, TVN0192, TVN0983, TVN1251, TVN0658, TVN0295, TVN1196, TVN1337, TVN1127, TVN0160, TVN0945, TVN0938, TVN0292, TVN0236, TVN0364, TVN0447, TVN0906, TVN1422, TVN0185, TVN0291, TVN0514, TVN 1093, TVN0210, TVN 1272, TVN0519, TVN0603, TVN 1246, TVN 1408, TVN 1203, TVN1162, TVN0516, TVN1265, TVN1392, TVN1493, TVN0934, TVN0728, TVN0704, TVN1394, TVN0084, TVN1083, TVN1089, TVN0213, TVN1149, TVN0972, TVN0377, LRC567, RCIX1274, RCIX1420, RCIX1655, RCIX1698, RCIX2213, RCIX2336, RRC298, RRC486, RRC76, RCIX1140, RCIX2193, RCIX670, RCIX684, RCIX808, RCIX820, LRC582, RCIX785, LRC109, RCIX103, RCIX105, RCIX106, RCIX1508, RCIX1739, RCIX2247, RRC465, RCIX1740, RCIX2328, RRC178, LRC575, RCIX1349, RCIX1520, LRC520, RCIX125, RCIX1430, RCIX148, RCIX1527, RCIX1743, RCIX2456, RCIX449, RCIX571, RRC212, RCIX960, LRC190, RCIX1230, RCIX414, RCIX1747, LRC319, RCIX1292, RCIX1376, RCIX2173, RCIX2196, RRC154, RCIX1238, RCIX1068, RCIX1190, RCIX1914, RCIX2177, RCIX824, RCIX989, RCIX2108, LRC274, LRC304, RCIX1189, RCIX1785, RCIX1790, and RCIX90.
In various embodiments, the engineered protein sensor and/or switch is an engineered version of a B. subtilis TF, such as Abh, AbrB, AcoR, AdaA, AhrC, AlaR, AIsR, AnsR, AraR, ArfM, ArsR, AzIB, BirA, BkdR, BItR, BmrR, CcpA, CcpB, CcpC, CggR, CheB, CheV, CheY, CitR, CitT, CodY, ComA, ComK, ComZ, CssR, CtsR, DctR, DegA, DegU, DeoR, DnaA, ExuR, FNR, FruR, Fur, GabR, GerE, GIcK, GIcR, GIcT, GInR, GIpP, GItC, GItR, GntR, GutR, Hbs, Hpr, HrcA, HtrA, HutP, HxIR, loiR, Ipi, KdgR, KipR, LacR, LevR, LexA, LicR, LicT, LmrA, LrpA, LrpB, LrpC, LytR, LytT, ManR, MecA, Med, MntR, MsmR, Mta, MtIR, MtrB, NhaX, PadR, PaiA, PaiB, PerR, Phage PBSX transcriptional regulator, PhoP, PksA, PucR, PurR, PyrR, RbsR, ResD, Rho, RocR, Rok, RpIT, RsfA, SacT, SacV, SacY, SenS, SigA, SigB, SigD, SigE, SigF, SigG, SigH, Sigl, SigK, SigL, SigM, SigV, SigW, SigX, SigY, SigZ, SinR, Slr, SpIA, SpoOA, SpoOF, SpoIIID, SpoVT, TenA, Tenl, TnrA, TreR, TrnB-GIy1, TrnB-Phe, TrnD-Cys, TrnD-Gly, TrnD-Phe, TrnD-Ser, TrnD-Trp, TrnD-Tyr, Trnl-Gly, Trnl-Thr, TrnJ-Gly, TrnS-Leu2, TrnSL-Tyr1, TrnSL-VaI2, Xpf, Xre, XyIR, YacF, YazB, YbaL, YbbB, YbbH, YbdJ, YbfA, Ybfl, YbfP, YbgA, YcbA, YcbB, YcbG, YcbL, YccF, YccH, YceK, YcgE, YcgK, YcIA, YcIJ, YcnC, YcnK, YcxD, YczG, YdcH, YdcN, YdeB, YdeC, YdeE, YdeF, YdeL, YdeP, YdeS, YdeT, YdfD, YdfF, Ydfl, YdfL, YdgC, YdgG, YdgJ, YdhC, YdhQ, YdhR, YdiH, YdzF, YerO, YesN, YesS, YetL, YezC, YezE, YfhP, YfiA, YfiF, YfiK, YfiR, YfiV, YfmP, Yhbl, YhcB, YhcF, YhcZ, YhdE, Yhdl, YhdQ, YhgD, YhjH, YhjM, YisR, YisV, YjbD, Yjdl, YkmA, YkoG, YkoM, YkvE, YkvN, YkvZ, YlaC, YlbO, YIpC, YmfC, Ynel, YoaU, YobD, YobQ, YocG, YodB, YofA, YonR, YopO, YopS, YozA, YozG, YpbH, YpIP, YpoP, YpuH, YqaE, YqaF, YgaG, YqfL, YqzB, YraB, YraN, YrdQ, Yrhl, YrhM, YrkP, YrxA, YrzC, YsiA, YsmB, YtcD, YtdP, YtII, YtrA, YtsA, YttP, YtzE, YufM, YuIB, YurK, YusO, YusT, YuxN, YvaF, YvaN, YvaO, YvaP, YvbA, YvbU, YvcP, YvdE, YvdT, Yvfl, YyfU, YvhJ, YvkB, YvmB, YvnA, YvoA, YvqC, YvrH, Yvrl, YvyD, YvzC, YwaE, Ywbl, YwcC, YwfK, YwgB, YwhA, YwoH, YwqM, YwrC, YwtF, YxaD, YxaF, YxbF, YxdJ, YxjL, YxjO, YyaN, YybA, YybE, YybR, YycF, YydK, and Zur.
In various embodiments, the engineered protein sensor and/or switch is an engineered version of a Arabidopsis thaliana TF, such as AT1G01060, AT1G01380, AT1G01530, AT1G02340, AT1G04370, AT1G06160, AT1G07640, AT1G09530, AT1G09770, AT1G10170, AT1G12610, AT1G12860, AT1G12980, AT1G13960, AT1G14350, AT1G14920, AT1G15360, AT1G16490, AT1G18570, AT1G19220, AT1G19350, AT1G19850, AT1G21970, AT1G22070, AT1G23420, AT1G24260, AT1G24590, AT1G25560, AT1G26310, AT1G26870, AT1G26945, AT1G27730, AT1G28300, AT1G30210, AT1G30330, AT1G30490, AT1G32330, AT1G32540, AT1G32640, AT1G32770, AT1G33240, AT1G34370, AT1G34790, AT1G35515, AT1G42990, AT1G45249, AT1G46768, AT1G47870, AT1G51700, AT1G52150, AT1G52880, AT1G52890, AT1G53230, AT1G53910, AT1G54060, AT1G55580, AT1G55600, AT1G56010, AT1G56650, AT1G62300, AT1G62360, AT1G63650, AT1G65620, AT1G66350, AT1G66390, AT1G66600, AT1G67260, AT1G68640, AT1G69120, AT1G69180, AT1G69490, AT1G69600, AT1G70510, AT1G71030, AT1G71692, AT1G71930, AT1G73730, AT1G74930, AT1G75080, AT1G76420, AT1G77850, AT1G78600, AT1G79180, AT1G79580, AT1G79840, AT2G01500, AT2G01570, AT2G01930, AT2G02450, AT2G03340, AT2G16910, AT2G17950, AT2G20180, AT2G22300, AT2G22540, AT2G22630, AT2G22770, AT2G23760, AT2G24570, AT2G26150, AT2G27050, AT2G27300, AT2G27990, AT2G28160, AT2G28350, AT2G28550, AT2G28610, AT2G30250, AT2G30432, AT2G33810, AT2G33835, AT2G33860, AT2G33880, AT2G34710, AT2G36010, AT2G36270, AT2G36890, AT2G37260, AT2G37630, AT2G38470, AT2G40220, AT2G40950, AT2G42200, AT2G42830, AT2G43010, AT2G45190, AT2G45660, AT2G46270, AT2G46410, AT2G46680, AT2G46770, AT2G46830, AT2G46870, AT2G46970, AT2G47190, AT2G47460, AT3G01140, AT3G01470, AT3G02990, AT3G03450, AT3G04670, AT3G07650, AT3G10800, AT3G11440, AT3G12250, AT3G13540, AT3G13890, AT3G15170, AT3G15210, AT3G15500, AT3G15510, AT3G16770, AT3G16857, AT3G17609, AT3G18990, AT3G19290, AT3G20310, AT3G20770, AT3G22170, AT3G23130, AT3G23250, AT3G24650, AT3G25710, AT3G26744, AT3G26790, AT3G27785, AT3G27810, AT3G27920, AT3G28470, AT3G28910, AT3G44750, AT3G46640, AT3G48160, AT3G48430, AT3G49940, AT3G50410, AT3G51060, AT3G54220, AT3G54320, AT3G54340, AT3G54620, AT3G55370, AT3G56400, AT3G58070, AT3G58780, AT3G59060, AT3G61850, AT3G61890, AT3G61910, AT3G62420, AT4G00120, AT4G00180, AT4G00220, AT4G01250, AT4G01540, AT4G02560, AT4G04450, AT4G08150, AT4G09820, AT4G09960, AT4G15090, AT4G16110, AT4G16780, AT4G17750, AT4G18960, AT4G20380, AT4G21330, AT4G21750, AT4G23550, AT4G23810, AT4G24020, AT4G24240, AT4G24470, AT4G24540, AT4G25470, AT4G25480, AT4G25490, AT4G25530, AT4G26150, AT4G27330, AT4G27410, AT4G28110, AT4G28610, AT4G30080, AT4G31550, AT4G31800, AT4G31920, AT4G32730, AT4G32880, AT4G32980, AT4G34000, AT4G34590, AT4G34990, AT4G35900, AT4G36730, AT4G36870, AT4G36920, AT4G36930, AT4G37540, AT4G37650, AT4G37750, AT4G38620, AT5G01900, AT5G02030, AT5G02470, AT5G03150, AT5G03680, AT5G03790, AT5G04240, AT5G05410, AT5G06070, AT5G06100, AT5G06650, AT5G06950, AT5G06960, AT5G07100, AT5G07690, AT5G07700, AT5G08130, AT5G09750, AT5G10140, AT5G10510, AT5G11260, AT5G11510, AT5G12870, AT5G13790, AT5G14010, AT5G14750, AT5G14960, AT5G15840, AT5G15850, AT5G16560, AT5G16820, AT5G17300, AT5G17430, AT5G18560, AT5G18830, AT5G20240, AT5G20730, AT5G21120, AT5G22220, AT5G22570, AT5G23000, AT5G23260, AT5G26660, AT5G35550, AT5G35770, AT5G37020, AT5G37260, AT5G40330, AT5G40350, AT5G40360, AT5G41315, AT5G41410, AT5G42630, AT5G43270, AT5G45980, AT5G47220, AT5G48670, AT5G51990, AT5G52830, AT5G53200, AT5G53210, AT5G53950, AT5G54070, AT5G56110, AT5G56270, AT5G56860, AT5G59570, AT5G59820,
AT5G60690, AT5G60890, AT5G60910, AT5G61270, AT5G61420, AT5G61850, AT5G62000, AT5G62020, AT5G62380, AT5G62430, AT5G65050, AT5G66870, AT5G67300, and AT5G67420.
In various embodiments, the engineered protein sensor and/or switch is an engineered version of a Drosophila melanogaster TF, such as CG10325, CG11648, CG6093, CG3796, CG9151, CG15845, CG3935, CG3166, CG8376, CG3258, CG6677, CG3629, CG1034, CG3578, CG11491, CG12653, CG1759, CG6384, CG11924, CG4881, CG8367, CG17894, CG8669, CG2714, CG5893, CG9745, CG5102, CG2189, CG33183, CG9908, CG10798, CG1897, CG11094, CG2711, CG10604, CG32346, CG5714, CG1765, CG7383, CG32180, CG8127, CG1007, CG2988, CG9015, CG14941, CG8365, CG2328, CG8933, CG10488, CG6502, CG10002, CG2707, CG10034, CG2047, CG4059, CG33133, CG9656, CG2692, CG3388, CG7952, CG6494, CG11607, CG9786, CG4694, CG9768, CG1619, CG5748, CG17117, CG17835, CG2275, CG33956, CG10197, CG4717, CG4761, CG3340, CG3647, CG3758, CG4158, CG4148, CG7664, CG10699, CG5954, CG17743, CG1264, CG3839, CG32120, CG1689, CG8346, CG6096, CG8361, CG1705, CG14548, CG8328, CG8333, CG2050, CG18740, CG9045, CG10250, CG11450, CG6534, CG3851, CG1133, CG7467, CG6824, CG5109, CG12212, CG3978, CG17077, CG9610, CG8246, CG6716, CG7230, CG6348, CG10393, CG1849, CG9495, CG1030, CG8544, CG7734, CG1641, CG16738, CG3956, CG3836, CG11121, CG7847, CG3992, CG7938, CG17958, CG6993, CG8573, CG8599, CG8409, CG8068, CG11502, CG4216, CG16778, CG1378, CG6883, CG8651, CG1374, CG1856, CG10619, CG2956, CG10388, CG2762, CG4380, CG6172, CG7803, CG1046, CG1048, CG3411, CG12154, CG7895, CG3827, CG11387, CG17950, CG12287, CG7450, CG2368, CG6143, CG6338, CG2939, CG6464, CG17228, CG1322, CG1449, CG7672, CG14307, CG7771, CG5403, CG3497, CG5488, CG4220, CG2125, CG18412, CG7902, CG7937, CG18023, CG9097, CG2102, CG1130, CG3242, CG10021, CG1132, CG3668, CG11921, CG11922, CG9310, CG8887, CG3114, CG6634, CG1464, CG11049, CG14513, CG3090, CG8404, CG3886, CG12052, CG4354, CG1454, CG7018, CG5583, CG2914, CG4952, CG5683, CG4491, CG33152, CG9930, CG5441, CG6570, CG3905, CG8704, CG17921, CG4817, CG7562, CG2851, CG5965, CG7508, CG5580, CG5557, CG6964, CG5575, CG6794, CG2655, CG3052, CG6545, CG7187, CG17161, CG8625, CG12399, CG1775, CG1429, CG31240, CG7260, CG5529, CG4654, CG12223, CG6376, CG5247, CG11494, CG33261, CG12296, CG8103, CG1072, CG7959, CG7960, CG8567, CG18389, CG11992, CG5069, CG12245, CG10601, CG6103, CG1864, CG2678, CG5264, CG11987, CG6215, CG8522, CG7199, CG11783, CG8396, CG11798, CG9019, CG4029, CG10036, CG7951, CG7659, CG1650, CG10159, CG15319, CG5838, CG9398, CG7413, CG5393, CG10571, CG10605, CG14029, CG6604, CG17888, CG13598, CG4257, CG13951, CG9648, CG11186, CG3858, CG9696, CG5799, CG14938, CG1343, CG6312, CG5201, CG10052, CG8013, CG1447, CG32788, CG11202, CG9415, CG1507, CG10270, CG3998, CG5005, CG10269, CG7391, CG8667, CG8727, CG5206, CG13316, CG7807, CG2819, CG3848, CG16902, CG6269, CG10016, CG7760, CG9653, CG1414, CG15552, CG4013, CG8524, CG1071, CG5649, CG2712, CG1605, CG11182, CG18455, CG4303, CG9102, CG17829, CG2932, CG11551, CG2262, CG8474, CG6352, CG6121, CG7958, CG4143, CG11354, CG5935, CG8290, CG32575, CG9418, CG11352, CG3871, CG6627, CG1024, CG8108, CG2790, CG1966, CG11194, CG9776, CG7758, CG8208, CG2244, CG5067, CG5229, CG18783, CG18124, CG15286, CG11405, CG3268, CG11902, CG5133, CG15269, CG3491, CG17328, CG4185, CG16863, CG12630, CG32904, CG17594, CG1922, CG13906, CG18024, CG9233, CG12690, CG2875, CG17592, CG4136, CG12236, CG3726, CG3815, CG3847, CG14441, CG14438, CG3075, CG4575, CG3032, CG4617, CG9650, CG2116, CG2120, CG2129, CG15336, CG10959, CG18262, CG11294, CG12075, CG15365, CG7041, CG7055, CG2889, CG9817, CG2202, CG11122, CG11696, CG11695, CG11085, CG4404, CG4318, CG15749, CG1716, CG11172, CG11071, CG6211, CG9215, CG8119, CG8944, CG8578, CG8909, CG8924, CG9609, CG6769, CG5927, CG6470, CG7101, CG7556, CG14200, CG9571, CG11710, CG1529, CG11617, CG4133, CG31670, CG11723, CG17257, CG3407, CG17612, CG15435, CG15436, CG9088, CG13775, CG9200, CG4496, CG3838, CG13123, CG18619, CG18144, CG5034, CG12299, CG4621, CG6686, CG6792, CG9932, CG5204, CG9305, CG7099, CG5953, CG17912, CG5545, CG10348, CG10431, CG10446, CG17568, CG10263, CG10366, CG10462, CG10447, CG10631, CG10949, CG9342, CG18362, CG15216, CG1832, CG3136, CG2682, CG1845, CG1621, CG1620, CG1603, CG1602, CG12769, CG11641, CG8643, CG8216, CG1663, CG18446, CG12744, CG1407, CG18011, CG12942, CG12391, CG13204, CG12370, CG8821, CG8819, CG3850, CG4676, CG6061, CG6701, CG17385, CG17390, CG10209, CG8089, CG8092, CG16801, CG8314, CG8388, CG7786, CG4282, CG15710, CG17287, CG18468, CG4903, CG15073, CG11906, CG13424, CG9954, CG10543, CG9437, CG10321, CG10318, CG13493, CG11301, CG10344, CG9895, CG9890, CG9876, CG3941, CG5591, CG3065, CG3328, CG11414, CG4707, CG6905, CG1233, CG17181, CG13897, CG9139, CG2199, CG12104, CG1244, CG15812, CG14962, CG14965, CG12029, CG12605, CG15011, CG5249, CG17334, CG13287, CG13296, CG10274, CG7386, CG10147, CG8591, CG7404, CG7015, CG6683, CG6765, CG5093, CG5187, CG3891, CG3445, CG3654, CG7839, CG6272, CG11799, CG7368, CG4328, CG10704, CG10654, CG14117, CG17361, CG17359, CG7345, CG3919, CG6854, CG13458, CG7372, CG15715, CG9705, CG32171, CG18265, CG7271, CG4076, CG8765, CG11456, CG10565, CG7204, CG11247, CG14451, CG14655, CG14667, CG12162, CG10979, CG10296, CG9727, CG10267, CG33323, CG2702, CG9638, CG7963, CG8145, CG11762, CG8159, CG9793, CG9797, CG8359, CG11966, CG11984, CG11033, CG12952, CG16779, CG8301, CG8319, CG16899, CG8478, CG8484, CG6254, CG4570, CG4820, CG6689, CG6791, CG14710, CG6808, CG14711, CG6813, CG18476, CG6913, CG10042, CG5196, CG5245, CG33976, CG7518, CG15889, CG3143, CG7987, CG14860, CG6654, CG6276, CG5083, CG10278, CG5952, CG10309, CG3995, CG17803, CG17806, CG17802, CG17801, CG7357, CG7785, CG18599, CG7691, CG17186, CG4424, CG4854, CG4413, CG4936, CG4360, CG4217, CG15696, CG5737, CG7056, CG7045, CG7046, CG6990, CG4677, CG33336, CG4374, CG6129, CG5669, CG13617, CG13624, CG6892, CG11375, CG10669, CG4553, CG4730, CG17198, CG17197, CG17195, CG4956, CG32474, CG3350, CG5586, CG1647, CG14514, CG15504, CG15514, CG7928, CG2229, CG12071, CG11317, CG12054, CG1792, CG2052, CG11093, CG11152, CG11153, CG17172, CG6889, CG3743, CG13475, CG3526, CG11398, CG12767, CG15367, CG33473, CG14767, CG3576, CG12659, CG13109, CG12809, CG8817, CG8254, CG16910, CG3274, CG18764, CG32139, CG32577, CG2380, CG15736, CG13399, CG4427, CG12219, CG18647, CG31753, CG33720, CG30011, CG30020, CG30077, CG30401, CG30403, CG30420, CG30431, CG30443, CG31169, CG31224, CG31365, CG31388, CG31392, CG31441, CG31460, CG31481, CG31510, CG31612, CG31632, CG31642, CG31782, CG31835, CG31875, CG31955, CG32006, CG32050, CG32105, CG32121, CG32264, CG32296, CG32532, CG32719, CG32767, CG32772, CG32778, CG32830, CG33695, CG32982, CG33178, CG33213, CG33221, CG33520, CG33525, CG33557, CG33936, CG33980, CG34031, CG12632, CG17469, CG34100, CG34145, CG34149, CG34340, CG34346, CG34367, CG34376, CG34395, CG34403, CG34406, CG34407, CG34415, CG34419, CG34421, CG34422, CG8961, CG9397, CG10037, CG31258, CG31666, CG12196, CG6930, CG12238, CG33546, CG42234, CG34360, CG42267, CG42277, CG42281, CG42311, CG42332, CG42344, CG4807, CG7752, CG12701, CG17100, CG11971, CG42516, CG42515, CG6667, CG1028, CG3281, CG12124, CG42599, CG8506, CG17836, CG1070, and CG8676.
In various embodiments, the engineered protein sensor and/or switch is an engineered version of a mouse TF, such as mouse loci 11538, 11568, 11569, 11614, 11622, 11624, 11632, 11634, 11694, 11695, 11733, 11736, 11819, 11835, 11859, 11863, 11864, 11865, 11878, 11906, 11908, 11909, 11910, 11911, 11920, 11921, 11922, 11923, 11924, 11925, 11991, 12013, 12014, 12020, 12021, 12022, 12023, 12029, 12051, 12053, 12142, 12151, 12173, 12180, 12189, 12192, 12224, 12265, 12326, 12355, 12387, 12393, 12394, 12395, 12399, 12400, 12416, 12417, 12418, 12454, 12455, 12566, 12567, 12572, 12578, 12579, 12580, 12581, 12590, 12591, 12592, 12606, 12607, 12608, 12609, 12611, 12653, 12677, 12705, 12753, 12785, 12848, 12912, 12913, 12914, 12915, 12916, 12951, 13017, 13018, 13047, 13048, 13134, 13163, 13170, 13172, 13180, 13196, 13198, 13345, 13390, 13392, 13393, 13394, 13395, 13396, 13433, 13435, 13486, 13494, 13496, 13555, 13557, 13559, 13560, 13591, 13592, 13593, 13626, 13653, 13654, 13655, 13656, 13661, 13709, 13710, 13711, 13712, 13713, 13714, 13716, 13796, 13797, 13798, 13799, 13813, 13819, 13864, 13865, 13871, 13872, 13875, 13876, 13982, 13983, 13984, 14008, 14009, 14011, 14013, 14025, 14028, 14029, 14030, 14055, 14056, 14085, 14105, 14106, 14154, 14155, 14200, 14233, 14234, 14235, 14236, 14237, 14238, 14239, 14240, 14241, 14247, 14281, 14282, 14283, 14284, 14359, 14390, 14391, 14457, 14460, 14461, 14462, 14463, 14464, 14465, 14472, 14489, 14531, 14534, 14536, 14581, 14582, 14605, 14632, 14633, 14634, 14659, 14797, 14815, 14836, 14842, 14843, 14884, 14885, 14886, 14896, 14912, 15110, 15111, 15161, 15163, 15181, 15182, 15183, 15184, 15185, 15193, 15205, 15206, 15207, 15208, 15209, 15213, 15214, 15218, 15220, 15221, 15223, 15227, 15228, 15229, 15242, 15248, 15251, 15258, 15260, 15273, 15284, 15285, 15331, 15353, 15354, 15361, 15364, 15370, 15371, 15372, 15373, 15375, 15376, 15377, 15378, 15379, 15384, 15394, 15395, 15396, 15397, 15398, 15399, 15400, 15401, 15402, 15403, 15404, 15405, 15407, 15408, 15410, 15412, 15413, 15414, 15415, 15416, 15417, 15421, 15422, 15423, 15424, 15425, 15426, 15427, 15429, 15430, 15431, 15432, 15433, 15434, 15436, 15437, 15438, 15460, 15499, 15500, 15563, 15569, 15900, 15901, 15902, 15903, 15904, 15951, 15976, 16150, 16151, 16201, 16348, 16362, 16363, 16364, 16371, 16372, 16373, 16391, 16392, 16476, 16477, 16478, 16596, 16597, 16598, 16599, 16600, 16601, 16656, 16658, 16761, 16764, 16814, 16815, 16825, 16826, 16842, 16869, 16870, 16871, 16872, 16873, 16874, 16875, 16876, 16909, 16911, 16917, 16918, 16969, 17095, 17119, 17121, 17122, 17125, 17126, 17127, 17128, 17129, 17130, 17131, 17132, 17133, 17134, 17135, 17172, 17173, 17187, 17188, 17191, 17192, 17215, 17216, 17217, 17218, 17219, 17220, 17257, 17258, 17259, 17260, 17261, 17268, 17274, 17283, 17285, 17286, 17300, 17301, 17318, 17341, 17342, 17344, 17354, 17355, 17420, 17425, 17428, 17480, 17536, 17537, 17681, 17684, 17692, 17701, 17702, 17703, 17749, 17764, 17765, 17859, 17863, 17864, 17865, 17869, 17870, 17876, 17877, 17878, 17927, 17928, 17932, 17933, 17936, 17937, 17938, 17977, 17978, 17979, 17984, 18002, 18012, 18013, 18014, 18018, 18019, 18020, 18021, 18022, 18023, 18024, 18025, 18027, 18028, 18029, 18030, 18032, 18033, 18034, 18036, 18037, 18038, 18044, 18045, 18046, 18071, 18072, 18088, 18089, 18091, 18092, 18094, 18095, 18096, 18109, 18124, 18128, 18129, 18131, 18132, 18140, 18142, 18143, 18171, 18181, 18185, 18193, 18198, 18227, 18291, 18292, 18393, 18412, 18420, 18423, 18424, 18426, 18432, 18503, 18504, 18505, 18506, 18507, 18508, 18509, 18510, 18511, 18514, 18515, 18516, 18519, 18572, 18606, 18609, 18612, 18616, 18617, 18626, 18627, 18628, 18667, 18676, 18685, 18736, 18740, 18741, 18742, 18771, 18789, 18854, 18933, 18935, 18983, 18985, 18986, 18987, 18988, 18990, 18991, 18992, 18993, 18994, 18995, 18996, 18997, 18998, 18999, 19009, 19013, 19014, 19015, 19016, 19017, 19018, 19049, 19056, 19060, 19084, 19099, 19127, 19130, 19182, 19184, 19202, 19213, 19231, 19290, 19291, 19326, 19330, 19377, 19401, 19411, 19434, 19645, 19650, 19651, 19664, 19668, 19687, 19696, 19697, 19698, 19708, 19712, 19724, 19725, 19726, 19727, 19763, 19820, 19822, 19826, 19883, 19885, 20016, 20017, 20018, 20019, 20020, 20021, 20022, 20024, 20128, 20174, 20181, 20182, 20183, 20185, 20186, 20204, 20218, 20220, 20230, 20231, 20232, 20289, 20371, 20375, 20384, 20409, 20429, 20439, 20464, 20465, 20466, 20467, 20471, 20472, 20473, 20474, 20475, 20476, 20480, 20481, 20583, 20585, 20586, 20587, 20589, 20591, 20592, 20602, 20613, 20638, 20664, 20665, 20666, 20667, 20668, 20669, 20670, 20671, 20672, 20673, 20674, 20675, 20677, 20678, 20679, 20680, 20681, 20682, 20683, 20687, 20688, 20689, 20728, 20787, 20788, 20807, 20819, 20833, 20841, 20842, 20846, 20847, 20848, 20849, 20850, 20851, 20852, 20893, 20901, 20904, 20922, 20923, 20924, 20997, 21339, 21340, 21341, 21343, 21349, 21350, 21374, 21375, 21380, 21382, 21383, 21384, 21385, 21386, 21387, 21388, 21389, 21399, 21400, 21401, 21405, 21406, 21407, 21408, 21410, 21411, 21412, 21413, 21414, 21415, 21416, 21417, 21418, 21419, 21420, 21422, 21423, 21425, 21426, 21427, 21428, 21429, 21652, 21674, 21676, 21677, 21678, 21679, 21685, 21780, 21781, 21783, 21804, 21807, 21815, 21833, 21834, 21835, 21843, 21847, 21848, 21849, 21869, 21885, 21886, 21887, 21888, 21907, 21908, 21909, 21917, 21929, 21945, 21981, 22025, 22026, 22051, 22057, 22059, 22061, 22062, 22088, 22160, 22200, 22221, 22255, 22259, 22260, 22278, 22282, 22286, 22326, 22337, 22383, 22385, 22431, 22433, 22608, 22632, 22634, 22639, 22640, 22642, 22646, 22654, 22658, 22661, 22666, 22668, 22678, 22680, 22685, 22689, 22691, 22694, 22695, 22696, 22697, 22698, 22700, 22701, 22702, 22704, 22709, 22710, 22712, 22715, 22717, 22718, 22719, 22722, 22750, 22751, 22754, 22755, 22756, 22757, 22758, 22759, 22761, 22762, 22764, 22767, 22768, 22770, 22771, 22772, 22773, 22775, 22776, 22778, 22779, 22780, 23808, 23827, 23849, 23850, 23856, 23857, 23871, 23872, 23885, 23894, 23942, 23957, 23958, 23989, 23994, 24068, 24074, 24075, 24113, 24116, 24135, 24136, 26356, 26371, 26379, 26380, 26381, 26386, 26404, 26413, 26417, 26419, 26423, 26424, 26427, 26461, 26465, 26573, 26754, 26927, 26939, 27049, 27056, 27057, 27059, 27081, 27140, 27217, 27223, 27224, 27274, 27386, 28019, 29806, 29808, 29813, 29861, 29871, 30046, 30051, 30794, 30841, 30923, 30927, 30928, 30942, 30944, 30946, 30951, 50496, 50524, 50721, 50754, 50777, 50783, 50794, 50796, 50817, 50868, 50887, 50907, 50913, 50914, 50916, 50996, 51792, 51813, 52024, 52040, 52231, 52502, 52609, 52615, 52705, 52708, 52712, 52897, 53314, 53317, 53357, 53380, 53415, 53417, 53626, 53868, 53869, 53970, 53975, 54006, 54123, 54131, 54132, 54139, 54169, 54343, 54352, 54388, 54422, 54446, 54562, 54601, 54633, 54678, 54711, 55927, 55942, 55994, 56030, 56070, 56196, 56198, 56218, 56220, 56222, 56233, 56275, 56309, 56312, 56314, 56321, 56353, 56380, 56381, 56404, 56406, 56449, 56458, 56469, 56484, 56490, 56501, 56503, 56505, 56522, 56523, 56525, 56613, 56642, 56707, 56736, 56771, 56784, 56787, 56805, 56809, 56856, 56869, 57080, 57230, 57246, 57314, 57316, 57376, 57737, 57745, 57748, 57756, 57765, 57782, 58172, 58180, 58198, 58202, 58206, 58234, 58805, 59004, 59021, 59024, 59026, 59035, 59057, 59058, 60345, 60406, 60611, 64050, 64144, 64290, 64379, 64383, 64384, 64406, 64453, 64685, 65020, 65247, 65255, 65256, 65257, 66056, 66118, 66136, 66213, 66233, 66277, 66352, 66376, 66420, 66464, 66491, 66505, 66556, 66596, 66622, 66634, 66642, 66671, 66698, 66729, 66799, 66867, 66880, 66923, 66930, 66959, 66970, 66980, 66985, 67057, 67065, 67122, 67150, 67151, 67155, 67199, 67235, 67260, 67279, 67288, 67367, 67370, 67379, 67381, 67389, 67419, 67439, 67575, 67657, 67673, 67692, 67710, 67815, 67847, 67873, 67949, 67985, 67993, 68040, 68153, 68196, 68268, 68346, 68479, 68558, 68701, 68705, 68776, 68839, 68842, 68854, 68910, 68911, 68992, 69020, 69125, 69167, 69168, 69188, 69234, 69241, 69257, 69260, 69299, 69317, 69389, 69539, 69606, 69656, 69716, 69790, 69833, 69890, 69920, 69944, 70073, 70122, 70127, 70315, 70350, 70392, 70408, 70428, 70459, 70497, 70508, 70601, 70625, 70637, 70650, 70673, 70779, 70796, 70797, 70823, 70859, 70981, 71041, 71063, 71131, 71137, 71163, 71176, 71241, 71280, 71371, 71375, 71409, 71458, 71468, 71592, 71597, 71702, 71722, 71752, 71767, 71777, 71782, 71793, 71828, 71834, 71838, 71839, 71939, 71949, 71990, 71991, 72057, 72074, 72135, 72180, 72195, 72199, 72290, 72293, 72323, 72325, 72388, 72459, 72465, 72475, 72556, 72567, 72615, 72720, 72727, 72739, 72823, 72949, 72958, 73178, 73181, 73340, 73389, 73451, 73469, 73503, 73610, 73614, 73844, 73845, 73945, 74007, 74068, 74106, 74120, 74123, 74149, 74164, 74168, 74197, 74282, 74318, 74322, 74326, 74335, 74352, 74377, 74481, 74533, 74561, 74570, 74838, 75196, 75199, 75210, 75291, 75305, 75339, 75387, 75480, 75482, 75507, 75572, 75599, 75605, 75646, 75725, 75901, 76007, 76022, 76294, 76308, 76365, 76389, 76467, 76572, 76580, 76793, 76803, 76804, 76834, 76893, 76900, 77057, 77114, 77117, 77264, 77286, 77318, 77480, 77683, 77889, 77907, 77913, 78020, 78088, 78246, 78251, 78284, 78455, 78469, 78541, 78619, 78656, 78699, 78703, 78783, 78829, 78910, 78912, 78921, 78929, 79221, 79233, 79362, 79401, 80283, 80509, 80720, 80732, 80859, 80902, 81601, 81630, 81703, 81845, 81879, 83383, 83395, 83396, 83557, 83602, 83925, 83993, 84653, 93674, 93681, 93686, 93691, 93759, 93760, 93761, 93762, 93837, 93871, 94047, 94112, 94187, 94275, 96979, 97064, 97165, 98053, 98403, 99377, 99730, 100090, 100563, 100710, 100978, 101095, 101206, 102162, 102209, 102334, 103136, 103806, 103889, 104328, 104349, 104360, 104383, 104384, 104394, 104886, 105377, 105594, 105859, 106795, 106894, 107351, 107433, 107499, 107503, 107568, 107586, 107751, 107765, 107771, 107889, 107932, 107951, 108060, 108098, 108143, 108655, 108672, 108857, 109113, 109115, 109575, 109594, 109663, 109676, 109889, 109910, 109958, 109972, 109973, 109995, 110052, 110061, 110068, 110109, 110147, 110506, 110521, 110616, 110641, 110647, 110648, 110784, 110796, 110805, 110913, 112077, 114142, 114565, 114606, 114642, 114774, 114889, 116810, 116848, 116870, 116871, 116912, 117168, 117198, 117590, 118445, 140477, 140490, 140500, 140577, 140743, 170574, 170644, 170729, 170740, 170767, 170787, 170791, 170826, 170938, 192195, 192231, 192285, 192651, 192657, 193796, 195333, 208076, 208258, 208266, 208292, 208439, 208677, 208715, 209011, 209357, 209361, 209416, 209446, 209448, 209707, 210135, 210162, 211378, 212168, 212276, 212391, 212712, 213010, 213990, 214105, 214162, 214384, 214669, 214899, 215031, 216151, 216154, 216285, 216456, 216558, 216578, 217031, 217082, 217127, 217166, 217558, 218030, 218440, 218490, 218624, 218772, 218989, 219150, 223227, 223690, 223701, 223922, 224419, 224585, 224656, 224694, 224829, 224902, 224903, 225876, 225895, 225998, 226049, 226182, 226442, 226641, 226747, 226896, 227099, 227644, 227656, 227940, 228136, 228598, 228731, 228775, 228790, 228829, 228839, 228852, 228869, 228876, 228880, 228980, 229004, 229534, 229663, 229906, 230073, 230162, 230587, 230674, 230700, 230753, 230908, 230936, 230991, 231044, 231051, 231329, 231386, 231986, 231991, 232232, 232337, 232807, 232853, 232854, 232878, 232906, 233056, 233410, 233490, 233863, 233887, 233890, 233908, 233987, 234725, 234959, 235028, 235041, 235050, 235320, 235442, 235582, 235623, 235682, 236193, 237052, 237336, 237409, 237615, 237758, 237960, 238247, 239099, 239546, 239652, 240064, 240120, 240263, 240427, 240442, 240476, 240590, 240690, 241066, 241447, 241520, 242523, 242620, 242705, 243187, 243833, 243906, 243931, 243963, 243983, 244349, 244713, 244813, 244954, 245572, 245583, 245596, 245688, 245841, 246086, 246196, 246198, 246791, 252829, 260298, 268281, 268301, 268396, 268448, 268564, 268741, 268903, 268932, 269252, 269713, 269870, 270076, 270627, 271278, 271305, 272347, 272359, 272382, 277353, 319196, 319207, 319535, 319594, 319599, 319601, 319615, 319695, 319785, 320067, 320376, 320429, 320586, 320595, 320790, 320799, 320875, 320995, 328572, 330301, 330361, 330502, 332937, 338353, 347691, 353187, 353208, 378435, 381319, 386626, and 386655.
Illustrative aTFs are found in Ramos, et al. Microbiology and Molecular Biology Reviews, June 2005, p. 326-356 and Tropell, et al. Microbiol Mol Biol Rev. 2004 September; 68(3):474-500, the contents of which are hereby incorporated by reference in their entireties.
Protein sensor and/or switch amino acid sequences upon which engineering is to occur may, in various embodiments, be selected by sequence homology using one or more of BLASTP, PSI-BLAST, DELTA-BLAST, OR HMMER, JackHMMER, or the corresponding nucleotide sequences selected by sequence homology search.
Methods of identifying protein sequences that can be candidate protein sensors and/or switches are found in US 2016/0063177, the entire contents of which are hereby incorporated by reference in its entirety.
Various protein sensor and/or switches are engineered as part of the invention and can be interrogated with target molecules (cellularly or acellularly). Illustrative engineering approaches include mutagenesis that alters the binding activity of an allosteric protein, e.g. making the allosteric protein suitable for binding the target molecule at the expense of the allosteric proteins cognate ligand (i.e. the ligand that binds to the wild type allosteric protein). In some embodiments, mutagenesis comprises introducing one or more amino acid mutations, e.g. independently selected from substitutions, insertions, deletions, and truncations.
In some embodiments, the amino acid mutations are amino acid substitutions, and may include conservative and/or non-conservative substitutions.
“Conservative substitutions” may be made, for instance, on the basis of similarity in polarity, charge, size, solubility, hydrophobicity, hydrophilicity, and/or the amphipathic nature of the amino acid residues involved. The 20 naturally occurring amino acids can be grouped into the following six standard amino acid groups: (1) hydrophobic: Met, Ala, Val, Leu, Ile; (2) neutral hydrophilic: Cys, Ser, Thr; Asn, Gln; (3) acidic: Asp, Glu; (4) basic: His, Lys, Arg; (5) residues that influence chain orientation: Gly, Pro; and (6) aromatic: Trp, Tyr, Phe.
As used herein, “conservative substitutions” are defined as exchanges of an amino acid by another amino acid listed within the same group of the six standard amino acid groups shown above. For example, the exchange of Asp by Glu retains one negative charge in the so modified polypeptide. In addition, glycine and proline may be substituted for one another based on their ability to disrupt α-helices.
As used herein, “non-conservative substitutions” are defined as exchanges of an amino acid by another amino acid listed in a different group of the six standard amino acid groups (1) to (6) shown above.
In various embodiments, the substitutions may also include non-classical amino acids (e.g. selenocysteine, pyrrolysine, N-formylmethionine β-alanine, GABA and δ-Aminolevulinic acid, 4-aminobenzoic acid (PABA), D-isomers of the common amino acids, 2,4-diaminobutyric acid, α-amino isobutyric acid, 4-aminobutyric acid, Abu, 2-amino butyric acid, γ-Abu, ε-Ahx, 6-amino hexanoic acid, Aib, 2-amino isobutyric acid, 3-amino propionic acid, ornithine, norleucine, norvaline, hydroxyproline, sarcosme, citrulline, homocitrulline, cysteic acid, t-butylglycine, t-butylalanine, phenylglycine, cyclohexylalanine, 6-alanine, fluoro-amino acids, designer amino acids such as β methyl amino acids, C α-methyl amino acids, N α-methyl amino acids, and amino acid analogs in general).
The present invention pertains to various target molecules, for which a protein sensor and/or switch may be engineered. Illustrative target molecules include one or more of the compounds described in WO 2015/017866, e.g. at paragraphs [00107]-[00112], the entire contents of which are hereby incorporated by reference in its entirety. In various embodiments, the various target molecules of the invention are toxic to a cell and/or cannot be readily bind or interact with a protein sensor and/or switch in a detectable manner in a cellular environment. In various embodiments, the protein sensor and/or switch is selected based on its cognate ligand identity and any commonality the cognate ligand may have with a target molecules. For example, a shared chemical group between a cognate ligand and a target molecule may direct one to the protein sensor and/or switch which binds to the cognate ligand and lead to the engineering of the protein sensor and/or switch so it can bind to the target molecule.
In some embodiments, the present invention relates to antibiotics. To circumvent toxicity of antibiotics, various resistance mechanisms may be introduced into a producing cell. Without limitation, these may include enzymes which degrade or chemically render the antibiotic less toxic to the producing cell. Resistance to the antibiotics mechanism of action may be conferred by alterations introduced into the cellular context of the producing cell. For instance, the ribosome may be altered to avoid antibiotic binding and relieve inhibition of protein synthesis. A cell wall biosynthetic enzyme may be mutated to ablate antibiotic binding and relieve inhibition of cell wall biosynthesis. A pump which lowers the intracellular concentration may be expressed. A specific antibiotic binding protein may be expressed.
In some embodiments, the target molecule is an antibiotic (e.g. one which is lethal to a host cell). In some embodiments, the antibiotic is a beta-lactam antibiotic, such as a penicillin, e.g., Penicillin, Amoxicillin, Ampicillin, Azlocillin, Carbenicillin, Cloxacillin, Dicloxacillin, Flucloxacillin, Mezlocillin, Methicillin, Nafcillin, Oxacillin, Penicillin G, Penicillin V, Piperacillin, Penicillin G, Temocillin, Ticarcillin. In some embodiments, the antibiotic is an Aminoglycoside, e.g., Amikacin, Gentamicin, Kanamycin, Neomycin, Netilmicin, Tobramycin, Paromomycin, Streptomycin, or Spectinomycin. In some embodiments, the antibiotic is an Ansamycin, e.g., Geldanamycin, Herbimycin, or Rifaximin. In other embodiments, the antibiotic is a penem such as faropenem or Ritipenem; or a Carbacephem such as Loracarbef; or a carbapenem such as Ertapenem, Doripenem, Imipenem/Cilastatin, or Meropenem. In other embodiments, the antibiotic is an Cephalosporin, e.g., Cefadroxil, Cefazolin, Cefalotin or Cefalothin, Cefalexin (or cephalexin), Cefaclor, Cefamandole, Cefoxitin, Cefprozil, Cefuroxime, Cefixime, Cefdinir, Cefditoren, Cefoperazone, Cefotaxime, Cefpodoxime, Ceftazidime, Ceftibuten, Ceftizoxime, Ceftriaxone (IV and IM), Cefepime, Ceftaroline fosamil, Ceftobiprole, Ceftiofur, Cefquinome, or Cefovecin. In yet other embodiments, the antibiotic is a p-lactamase inhibitor, such as, for example, Penam (Sulbactam Tazobactam), Clavam (Clavulanic acid), Avibactam, or Vaborbactam. In other embodiments, the antibiotic is a glycopeptide such as Teicoplanin, Vancomycin, Telavancin, Dalbavancin, or Oritavancin. In some embodiments, the antibiotic is a lincosamides such as, e.g., Clindamycin or Lincomycin. In yet other embodiments, the antibiotic is a lipopeptide such as Daptomycin. In some embodiments, the antibiotic is a Macrolide such as, e.g., Azithromycin, Clarithromycin, Dirithromycin, Erythromycin, Roxithromycin, Troleandomycin, Telithromycin, or Spiramycin. In some embodiments, the antibiotic is a Monobactam such as Aztreonam, Tigemonam, Carumonam, or Nocardicin A. In some embodiments, the antibiotic is a nitrofuran, such as, e.g., Furazolidone or Nitrofurantoin. In some other embodiments, the antibiotic is an oxazolidinones such as, e.g., Linezolid, Posizolid, Radezolid, or Torezolid. In other embodiments, the antibiotic is a polypeptide, such as Bacitracin, Colistin, or Polymyxin B. In yet other embodiments, the antibiotic is a Quinolone or Fluoroquinolone such as, e.g., Ciprofloxacin, Enoxacin, Gatifloxacin, Gemifloxacin, Levofloxacin, Lomefloxacin, Moxifloxacin, Nalidixic acid, Norfloxacin, Ofloxacin, Trovafloxacin, Grepafloxacin, Sparfloxacin, or Temafloxacin. In some embodiments, the antibiotic is a sulfonamide such as Mafenide, Sulfacetamide, Sulfadiazine, Silver sulfadiazine, Sulfadimethoxine, Sulfamethizole, Sulfamethoxazole, Sulfanilimide (archaic), Sulfasalazine, Sulfisoxazole, Trimethoprim, Trimethoprim-Sulfamethoxazole(Co-trimoxazole) (TMP-SMX), or Sulfonamidochrysoidine. In some embodiments, the antibiotic is a Tetracycline, e.g., Demeclocycline, Doxycycline, Minocycline, Oxytetracycline, or Tetracycline. In some embodiments, the antibiotic is a drug against mycobacteria, such as Clofazimine, Dapsone, Capreomycin, Cycloserine, Ethambutol(Bs), Ethionamide, Isoniazid, Pyrazinamide, Rifampicin (Rifampin in US), Rifabutin, Rifapentine, Streptomycin. In some embodiments, the antibiotic is Arsphenamine, Chloramphenicol(Bs), Fosfomycin, Fusidic acid, Metronidazole, Mupirocin, Platensimycin, Quinupristin/Dalfopristin, Thiamphenicol, Tigecycline(Bs), Tinidazole. In yet other embodiments the antibiotic is teixobactin, or related molecules in this new class of antibiotics, which harm bacteria by binding lipid II and/or lipid III, which are important cell wall precursors.
Illustrative protein sensors and/or switches and cognate ligands are found in WO 2015/127242, for instance in the table of page 7, the contents of which are hereby incorporated by reference in their entirety.
In various embodiments, the protein sensor and/or switch is an engineered using design from existing allosteric proteins, e.g. aTFs. In various embodiments, the designing comprises in silico design. Illustrative design principles are found in US 2016/0063177, the entire contents of which are hereby incorporated by reference in their entirety.
For example, in various embodiments, molecular modeling is used to predict mutations in an allosteric protein which may render the allosteric protein able to bind one or more target molecules. In various embodiments, reference to an experimentally derived three-dimensional protein structure, typically obtained through experimental methods including, but not limited to, x-ray crystallography, nuclear magnetic resonance (NMR), scattering, or diffraction techniques, is employed to model and/or predict mutations in an allosteric protein which may render the allosteric protein able to bind one or more target molecule. In various embodiments, the ROSETTA software suite is employed to assist with modelling (see Kaufmann et al. Biochemistry. 2010 Apr. 13; 49(14):2987-98, the entire contents of which are hereby incorporated by reference in its entirety). Alternatively, or in combination, a homology modeling algorithm such as ROBETTA, TASSER, I-TASSER, HHpred, HHsearch, or MODELLER, or SWISS-MODEL can be used. In some embodiments, such as (without limitation) those in which allosteric protein lacks an experimentally derived three-dimensional protein structure, a homology modeling algorithm can be used to build the sequence homology models. In various embodiments, one or more sequence or structural homologs have less than 90% amino acid sequence identity, less than 85% amino acid sequence identity, less than 80% amino acid sequence identity, less than 75% amino acid sequence identity, less than 70% amino acid sequence identity, less than 65% amino acid sequence identity, less than 60% amino acid sequence identity, less than 55% amino acid sequence identity, less than 50% amino acid sequence identity, less than 45% amino acid sequence identity, less than 40% amino acid sequence identity, less than 35% amino acid sequence identity, less than 30% amino acid sequence identity, less than 25% amino acid sequence identity, or less amino acid sequence identity to the amino acid sequence of the three-dimensional protein structure. Illustrative homology modelling methods and principles are found in US 2016/0063177, e.g. at paragraphs [0085]-[0093], the entire contents of which are hereby incorporated by reference in its entirety.
In some embodiments, a structure of an allosteric protein is evaluated for alterations which may render the allosteric protein able to bind one or more target molecules (e.g. by docking a one or more target molecules into the structure of an allosteric protein). Illustrative docking methods and principles are found in US 2016/0063177, e.g. at paragraphs [0095]-[0101], the entire contents of which are hereby incorporated by reference in its entirety.
In various embodiments, libraries of potential mutations to the allosteric protein are made and selection, positive or negative, is used to screen desired mutants.
In various embodiments, engineering may use the technique of computational protein design (as disclosed in U.S. Pat. No. 7,574,306 and U.S. Pat. No. 8,340,951, which are hereby incorporated by reference in their entirety) directed evolution techniques, rational mutagenesis, or any suitable combination thereof.
In other embodiments, mutation techniques such as gene shuffling, homologous recombination, domain swapping, deep mutation scanning, and/or random mutagenesis may be employed.
In various embodiments, the following table provides illustrative sensors that may be designed in accordance with various embodiments of the present invention. For instance, in various embodiments, one may select an aTF (“Chassis”) and/or native ligand and make reference to a provided representative structure (PDB) to, in accordance with the disclosure herein, design a senor to a target molecule or class of target molecules (see Target Molecule Property column).

TABLE 1

aTF			Representative	Target Molecule
(“Chassis”)	Native Ligand	Native Host	Structure (PDB)	Property

QscR	Bound to N-3-oxo-	Psudemonas	3SZT	long chain fatty acids and
	dodecanoyl-L-	aeruginosa		homoserine lactones
	Homoserine
	Lactone
NtcA	2-oxoglutarate,	Anabaena	3LA2, LA3, 3LA7	3-7 carbon acids/
	2,2-	cyanobacterium		alcohols
	difluoropentanoic
	acid
CarH	adenosylcobalamin	Thermus	5C8A, 5C8D, 5C8E,	cobalamine
		thermophilus	5C8F
CcpN	ADP	Bacillus subtilis	3FV6, 3FWR, 3FWS	nucleotides, nucleosides
repressor
BtAraR	arabinose	Bacteriodes	5BS6, 5DD4, 5DDG,	saccharides
		thetaiotaomicron	5DEQ
AraR	arabinose	Bacteroides	5BS6, 5DD4, 5DDG,	saccharides
		thetaiotaomicron VPI	5DEQ
AhrR	Arginine	Bacillus subtilis	2P5L 2P5M	charged amino acids,
				quanidino groups
Rv1846c	betalactams	Mycobacterium	2G9W	betalactams
		tuberculosis.
CviR	C6 HSL	Chromobacterium	3QP1, 3QP2, 3QP4,	short chain fatty acids
		violaceum	3QP5, 3QP6, 3QP8	and homoserine lactones
MtbCRP	cAMP	Myco tuberculosis	3I54	cyclic nucleotides
BmrR	cationic antibiotics,	Bacillus subtilis	3Q1M, 3Q2Y, 3Q3D,	cationic multirings
	dyes, and		3Q5P, 3Q5R, 3Q5S
	disinfectants
Rrf2	cysteine	Bacillus subtilis	2Y75	hydrophobic amino acids,
				sulfur containing
				molecules
CGL2612	drugs	Corynebacterium	1V7B, 2ZOY	rigid multiring molecules
		glutamicum
TtgR	drugs	Pseudomonas	2UXH, 2UXI, 2UXO,	rigid multiring molecules
		putida	2UXP, 2UXU
QacR	Ethidium,	Staphylococcus	3BR3 3BR6 2DTZ	chemically rigid, bivalent
	rhodamine,	Aureus	2HQ5	compounds.
Cra	fructose 1	Pseudomonas	3O74, 3O75	sugar phosphates
	phosphate	putida
GabR	gamma-	Bacillus subtilis	4N0B	short chain amines and
	aminobutyric acid			acids
YvoA	glucosamine-6-	Bacillus subtilis	4U0V, 4U0W, 4U0Y,	C5, C6 sugars
	phosphate,		4WWC
	acetylglucosamine-
	6-phosphate
CggR	glucose-6-	Bacillus subtilis	2OKG, 3BXE, 3BXF,	C5, C6 sugars
	phosphate and		3BXG, 3BXH
	fructose-6-		Also Cited By: 4OQP,
	phosphate		4OQQ
CodY	GTP, Isoleucine	Bacillus subtilis	2B0L, 2B18, 2GX5,	hydrophobic amino acids
			2HGV	nucleosids, nucleotides,
				nucleotide phosphates
HrcA	heat	Thermotoga	1STZ	temperature, useful for
		maritima		circular
				permutation/stability
				measurements
RovA	heat	Yersinia pestis	4AIH, 4AIJ, 4AIK	temperature, useful for
				circular
				permutation/stability
				measurements
LldR	lactose	Corynebacterium	2DI3	saccharides
(CGL2915)		glutamicum
LacI	Lactose/IPTG	E. coli	2p9h	saccharides
NMB0573/	leucine methionine	Neisseria	2P5V, 2P6S, 2P6T	hydrophobic amino acids,
AsnC		meningitidis		sulfer containing
				compounds
FapR	malonyl-CoA	Bacillus subtilis	2F3X, 2F41	c3-c7 molecules, CoA
				cofactors
FapR	malonyl-CoA	Staphylococcus	4A0X, 4A0Y, 4A0Z,	c3-c7 molecules, CoA
		Aureus	4A12	cofactors
LmrR	MDR pump	Lactococcus lactis	3F8B, 3F8C, 3F8F	rigid multiring molecules
	controller
SMET	MDR pump	Stenotrophomonas	2W53	rigid multiring molecules
	controller	maltophilia
SCO4008	methylene blue,	Streptomyces	2D6Y
	crystal	coelicolor
	violetcationic
	antibiotics, dyes,
	and disinfectants
MntR	Mn2+	Bacillus subtilis	4hv6	metals and cations
Rex	NADH	Bacillus subtilis,	2VT2, 2VT3	cofactors
		Thermus
		thermophilus,
		Thermus aquaticus
NikR	Nickle	Helobacter pylori	3PHT, 3QSI, 2WVB
DNR	NO (via heme)	Pseudomonas	2Z69	metals and cations
		aeruginosa
FadR	oleoyl-CoA	Vibrio cholerae	4P96, 4P9U, 4PDK	long chain fatty acids and
				cofactors
MosR	oxidative state	Mycobacterium	4FX0, 4FX4	oxidative state, useful for
		tuberculosis.		circular permutation
OhrR	oxidative state	Bacillus subtilis	1Z91, 1Z9C	oxidative state, useful for
	(cys)			circular permutation
SarZ	oxidative stress	Staphylococcus	3HRM, 3HSE, 3HSR	oxidative state, useful for
		Aureus		circular permutation
TsaR	para-	Comamonas	3FXQ, 3FXR, 3FXU,	c6-c12 aromatics
	toluensulfonate	testosteroni	3FZJ
HetR	PatS	Anabaena sp.	4YNL, 4YRV	peptides and proteins
NprR	peptide	Bacillus thuringiensis	4GPK	peptides and proteins
MexR	peptide	Pseudomonas	3ECH	peptides and proteins
		aeruginosa
PhoP	PhoR	Mycobacterium	2PMU	peptides and proteins
		tuberculosis.
PurR	Phosphoribosyl-	Bacillus subtilis	1P4A	phosphorilated sugars
	pyrophosphate
PcaV	protocatechuate (a	Streptomyces	4FHT, 4G9Y	aromatic acids, c4-c10
(SCO6704)	dihyroxy benzoic	coelicolor		acids
	acid)
DesR	self His-PO4	Bacillus subtilis	4LDZ, 4LE0, 4LE1,	useful for circular
			4LE2	permutation
SinR	sinL dimer?	Bacillus subtilis	2YAL, 3QQ6	peptides and proteins
EthR	something	Mycobacterium	1T56	c4-c20 hydrophobic
	hydrophobic	tuberculosis.		molecules
BlcR	succinate	Agrobacterium	3MQ0	short chain aldehydes
	semialdehyde	tumefaciens
TetR-class	Tet	Pasteurella	2VPR	rigid multiring molecules
H		multocida
TetR	Tetracycline	E. coli Tn10	4AC0	rigid multiring molecules
TreR	trehalose	Bacillus subtilis	2OGG	saccharides
DntR	TsaR type LTTR	Burkholderia cepacia	5AE3, 5AE4	c6-c12 aromatics
HyIIIR	unknown large	Bacillus cereus	2FX0	large moledules
	molecule
CprB	γ-butyrolactones	Streptomyces	4PXI	short chain lactones
		coelicolor
AcuR	acrylic acid	Rhodobacter	3BRU	Short chain acid and
		sphaeroides		hydrocarbons

In various embodiments, the amino acids targeted for mutation or in silico design are those within about 3, or about 5, or about 7, or about 10, or about 12 Angstroms (e.g. between about 3 to about 12 Angstroms, or between about 5 to about 12 Angstroms, or between about 7 to about 12 Angstroms, or between about 10 to about 12 Angstroms, or between about 3 to about 5 Angstroms, or between about 3 to about 7 Angstroms, or between about 3 to about 10 Angstroms) of a ligand modeled into a binding pocket either through docking or by experimental methods such as X-ray crystallography.
Mutated allosteric proteins that may be protein sensors and/or switches able to bind one or more target molecules can be screen using standard binding assays (e.g. fluorescent, radioactive assays, etc.).
In various embodiments, the protein sensor and/or switch is engineered as described in Taylor, et al. Nat. Methods 13(2): 177, the entire contents of which are hereby incorporated by reference in its entirety.
In various embodiments, the host cells of the present invention include eukaryotic and/or prokaryotic cells, including bacterial, yeast, algal, plant, insect, mammalian cells (human or non-human), and immortal cell lines.
For example, the host cell may be Escherichia coli, Saccharomyces cerevisiae, Pichia pastoris, Saccharomyces castellii, Kluyveromyces lactis, Pichia stipitis, Schizosaccharomyces pombe, Chlamydomonas reinhardtii, Arabidopsis thaliana, or Caenorhabditis elegans. In some embodiments the host cell is a bacterial cell, such as Escherichia spp., Streptomyces spp., Zymonas spp., Acetobacter spp., Citrobacter spp., Synechocystis spp., Rhizobium spp., Clostridium spp., Corynebacterium spp., Streptococcus spp., Xanthomonas spp., Lactobacillus spp., Lactococcus spp., Bacillus spp., Pedobacter spp., Bacteroides spp., Alcaligenes spp., Pseudomonas spp., Aeromonas spp., Azotobacter spp., Comamonas spp., Mycobacterium spp., Rhodococcus spp., Gluconobacter spp., Ralstonia spp., Acidithiobacillus spp., Microlunatus spp., Geobacter spp., Geobacillus spp., Arthrobacter spp., Flavobacterium spp., Serratia spp., Saccharopolyspora spp., Thermus spp., Stenotrophomonas spp., Chromobacterium spp., Sinorhizobium spp., Saccharopolyspora spp., Agrobacterium spp. and Pantoea spp. The bacterial cell can be a Gram-negative cell such as an E. coli, or a Gram-positive cell such as a species of Bacillus.
In other embodiments, the cell is a fungal cell such as a yeast cell, e.g., Saccharomyces spp., Schizosaccharomyces spp., Pichia spp., Paffia spp., Kluyveromyces spp., Candida spp., Talaromyces spp., Brettanomyces spp., Pachysolen spp., Debaryomyces spp., Yarrowia spp., and industrial polyploid yeast strains. Preferably the yeast strain is a S. cerevisiae strain or a Yarrowia spp. strain. Other examples of fungi include Aspergillus spp., Pennicilium spp., Fusarium spp., Rhizopus spp., Acremonium spp., Neurospora spp., Sordaria spp., Magnaporthe spp., Allomyces spp., Ustilago spp., Botrytis spp., and Trichoderma spp.
In other embodiments, the cell is an algal cell or a plant cell (e.g., A. thaliana, C. reinhardtii, Arthrospira, P. tricomutum, T. suecica, P. carterae, P. tricomutum, Chlorella spp., such as Chlorella vulgaris).
Target cells can include transgenic and recombinant cell lines. In addition, heterologous cell lines can be used, such as Chinese Hamster Ovary cells (CHO).
In some embodiments, the host cell is an Actinomycetes spp. cell. Actinomycetes are a heterogeneous collection of bacteria that form branching filaments which include, for example, Actinomyces, Actinomadura, Nocardia, Streptomyces and related genera. In some embodiments, Actinomyces comprise Streptomyces. In some embodiments, the Actinomycetes spp. cell is a Streptomyces cell. (e.g. S. coelicolor). Streptomyces include, by way of non-limiting example, S. noursei, S. nodosus, S. natalensis, S. venezuelae, S. roseosporus, S. fradiae, S. lincolnensis, S. alboniger, S. griseus, S. rimosus, S. aureofaciens, S. clavuligerus, S. avermitilis, S. platensis, S. verticillus, S. hygroscopicus, and S. viridochromeogenes.
In some embodiments, the host cell is a Bacillus spp. cell. In some embodiments, the Bacillus spp. cell is selected from B. alcalophilus, B. alvei, B. aminovorans, B. amyloliquefaciens, B. aneurinolyticus, B. anthracis, B. aquaemaris, B. atrophaeus, B. boroniphilus, B. brevis, B. caldolyticus, B. centrosporus, B. cereus, B. circulans, B. coagulans, B. firmus, B. flavothermus, B. fusiformis, B. galliciensis, B. globigii, B. infernus, B. larvae, B. laterosporus, B. lentus, B. licheniformis, B. megaterium, B. mesentericus, B. mucilaginosus, B. mycoides, B. natto, B. pantothenticus, B. polymyxa, B. pseudoanthracis, B. pumilus, B. schlegelii, B. sphaericus, B. sporothermodurans, B. stearothermophilus, B. subtilis, B. thermoglucosidasius, B. thuringiensis, B. vulgatis, and B. weihenstephanensis.
In various embodiments, the nucleic acid is provided to host cell by one or more of by electroporation, chemical transformation, ballistic transformation, pressure induced transformation, electrospray injection, mechanical shear forces induced, for example, in microfluids, and carbon nanotubes, nanotube puncture, induced natural competence mechanisms of an organism, merging of protoplasts, and conjugation with Agrobacterium.
In vitro transcription, i.e. the in vitro synthesis of single-stranded RNA molecules, is a routine laboratory procedure. While variations in the methodology are possible, the same basic procedure is followed in most in vitro transcription protocols. Specifically, one prepares a DNA template corresponding to the sequence of interest. To allow run off transcription, plasmid DNA template is generally linearized with a restriction enzyme. In addition to plasmid DNA, PCR products and synthetic oligonucleotides, among others, can be used as templates for transcription reactions. The template DNA is then transcribed by an RNA polymerase, e.g. T7, T3 or SP6 RNA phage polymerase, in the presence of ribonucleoside triphosphates (rNTPs). The polymerase traverses the template strand and uses base pairing with the DNA to synthesize a complementary RNA strand (using uracil in the place of thymine). The RNA polymerase travels from the 3→5′ end of the DNA template strand, to produce an RNA molecule in the 5→3′ direction. Further details are available in Rio, et al. RNA: A Laboratory Manual. Cold Spring Harbor: Cold Spring Harbor Laboratory Press, 2011, 205-220, the contents of which are hereby incorporated by reference in their entirety.
The most frequently used in vitro or cell-free translation systems consist of extracts from a biological source, e.g. rabbit reticulocytes, wheat germ, HeLa, and E. coli. All are typically prepared as crude extracts containing all the macromolecular components (e.g. 70 S or 80 S ribosomes, tRNAs, aminoacyl-tRNA synthetases, initiation, elongation and termination factors, etc.) required for translation of exogenous RNA. Extracts may be supplemented with amino acids, energy sources (e.g. ATP, GTP), energy regenerating systems (e.g. creatine phosphate and creatine phosphokinase for eukaryotic systems, and phosphoenol pyruvate and pyruvate kinase for the E. coli lysate), and other co-factors (e.g. Me, etc.).
In various embodiments, the present invention employs “coupled” or “linked” IVTT. In various embodiments, the present invention employs IVTT in which the transcription and translation are not coupled, i.e. separate.
There are two approaches to in vitro protein synthesis based on the starting genetic material i.e. RNA or DNA. Standard translation systems, such as reticulocyte lysates and wheat germ extracts, use RNA as a template; whereas “coupled” and “linked” systems start with DNA templates, which are transcribed into RNA then translated. Either is suitable for use in the invention described herein.
Rabbit reticulocyte lysate is a highly efficient in vitro eukaryotic protein synthesis system used for translation of exogenous RNAs (either natural or generated in vitro). In vivo, reticulocytes are highly specialized cells primarily responsible for the synthesis of hemoglobin and these immature red cells have adequate mRNA, as well as complete translation machinery, for extensive globin synthesis. The endogenous globin mRNA is eliminated by incubation with a nuclease, e.g. a Cat²⁺dependent micrococcal nuclease, which is later inactivated, e.g. by chelation of the Cat²⁺by, for example, EGTA. Untreated reticulocyte lysate translates endogenous globin mRNA, exogenous RNAs, or both. This type of lysate is typically used for studying the translation machinery, e.g. studying the effects of inhibitors on globin translation. Both the untreated and treated rabbit reticulocyte lysates have low nuclease activity and are capable of synthesizing a large amount of full-length product. Both lysates are appropriate for the synthesis of larger proteins from either capped or uncapped RNAs.
Wheat germ extract has low background incorporation due to its low level of endogenous mRNA. Wheat germ lysate efficiently translates exogenous RNA from a variety of different organisms. Both reticulocyte and wheat germ extracts translate RNA isolated from cells and tissue or those generated by in vitro transcription. When using RNA synthesized in vitro, the presence of a 5′ cap structure may enhance translational activity. Typically, translation by wheat germ extract is more cap-dependent than translation by reticulocyte extracts. If capping of the RNA is impossible and the protein yield from an uncapped mRNA is low, the coding sequence can be subcloned into a prokaryotic vector and expressed directly from a DNA template in an E. coli cell-free system.
E. coli cell-free systems consist of a crude extract that is rich in endogenous mRNA. The extract is incubated during preparation so that this endogenous mRNA is translated and subsequently degraded. Because the levels of endogenous mRNA in the prepared lysate is low, the exogenous product is easily identified. In comparison to eukaryotic systems, the E. coli extract has a relatively simple translational apparatus with less complicated control at the initiation level, allowing this system to be very efficient in protein synthesis. E. coli are particularly suited for coupled transcription:translation from DNA templates.
In standard translation reactions, purified RNA is used as a template for translation. Linked or coupled systems, on the other hand, use DNA as a template. RNA is transcribed from the DNA and subsequently translated without any purification. Such systems typically combine a prokaryotic phage RNA polymerase and promoter (T7, T3, or SP6) with eukaryotic or prokaryotic extracts to synthesize proteins from exogenous DNA templates. DNA templates for IVT or IVTT reactions may be cloned into plasmid vectors or generated by PCR. The linked or coupled system is a two-step reaction, based on transcription with a bacteriophage polymerase followed by translation in the rabbit reticulocyte lysate or wheat germ lysate. Because the transcription and translation reactions are separate, each can be optimized to ensure that both are functioning at their full potential.
Unlike eukaryotic systems where transcription and translation occur sequentially, in E. coli, transcription and translation occur simultaneously within the cell. In vitro E. coli translation systems are thus performed the same way, coupled, in the same tube under the same reaction conditions. During transcription, the 5′ end of the RNA becomes available for ribosomal binding and undergoes translation while its 3′ end is still being transcribed. This early binding of ribosomes to the RNA maintains transcript stability and promotes efficient translation. This bacterial translation system gives efficient expression of either prokaryotic or eukaryotic gene products in a short amount of time. For the highest protein yield and the best initiation fidelity, one may ensure that the DNA template has a Shine-Dalgarno ribosome binding site upstream of the initiator codon. Capping of eukaryotic RNA is not required. Use of E. coli extract also eliminates cross-reactivity or other problems associated with endogenous proteins in eukaryotic lysates. Also, the E. coli S30 extract system allows expression from DNA vectors containing natural E. coli promoter sequences (such as lac or tac). In various embodiments, the present methods employ a bactenophage promoter (e.g., without limitation, T7, T3, or SP6). In various embodiments, the present methods employ the TX-TL system as described in Shin and Noireaux, J Biol. Eng. 4,8 (2010) and US Patent PL:blication No. 2016/0002611, the entire contents of which are hereby incorporated by reference in their entireties.
In various embodiments, the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and a reporter gene system comprises a single nucleic acid vector.
In various embodiments, the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and a reporter gene system comprises two nucleic acid vectors. In an illustrative embodiment, the protein sensor and/or switch, e.g. transcription factor library, resides on a first plasmid while the reporter gene system resides on a second plasmid. By having two separate plasmids, the effective concentration of reporter gene to sensor library members may be adjusted to facilitate identification of active library members. This is useful, for example where simply using higher versus lower promoter strength is not enough control.
During the strain improvement process, it can be useful to rapidly swap from one sensor plasmid to another sensor plasmid. For instance, a highly sensitive plasmid required for initial strain improvement may saturate as the strain or strain library is improved. Rapidly swapping the sensitive sensor plasmid for another harboring a less sensitive plasmid facilitates further strain improvement. Another instance could be that the desired molecule to be sensed for further strain improvement may change. To facilitate swapping between sensors, a sensor plasmid may additionally express a method directing the restriction of another sensor plasmid. By having three or more unique targets it allow at will restriction of any plasmid for another, i.e. Type A restriction targets Type B, Type B restriction targets Type C, and Type C targets Type A.
As used herein, a vector (or plasmid) refers to discrete elements that are used to, for example, introduce heterologous nucleic acid into cells for expression or replication thereof. The vectors can remain episomal or can be designed to effect integration of a gene or portion thereof into a chromosome of the genome. Also contemplated are vectors that are artificial chromosomes, such as yeast artificial chromosomes and mammalian artificial chromosomes. Selection and use of such vehicles are well known to those of skill in the art. Included are vectors capable of expressing DNA that is operatively linked with regulatory sequences, such as promoter regions, that are capable of effecting expression of such DNA fragments (e.g. expression vectors). Thus, a vector refers to a recombinant DNA or RNA construct, such as a plasmid, a phage, recombinant virus or other vector that, upon introduction into an appropriate host cell, results in expression of the DNA. Appropriate vectors are well known to those of skill in the art and include those that are replicable in eukaryotic cells and/or prokaryotic cells and those that remain episomal or those that integrate into the host cell genome.
In some embodiments, the present compositions and methods can include vectors based and/or generated using commercially available expression constructs, which can optionally be adapted or optimized for use in certain species and/or cell types. Examples of such expression constructs include the GATEWAY cloning vector available from INVITROGEN, which is available for multiple species. Examples of other expression constructs suitable for use in various species are known in the art. By way of example, expression constructs suitable for use in, for example, Pichia pastoris include, for example, pAO815, pGAPZ, pGAPZa, pHIL-D2, pHIL-S1, pPIC3.5K, pPIC9K, pPICZ, and pPICZa. By way of example, expression constructs suitable for episomal maintenance in for example, Kluyveromyces lactis include, for example, pKD1. Expression constructs suitable for integration in Kluyveromyces lactis include, for example, pGB-HSb20 vector (Swinkels et al. Antonie van Leeuwenhoek, 64:187-201 (1993); Bergkamp et al., Current Genetics, 21(4-5):365-370 (1992); Rossolini et al. Gene, 21; 119(1):75-81 (1992); Dominguez et al., the Official Journal of the Spanish Society for Microbiology, 1:131-142 (1998)), pKLAC1 or pKLAC2 (Paul A. Colussi and Christopher H. Taron, Appl Environ Microbiol. 71(11): 7092-7098 (2005)).
The art provides a variety of vectors that find use in the present invention. By way of non-limiting illustration, phage vectors, plasmid vectors, phagemid vectors, phasmid vectors, cosmid vectors, virus vectors and YAC vectors may be used in the present invention.
Illustrative vectors are found in WO 2015/017866, e.g. at paragraphs [00154]-[00160], the entire contents of which are hereby incorporated by reference in its entirety.
Certain embodiments require the use of cloning methods, which are known in the art and include, by way of non-limiting example, fusion PCR and assembly PCR see, e.g. Stemmer et al. Gene 164(1): 49-53 (1995), inverse fusion PCR see, e.g. Spiliotis et al. PLoS ONE 7(4): 35407 (2012), site directed mutagenesis see, e.g. Ruvkun et al. Nature 289(5793): 85-88 (1981), Gibson assembly (see, e.g. Gibson et al. Nature Methods 6 (5): 343-345, (2009), the contents of which are hereby incorporated by reference in their entirety), Quick Change see, e.g. Kalnins et al. EMBO 2(4): 593-7 (1983), Gateway see, e.g. Hartley et al. Genome Res. 10(11):1788-95 (2000), Golden Gate see, e.g. Engler et al. Methods Mol Biol. 1116:119-31 (2014), restriction digest and ligation including but not Limited to blunt end, sticky end, and TA methods see, e.g. Cohen et al. PNAS 70 (11): 3240-4 (1973).
The invention is further described with reference to the following non-limiting examples.

EXAMPLES

Example 1

Control of Transcription by an Allosteric Transcription Factor In Vitro

To identify potential fluorogenic reporter molecule and enzyme pairs for cell-free aTF screening, the compounds fluorescein di-(beta-D-glucopyranoside) (FDG) and fluorescein diphosphate (FDP) were screen in vitro with their corresponding enzymes beta-glucosidase and Antarctic phosphatase. The following reactions were performed in 1× NEB PURE lysate to simulate the cell-free conditions in which they would be deployed when selecting for engineered aTFs with novel ligand binding activity.
For FDG, reactions were initiated lx NEB PURE lysate spiked with 100 nM FDG substrate and a titrating amount of recombinant beta-glucosidase enzyme from 1 mM to 0 mM in 2-fold dilutions. The reactions were incubated at 37° C. for 8 hrs in a fluorescence plate reader, recording the fluorescence every 5 min. Decreasing the enzyme concentration resulted in a linear decrease in the fluorescence production rate. This assay has a sensitivity to as low as 33 nM enzyme concentration with a dynamic range greater than 30-fold (FIG. 6). There was no detectable background fluorescence production in the absence of exogenous beta-glucosidase suggesting no enzymatic breakdown of the substrate by the lysate constituents that could interfere with cell-free aTF screening.
For FDP, reactions were initiated lx NEB PURE lysate spiked with 100 nM FDP substrate and a titrating amount of recombinant Antarctic phosphatase enzyme from 0.5 uU to 0 uU in 2-fold dilutions. The reactions were incubated at 37° C. for 8 hours in a fluorescence plate reader, recording the fluorescence every 5 min. Decreasing the enzyme concentration resulted in a linear decrease in the fluorescence production rate. This assay has a sensitivity to as low as 19 nM enzyme concentration with a dynamic range greater than 75-fold (FIG. 7). There was no detectable background fluorescence production in the absence of exogenous beta-glucosidase suggesting no enzymatic breakdown of the substrate by the lysate constituents that could interfere with cell-free aTF screening.
The tetR gene was cloned into the pET28a(+) E. coli expression plasmid with a C-terminal 6× his tag. The plasmid was cloned into BL21(DE3) cells inoculated into expression medium (LB+kanamycin) at a starting OD600 of 0.05 and grown to mid log phase. Cells were induced with 1 mM IPTG and protein expression occurred for 4 hours. After 4 hours, cells were pelleted at 5, 000 rpm for 10 min, the supernatant was aspirated, and the cells were resuspended in TGN500 buffer [10 mM tris pH 7.5, 10% glycerol, 500 mM NaCl]. Cells were lysed by sonication following a 5 sec on 55 sec off protocol for a total of 1 min on time. Cellular debris was pelleted by centrifugation at 12, 000 rpm for 30 min. Clarified lysate containing the recombinant tetR was incubated with nickel affinity resin, washed 10× with TGN500 buffer, and eluted stepwise with increasing concentrations of imidazole. TetR eluted from the nickel column with 150 mM imidazole in >95% purity.
The T7 RNA polymerase gene was cloned into the pET28a(+) E. coli expression plasmid with a C-terminal 6× his tag. The plasmid was cloned into BL21(DE3) cells inoculated into expression medium (LB+kanamycin) at a starting OD600 of 0.05 and grown to mid log phase. Cells were induced with 1 mM IPTG and protein expression occurred for 4 hours. After 4 hours, cells were pelleted at 5, 000 rpm for 10 min, the supernatant was aspirated, and the cells were resuspended in TGN500 buffer [10 mM tris pH 7.5, 10% glycerol, 500 mM NaCI]. Cells were lysed by sonication following a 5 sec on 55 sec off protocol for a total of 1 min on time. Cellular debris was pelleted by centrifugation at 12, 000 rpm for 30 min. Clarified lysate containing the recombinant tetR was incubated with nickel affinity resin, washed 10× with TGN500 buffer, and eluted stepwise with increasing concentrations of imidazole. T7 RNA polymerase eluted from the nickel column with 150 mM imidazole in >95% purity.
A plasmid was constructed containing a T7 reporter construct [T7 promoter upstream of a tetR operator followed by a tetR expression cassette and a T7 terminator]. This reporter construct allows for tetR controlled of T7 amplification of the tetR gene. T7 transcription in 2× IVT mix [100 mM tris-HCI pH 7.5, 30 mM MgCl₂, 10 mM DTT, 4 mM spermidine, 5 mM each NTP, 4 U/uL RNase inhibitor, 4 U/uL T7 RNA polymerase] and diluted to lx with 100 nM final reporter plasmid as described above, and a titration of purified tetR from 2 uM to 0 uM. The reactions were incubated at 37° C. for 4 hours. Transcripts were denatured in 2x RNA loading dye and run on a 1% agarose gel for 1 hr at 90V constant, stained with SYBR Safe, and imaged on a gel doc. Effective transcription repression was seen with a stoichiometric amount of tetR as plasmid, in this case 100 nM plasmid and 100 nM tetR (FIG. 4, FIG. 7). This data demonstrates the ability of tetR to repress T7 RNA polymerase activity in vitro.
Using a fixed amount of tetR and plasmid, 100 nM each, T7 transcription reactions were set up as described above with the inclusion of a titrating amount of anhydrotetracycline (ATC), the native ligand for tetR. The ATC titration ranged from 2 uM to 0 uM. The IVT transcripts were analyzed by gel as described above. At low ATC concentrations, there was no generation of RNA transcripts suggesting complete repression of transcription by tetR in vitro. At a concentration of 2 stoichiometric units of ATC (200 nM), a strong RNA band was generated similar to that when no tetR in included in the reaction suggesting full depression of the tetR gene by the ligand in vitro (FIG. 9). Additionally, titrated amounts of ATC show a titratable amount of RNA produced demonstrating the potential of a range of ligand binding affinities to produce differential amounts of RNA product (FIG. 4, FIG. 7). This titratable response is a requirement when working with engineered sensors cell-free to enrich a population for those members with improved ligand binding function in the pool.
This strategy may be used in microfluidically generated emulsions as shown in (FIG. 4) or bulk emulsions and shown in (FIG. 2) for the screening of engineered sensor activity in a cell-free context.
These results demonstrate the utility of aTFs in cell-free environments as well as the ability to screen for aTF activity using transcription as a response.
This is particularly useful in situations when, inter alia, a target molecule is toxic to cells in vivo and therefore a sensor to conduct cell-based detection is impractical. By way of illustration, FIG. 10 shows the dose response of 4 TetR sensors engineered to detect the target molecule nootkatone (CE3, GF1, GA3, and CG5) and wild type TetR (p523) to nootkatone and ATc. As seen in this cell-based assay, after 0.5 mg/mL nootkatone, there is a toxic effect and the cells start to die. Accordingly, the detection of this target molecule would benefit from the cell-free methods described herein.

Example 2

Swapping a Primary Sensor Plasmid for a Secondary Sensor Plasmid

As an example, a population of cells was generated with a primary sensor plasmid harboring a single I-Scel restriction enzyme cut site and an ampicillin selection marker and expressing GFP (p1057). A secondary sensor plasmid was generated containing an expression cassette for the I-Scel enzyme and a kanamycin resistance cassette and RFP (p1174). Removal of the ampicillin from the selective medium did not result in a stochastic removal of the primary sensor plasmid. Based on flow cytometry, no difference was observed between a clean background strain transformed only with p1174 and the strain harboring the p1057 plasmid. However, introduction of the secondary sensor plasmid and subsequent growth on kanamycin selective medium resulted in a 200, 000-fold reduction in cells harboring the primary plasmid in the population (FIGS. 11 and 12).
The following references are incorporated by reference in their entireties:
J. R. Davis et al. Study of PcaV from Streptomyces coelicolor yields new insights into ligand-responsive MarR family transcription factors. 2013, Nucleic Acids Research, 41(6) 3888-3900
S. Kosuri, et al. Composability of regulatory sequences controlling transcription and translation in Escherichia coli. 2013, PNAS 110(34) 14024-14029
D. L. Stauff and B. L. Bassler. Quorum Sensing in Chromobacterium violaceum: DNA Recognition and Gene Regulation by the CviR Receptor. 2011 Journal of Bacteriology 193(15) 3871-3878
S. Grkovic, et al. The Staphylococcal QacR Multidrug Regulator Binds a Correctly Spaced Operator as a Pair of Dimers. 2001 Journal of Bacteriology 183(24) 7102-7109
Z. Nie, et al. Polymer Particles with Various Shapes and Morphologies Produced in Continuous Microfluidic Reactors. 2005, Journal of the American Chemical Society 127 8058-63.
All of the numerical ranges, amounts, values and percentages, such as those for amounts of materials, elemental contents, times and temperatures of reaction, ratios of amounts, and others, in the following portion of the specification and attached claims may be read as if prefaced by the word “about” even though the term “about” may not expressly appear with the value, amount, or range. Accordingly, unless indicated to the contrary, the numerical parameters set forth in the following specification and attached claims are approximations that may vary depending upon the desired properties sought to be obtained by the present invention. At the very least, and not as an attempt to limit the application of the doctrine of equivalents to the scope of the claims, each numerical parameter should at least be construed in light of the number of reported significant digits and by applying ordinary rounding techniques.
Notwithstanding that the numerical ranges and parameters setting forth the broad scope of the invention are approximations, the numerical values set forth in the specific examples are reported as precisely as possible. Any numerical value, however, inherently contains error necessarily resulting from the standard deviation found in its underlying respective testing measurements. Furthermore, when numerical ranges are set forth herein, these ranges are inclusive of the recited range end points (e.g., end points may be used). When percentages by weight are used herein, the numerical values reported are relative to the total weight.
Also, it should be understood that any numerical range recited herein is intended to include all sub-ranges subsumed therein. For example, a range of “1 to 10” is intended to include all sub-ranges between (and including) the recited minimum value of 1 and the recited maximum value of 10, that is, having a minimum value equal to or greater than 1 and a maximum value of equal to or less than 10. The terms “one, ” “a, ” or “an” as used herein are intended to include “at least one” or “one or more, ” unless otherwise indicated.
Any aspect or embodiment disclosed herein can be combined with any other aspect or embodiment as disclosed herein.
Any patent, publication, or other disclosure material, in whole or in part, that is said to be incorporated by reference herein is incorporated herein only to the extent that the incorporated material does not conflict with existing definitions, statements, or other disclosure material set forth in this disclosure. As such, and to the extent necessary, the disclosure as explicitly set forth herein supersedes any conflicting material incorporated herein by reference. Any material, or portion thereof, that is said to be incorporated by reference herein, but which conflicts with existing definitions, statements, or other disclosure material set forth herein will only be incorporated to the extent that no conflict arises between that incorporated material and the existing disclosure material.
While this invention has been particularly shown and described with references to preferred embodiments thereof, it will be understood by those skilled in the art that various changes in form and details may be made therein without departing from the scope of the invention encompassed by the appended claims.

Claims

What is claimed is:

1. A method of making an allosteric DNA-binding protein sensor and/or switch which binds to a target molecule, comprising:

(a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a DNA-binding protein sensor and/or switch for an ability to bind a target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield a candidate allosteric DNA-binding protein sensor and/or switch having an ability to bind a target molecule;

(b) providing a host cell with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and a nucleic acid encoding a reporter gene system and selecting for a cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system;

(c) isolating nucleic acids from the cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system and contacting the isolated nucleic acids with an in vitro transcription (IVT) or an in vitro transcription and translation (IVTT) mixture, the IVT or IVTT mixture comprising a target molecule and a detection reagent; and

(d) interrogating the IVT or IVTT mixture for reporter response, the reporter response being indicative of target molecule binding to the candidate allosteric DNA-binding protein sensor and/or switch.

2. The method of claim 1, wherein the allosteric DNA-binding protein sensor and/or switch is an engineered prokaryotic transcriptional regulator family member optionally selected from a LysR, AraC/XylS, TetR, LuxR, Lacl, ArsR, MerR, AsnC, MarR, NtrC (EBP), OmpR, DeoR, Cold shock, GntR, and Crp family member.

3. The method of claim 1 or 2, wherein the target molecule is a small molecule that is not a native ligand of the wild type candidate allosteric DNA-binding protein sensor and/or switch.

4. The method of any one of the above claims, wherein the target molecule is an antibiotic.

5. The method of any one of the above claims, wherein step (a) comprises mutating an allosteric protein.

6. The method of any one of the above claims, wherein the nucleic acid is provided to the host cell by one or more of electroporation, chemical transformation, ballistic transformation, pressure induced transformation, electrospray injection, mechanical shear forces induced, for example, in microfluids, and carbon nanotubes, nanotube puncture, induced natural competence mechanisms of an organism, merging of protoplasts, and conjugation with Agrobacterium.

7. The method of any one of the above claims, wherein the host cell is selected from a eukaryotic or prokaryotic cell, selected from a bacterial, yeast, algal, plant, insect, mammalian cells, and immortalized cell.

8. The method of any one of the above claims, wherein the reporter gene system comprises a protein having a unique spectral signature and/or assayable enzymatic activity.

9. The method of any one of the above claims, wherein the IVT or IVTT mixture comprises a coupled or linked system.

10. The method of any one of the above claims, wherein the reporterresponse is a direct amplification of the genotype of the allosteric protein.

11. The method of any one of the above claims, wherein the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises a single nucleic acid vector.

12. The method of any one of the above claims, wherein the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises two nucleic acid vectors.

13. The method of any one of the above claims, further comprising: (e) isolating the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch.

14. The method of claim 13, wherein the isolating comprises the use of flasks, culture tubes, and plastic ware, microliter plates, patterned microwells, or microdroplets generated either in bulk or microfluidically.

15. A method of making an allosteric DNA-binding protein sensor and/or switch which binds to a target molecule, comprising:

(a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a DNA-binding protein sensor and/or switch for an ability to bind a target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield a DNA-binding protein sensor and/or switch which has an ability to bind a target molecule;

(d) interrogating the IVT or IVTT mixture by nucleic acid sequencing before and after selection to determine those molecules that have become functionally enriched.

16. The method of claim 15, wherein the allosteric DNA-binding protein sensor and/or switch is an engineered prokaryotic transcriptional regulator family member optionally selected from a LysR, AraC/XylS, TetR, LuxR, Lacl, ArsR, MerR, AsnC, MarR, NtrC (EBP), OmpR, DeoR, Cold shock, GntR, and Crp family member.

17. The method of claim 15 or 16, wherein the target molecule is a small molecule that is not a native ligand of the wild type candidate allosteric DNA-binding protein sensor and/or switch.

18. The method of any one of claims 15-17, wherein the target molecule is an antibiotic.

19. The method of any one of claims 15-18, wherein step (a) comprises mutating an allosteric protein.

20. The method of any one of claims 15-19, wherein the nucleic acid is provided to the host cell by one or more of electroporation, chemical transformation, ballistic transformation, pressure induced transformation, electrospray injection, mechanical shear forces induced, for example, in microfluids, and carbon nanotubes, nanotube puncture, induced natural competence mechanisms of an organism, merging of protoplasts, and conjugation with Agrobacterium.

21. The method of any one of claims 15-20, wherein the host cell is selected from a eukaryotic or prokaryotic cell, selected from a bacterial, yeast, algal, plant, insect, mammalian cells, and immortalized cell.

22. The method of any one of claims 15-21, wherein the reporter gene system comprises a protein having a unique spectral signature and/or assayable enzymatic activity.

23. The method of any one of claims 15-22, wherein the IVT or IVTT mixture comprises a coupled or linked system.

24. The method of any one of claims 15-23, wherein the reporter response is a direct amplification of the genotype of the allosteric protein.

25. The method of any one of claims 15-24, wherein the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises a single nucleic acid vector.

26. The method of any one of claims 15-25, wherein the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises two nucleic acid vectors.

27. The method of any one of claims 15-26, further comprising: (e) isolating the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch.

28. The method of claim 27, wherein the isolating comprises the use of flasks, culture tubes, and plastic ware, microliter plates, patterned microwells, or microdroplets generated either in bulk or microfluidically.

29. A method of making an allosteric DNA-binding protein sensor and/or switch which binds to a target molecule, comprising:

(a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a DNA-binding protein sensor and/or switch for an ability to bind a target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield the candidate allosteric DNA-binding protein sensor and/or switch having an ability to bind a target molecule;

(b) contacting a solid support with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and selecting for a solid support comprising the candidate allosteric DNA-binding protein sensor and/or switch;

(c) isolating nucleic acids from the solid support comprising the candidate allosteric DNA-binding protein sensor and/or switch and contacting the isolated nucleic acids with an in vitro transcription (IVT) or an in vitro transcription and translation (IVTT) mixture;

(d) introducing a reporter gene system, detection reagent, and target molecule, and interrogating the mixture for a reporter response, the reporter response being indicative of the target molecule binding to the candidate allosteric DNA-binding protein sensor and/or switch.

30. The method of claim 29, wherein the solid support is a nanoparticle and a microparticle.

31. The method of claim 29, wherein the solid support is a bead, selected from a nanobead and a microbead.

32. The method of claim 29, wherein the solid support is an array.

33. The method of any one of claims 29-32, wherein the candidate allosteric DNA-binding protein sensor and/or switch is an engineered prokaryotic transcriptional regulator family member optionally selected from a LysR, AraC/XylS, TetR, LuxR, Lacl, ArsR, MerR, AsnC, MarR, NtrC (EBP), OmpR, DeoR, Cold shock, GntR, and Crp family member.

34. The method of any one of claims 29-33, wherein the target molecule is a small molecule that is not a native ligand of the wild type candidate allosteric DNA-binding protein sensor and/or switch.

35. The method of any one of claims 29-33, wherein the target molecule is an antibiotic.

36. The method of any one of claims 29-35, wherein step (a) comprises mutating an allosteric protein.

37. The method of any one of claims 29-36, wherein the reporter gene system comprises a protein having a unique spectral signature and/or assayable enzymatic activity.

38. The method of any one of claims 29-37, wherein the IVT or IVTT mixture comprises a coupled or linked system.

39. The method of any one of claims 29-38, wherein the reporter response is a direct amplification of the genotype of the allosteric protein.

40. The method of any one of claims 29-39, wherein the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises a single nucleic acid vector.

41. The method of any one of claims 29-39, wherein the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the nucleic acid encoding the reporter gene system comprises two nucleic acid vectors.

42. The method of any one of claims 29-41, wherein the nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch comprises a synthetic DNA, amplified DNA, or amplified RNA.

43. The method of any one of claims 29-42, further comprising: (e) isolating the nucleic acid encoding the allosteric DNA-binding protein sensor and/or switch.

44. The method of claim 43, wherein the isolating comprises the use of flasks, culture tubes, and plastic ware, microliter plates, patterned microwells, or microdroplets generated either in bulk or microfluidically.

45. A method for making a target molecule in a biological cell, comprising:

(a) engineering the biological cell to produce the target molecule;

(b) introducing an allosteric DNA-binding protein sensor and/or switch which binds to the target molecule in the biological cell; and

(c) screening for target molecule production.

46. The method of claim 45, wherein the biological cell is engineered to produce the target molecule by a multiplex genome engineering technique and/or a method involving a double-strand break (DSB) or single-strand break or nick.

47. The method of claim 45 or 46, wherein the allosteric DNA-binding protein sensor and/or switch which binds to the target molecule is produced by a method comprising:

(a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a candidate allosteric DNA-binding protein sensor and/or switch for an ability to bind the target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield the candidate allosteric DNA-binding protein sensor and/or switch having an ability to bind the target molecule;

(b) providing a host cell with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and a nucleic acid encoding the reporter gene system and selecting for a cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system;

(d) interrogating the IVT or IVTT mixture for reporter response, the reporter response being indicative of target molecule binding to the allosteric DNA-binding protein sensor and/or switch.

48. The method of claim 45 or 46, wherein the allosteric DNA-binding protein sensor and/or switch which binds to the target molecule is produced by a method comprising:

(a) constructing a candidate allosteric DNA-binding protein sensor and/or switch, the constructing comprising (i) designing a candidate allosteric DNA-binding protein sensor and/or switch for an ability to bind the target molecule, the designing optionally being in silico or (ii) undertaking directed or random mutagenesis to yield the candidate allosteric DNA-binding protein sensor and/or switch which has an ability to bind the target molecule;

(b) providing a host cell with a nucleic acid encoding the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system and selecting for a cell comprising the candidate allosteric DNA-binding protein sensor and/or switch and the reporter gene system;

49. The method of claim 45 or 46, wherein the allosteric DNA-binding protein sensor and/or switch which binds to a target molecule is produced by a method comprising:

(d) introducing a reporter gene system, detection reagent, and target molecule, and interrogating the mixture for a reporter response, the reporter response being indicative of target molecule binding to the candidate allosteric DNA-binding protein sensor and/or switch.

50. The method of claim 49, wherein the solid support is a nanoparticle and a microparticle.

51. The method of claim 49, wherein the solid support is a bead, selected from a nanobead and a microbead.

52. The method of claim 49, wherein the solid support is an array.

53. The method of any one of claims 45-52, wherein the allosteric DNA-binding protein sensor and/or switch is an engineered prokaryotic transcriptional regulator family member optionally selected from a LysR, AraC/XylS, TetR, LuxR, Lacl, ArsR, MerR, AsnC, MarR, NtrC (EBP), OmpR, DeoR, Cold shock, GntR, and Crp family member.

55. The method of any one of claims 45-53, wherein the screening for target molecule comprises a positive or negative screen.

56. The method of any one of claims 45-55, wherein the allosteric DNA-binding protein sensor and/or switch is one or more of those of Table 1 and has about 1, or 2, or 3, or 4, or 5, or 10 mutations.