WO2002027025A2 - Application of bioinformatics for direct study of unculturable microorganisms - Google Patents
Application of bioinformatics for direct study of unculturable microorganisms Download PDFInfo
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- WO2002027025A2 WO2002027025A2 PCT/US2001/029825 US0129825W WO0227025A2 WO 2002027025 A2 WO2002027025 A2 WO 2002027025A2 US 0129825 W US0129825 W US 0129825W WO 0227025 A2 WO0227025 A2 WO 0227025A2
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- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
- C12Q1/68—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
- C12Q1/6876—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
- C12Q1/6888—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for detection or identification of organisms
- C12Q1/689—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for detection or identification of organisms for bacteria
Definitions
- This invention relates to the application of bioinformatics to enable the direct study of unculturable microorganisms. More particularly, this invention relates to a method for identifying unculturable microorganisms so as to enable study of such unculturable microorganisms in their natural environment, which allows for a better appreciation of the contributions of these microorganisms to soil ecology and provides the potential for growing such microorganisms in the laboratory. The method of this invention is applicable to the study of all unculturable microorganisms. As used herein, the term "unculturable microorganism(s)" refers to microorganisms that are currently incapable of being grown as pure cultures under laboratory conditions.
- DNA-DNA reassociation experiments provide a means of estimating the total number of bacterial species present in a sample, but to obtain information about individual bacterial species, an examination of 16S rRNA gene sequences or other highly conserved sequences is most often performed and current techniques only allow the gathering of very limited data from only a small fraction of species actually present in an environmental sample. Clearly the ability to access and characterize biodiversity in environmental samples using existing techniques is limited and needs improvement.
- rRNA sequences from DNA mixtures derived from environmental samples introduces unintended biases to the results obtained.
- the abundance and physiological state of different bacterial species varies considerably as do the efficiencies of cell lysis. Additionally, bacterial species differ in the number of rrn operons within their genome, and there are different template efficiencies relative to the primers used.
- An additional problem with the amplification of nucleic acids obtained from environmental samples is the interference from humic acids and other substances that may significantly decrease the efficiencies of these procedures.
- a further complication with obtaining rRNA gene sequences from DNA mixtures using the PCR is the formation of chimeric molecules that are artifacts and not representative of any living species.
- antibiotics used in the treatment of infectious diseases of humans and animals are derived from a variety of known microorganisms.
- clinical effectiveness of most antibiotics has declined in recent years due to the development of resistance in disease causing microorganisms.
- This problem has been addressed by the isolation of new classes of antibiotics through the study of previously obscure/unknown microorganisms and by producing chemical derivatives of known antibiotics.
- the rate of discovery of new antibiotics is declining as culturable microorganisms have been thoroughly examined.
- many antibiotics currently in use are already third and fourth generation chemical derivatives of antibiotic molecules originally isolated from microorganisms. It will, thus, be apparent that the ability to produce clinically effective new antibiotics through the chemical modification of existing antibiotics is nearly exhausted.
- one object of this invention to provide a method for identifying unculturable microorganisms.
- a method for identifying unculturable microorganisms comprising the steps of isolating at least one bacterial cell from an environmental sample comprising a plurality of microorganisms, amplifying at least one DNA fragment from the at least one bacterial cell, cloning the at least one DNA fragment into at least one E. coli vector, sequencing the at least one DNA fragment, resulting in identification of at least one DNA sequence, and comparing the at least one DNA sequence with existing DNA databases, resulting in identification of the at least one DNA sequence as either an unculturable microorganism or a known microorganism.
- short oligonucleotides are used as "universal" PCR primers that target multiple genetic loci that will enable amplification of the DNA fragments from most, if not all, unculturable microorganisms.
- bioinformatics is used to design species- specific DNA probes suitable for directly studying the unculturable microorganisms in their natural environment. Data obtained regarding the genetics, and particularly the nutritional requirements and physiology, of individual species of previously unculturable microorganisms will enable new culturing techniques to be developed so that at least some previously unculturable microorganisms can be grown in the laboratory.
- Fig. 1 is a schematic illustration showing the use of various fluorescent dyes to achieve fractionation of a mixed microbial population obtained from an environmental sample;
- Fig. 2 is a diagram showing flow cytometry data of the same cell population derived from the saturated zone of a hydrocarbon-contaminated site before staining with the fluorescent dye Fluorescein DHPE;
- Fig. 3 is a diagram showing flow cytometry data of the same cell population derived from the saturated zone of a hydrocarbon-contaminated site after staining with the fluorescent dye Fluorescein DHPE.
- the objective of this invention is the study of individual species of unculturable microorganisms in their natural environment.
- the study of unculturable microorganisms has been limited to methodologies that provide only indirect and incomplete information.
- techniques that can be used to directly study unculturable microorganisms, including species-specific DNA probes have been largely unknown, particularly as regards the majority of genetic loci in the majority of unculturable microorganisms.
- DNA sequences comprise hundreds, if not thousands, of kb of DNA sequence data that provide a much more thorough sampling of the genome of the unculturable microorganism species, which, in turn, allows multiple species-specific DNA probes to be designed targeting many genes in that species. Then, using species-specific DNA probes for a wide assortment of genes, a more accurate picture of the physiological response of unculturable microorganisms to various environmental factors can be determined.
- the method of this invention comprises five key steps: 1) isolation of individual bacterial cells from environmental samples; 2) use of short oligonucleotides as "universal" PCR primers targeting multiple genetic loci that enable amplification of DNA from unculturable microorganisms; 3) cloning of the resulting DNA fragments into E.
- individual bacterial cells are isolated from environmental samples, such as soil, using a micromanipulator (obtainable from Narishige in Tokyo, Japan) or a flow cytometer (obtainable from Becton- Dickinson, Mountainview, California) equipped with a cell sorting device. Because 99% or more of all bacteria are unculturable microorganisms, the direct isolation of individual bacterial cells from environmental samples is an appropriate means for obtaining unculturable microorganisms. Individual bacterial cells thus obtained are then subjected to amplification by PCR using one or more short oligonucleotides of arbitrary sequence as "universal" primers.
- oligonucleotides used as universal primers is in the range of about 8 to about 20 base pairs (bp). Short individual oligonucleotides can be used to prime the PCR rather than the pair of primers required in conventional PCR. Alternatively, pairs of oligonucleotides can be employed to increase the likelihood of amplifying a greater percentage of given bacterial genomes. To further increase the efficiency of amplifying given bacterial genomes, high-GC content primers, high- AT content primers and/or one high-GC content primer and one high- AT content primer are preferred to obtain unique DNA fragments from all unculturable microorganisms.
- the DNA fragments thus obtained are cloned into appropriate E. coli vectors to facilitate subsequent analysis.
- the DNA fragments thus obtained all derive from the chromosome of a single microorganism and, thus, from a single species of microorganism.
- the DNA sequences of each cloned DNA fragment are then determined. Because individual bacterial cells are studied, several hundreds or even thousands of kb of unique DNA fragments may be obtained from several loci from individual species of unculturable microorganisms.
- the DNA sequences are then compared with existing DNA sequence databases to confirm that they originate from unculturable microorganisms and to identify DNA sequences that can serve as species-specific DNA probes.
- the species-specific DNA regions may then be used to design PCR primer pairs targeting each unique DNA sequence and to prepare hybridization probes/DNA chip arrays.
- the preferred size for the species-specific DNA primers for PCR and RT- PCR experiments is in the range of about 20 to about 50 bp.
- the size of species-specific gene probes for use in hybridization experiments and the fabrication of DNA microarrays/gene chips is in the range of about 20 to about 2000 bp.
- Environmental samples such as soil, may then be subjected to various conditions such as the addition of various carbon and nitrogen sources, alteration of pH, aerobic and anaerobic conditions, addition of environmental pollutants and the like.
- Total DNA and/or RNA samples may then be obtained from these treated environmental samples and the species-specific primers and DNA probes used in PCR, RT-PCR and microarray hybridization/gene expression experiments to obtain data concerning the response of unculturable microorganisms to various environmental changes.
- the unculturable microorganisms can be studied directly in their natural environment and data thus obtained may be used as the basis for determining the requirements for growth of at least some of these microorganisms under laboratory conditions as axenic cultures.
- the cells were lysed to release chromosomal DNA which was then subjected to PCR using a 10-mer oligonucleotide as a primer.
- the DNA fragments thus amplified were then cloned into E. coli vectors and the DNA sequence of each DNA fragment determined.
- These DNA sequences were then compared with the DNA sequences of all characterized microorganisms to determine if these DNA sequences, in fact, originate from previously unculturable microorganisms and to define specific DNA regions/sequences that can be used as species-specific probes for each species of unculturable microorganism studied.
- These species-specific DNA sequences were then used in hybridization experiments to analyze the effects of various environmental parameters on the growth and activity of individual species of unculturable microorganisms.
- Cultivation-independent techniques generally employ DNA purified from the mixed microbial community and then examine 16S r-RNA sequences either by directly cloning DNA fragments or, more commonly, by PCR amplification.
- the 16S rRNA genes that are detected are derived exclusively from the most abundant bacterial species present in the original sample.
- a primary limitation of the dilution culture approach is that the low abundance species will always be lost, yet low abundance species comprise the majority of biodiversity.
- An alternative means of altering the composition of mixed microbial populations is to fractionate the population based on various physiological parameters using flow cytometry.
- Flow cytometry, and particularly fluorescence-activated cell sorting (FASC) is capable of precisely sorting mixed microbial populations that differ in some regard.
- fluorescent dyes There are a variety of fluorescent dyes that can be used to selectively stain protein, lipids, DNA, and even AT-rich or GC-rich DNA (as well as other target molecules).
- This invention employs differential staining of mixed bacterial populations combined with FASC to obtain sub-populations of mixed bacterial cultures that can be used to avoid competitive exclusion in bacterial growth experiments and to provide DNA samples that are enriched for the presence of rare microbial species.
- Bacterial sub-populations produced by flow cytometry could be extremely fertile sources for the investigation of microbial ecology and biodiversity. Bacterial species will respond differently to dyes targeting protein, lipids or other cellular components and when different dyes are used, flow cytometry can yield bacterial sub-populations that differ significantly from the original mixed culture, from each other, and from anything that can be produced by the dilution culture. Importantly, some of these sub-populations will be enriched for bacterial species that were present in low abundance in the original sample.
- Flow cytometry can be used to obtain sub-populations of bacteria that differ in composition from that of original environmental samples. These bacterial sub-populations should alter the dynamics of inter-species competition and competitive exclusion in microbial growth experiments, thereby allowing a wider array of microbial species to be grown in the laboratory. Additionally, these bacterial sub-populations can also be analyzed by cultivation-independent techniques affording a more detailed view of the biodiversity in environmental samples. In this way, both culturable and unculturable microorganisms can be studied directly in their natural environment and data can be obtained that may lead to an improved understanding of the biodiversity of environmental samples of all kinds.
- Environmental samples are analyzed as is and after being divided into various sub-populations based on physiological parameters using flow cytometry and fluorescence- activated cell sorting.
- the species composition of these microbial sub-populations are then investigated by cultivation and cultivation-independent methods.
- the cultivation of novel bacterial species is aided by the use of dilution culture and the use of numerous media with compositions intended to mimic the natural environment from which the samples are derived.
- Molecular analyses determine the most abundant species present in each bacterial sub- population by cloning 16S rRNA genes and determining their DNA sequences. Additionally, hybridization experiments are performed to determine the overall level of biodiversity present in each bacterial sub-population.
- Filtration is used to concentrate bacteria from environmental samples and then various staining procedures are used to selectively stain protein, lipids, viable cells, DNA, AT-rich DNA, and GC-rich DNA.
- Flow cytometry is used to sort bacterial cells into various sub-populations.
- various fluorescent dyes and fluorescence activated cell sorting it should be possible to process environmental samples to obtain large collections of bacterial cells that possess various staining properties. Even though in many environmental samples a few bacterial species can predominate, comprising from 20% to 90% of the cells, the combination of various dyes with fluorescence activated cell sorting should result in cell collections/libraries that are diverse and contain high percentages of unculturable microorganisms.
- An objective of this invention is to demonstrate that fluorescence-activated cell sorting (FACS) can be used to fractionate mixed microbial populations in ways that facilitate the analysis of biodiversity.
- FACS fluorescence-activated cell sorting
- a schematic illustration of the use of various fluorescent dyes to achieve fractionation of a mixed microbial population obtained from an environmental sample is shown in Figure 1. Many cells present in environmental samples may not be metabolically active and the uptake of certain dyes can be used to selectively label metabolically inactive bacterial cells.
- a specific example of a dye that can be used to selectively stain viable cells is DiBAC4 (Catalogue number B-438, Molecular Probes, Eugene, OR).
- Dye-treated populations of cells are then processed by FACS to allow active cells to be separated from inactive cells.
- a possible next step might be to use a different fluorescent dye that selectively binds to lipids and has a fluorescent signal at a different wavelength than the dye previously used.
- this lipid-specific fluorescent dye is subsequently used to stain the active and the inactive microbial cell populations each cell mixture can again be processed by FACS resulting in four sub-populations of bacterial cells as shown in Figure 1.
- lipid staining dyes that can be used for the purpose of selectively staining bacterial lipids are BODIPY FL C16 (catalogue number D-3821, Molecular Probes, Eugene, OR), 16-(9- anthroyloxy) palmitic acid (catalogue number A-39, Molecular Probes, Eugene, OR), or fluorescein DHPE (catalogue number F-362, Molecular Probes, Eugene, OR).
- BODIPY FL C16 catalog number D-3821, Molecular Probes, Eugene, OR
- 16-(9- anthroyloxy) palmitic acid catalogue number A-39, Molecular Probes, Eugene, OR
- fluorescein DHPE catalogue number F-362, Molecular Probes, Eugene, OR
- yet another dye that fluoresces at a unique wavelength relative to the dyes previously used can be used to again stain each of the cell sub-populations.
- a dye that selectively binds to GC-rich DNA is used and, after processing by FACS, eight sub-populations of bacterial cells are obtained.
- fluorescent dyes that can be used to stain nucleic acids in bacteria are Hoechst 33342 (catalogue number H-3570, Molecular Probes, Eugene, OR) and SYBR Green (catalogue number S-7563, Molecular Probes, Eugene, OR).
- Figs. 2 and 3 show flow cytometry data of the same cell population derived from the saturated zone of a hydrocarbon-contaminated site before and after staining with the fluorescent dye Fluorescein DHPE (catalogue number F-362, Molecular Probes, Eugene, OR) that targets lipids.
- Fluorescein DHPE catalog number F-362, Molecular Probes, Eugene, OR
- a comparison of the two sets of graphs demonstrates that the use of the lipid-specific dye enables preferential staining of a portion of the population so that it has different optical properties as compared with the original unstained sample. These differences in optical properties allow fluorescence-activated cell sorting to be used to obtain a subset of the original population that comprises a portion of the original population that could not have been obtained in any previously known way.
- the gating parameters of the cell sorting device By adjusting the gating parameters of the cell sorting device, only those cells in the far right hand portion of quadrant Rl 8 in the F632-stained population are isolated and recovered cells corresponding to about 1% of the cell population that could not be detected or isolated uniquely in the unstained sample.
- the unstained sample is estimated to have about 10,000 different species of bacteria present, but genetic analysis will typically only allow the detection of a few (20 to 100) species that are present in the greatest abundance.
- the sorted cells obtained after FACS of the F362-stained cells yielded a sub- population that is about 1% of the original sample and therefore may contain about 100 different bacterial species, but most of these 100 species are expected to be those that would have been lost in the crowd in the original sample.
- the cell fractionation scheme illustrated in Fig. 1 is just an example. In practice the goals of cell fractionation are two-fold: to obtain sub-populations of cells that are substantially free from those bacterial species that were most abundant in the original sample, and to obtain sub-populations of cells that are substantially free of those bacterial species that are most readily cultivated from the original sample. If the most abundant bacterial species can be removed, then the remaining bacterial population will be substantially enriched for rare (low abundance) bacterial species. Such a sub-population of bacterial cells may subsequently allow novel microorganisms to be cultured under laboratory conditions and they most certainly make good sources from which to prepare 16S rRNA libraries and genomic libraries.
- Some fluorescent dyes have been shown to have little or no effect on the viability of prokaryotic cells while other dyes require permeabilization of cells and will not allow the recovery of viable cells after FACS.
- the initial steps in using FACS to fractionate microbial populations focus on those dyes that will permit the subsequent use of cell sub- populations in microbial growth experiments for the potential isolation of species that have not previously been cultivated.
- Microbial populations and sub-populations may also be subjected to FACS using dyes/procedures that do not allow cells to remain viable, and in these instances the resulting microbial sub-populations may be subjected to molecular analyses to create libraries of 16S rRNA genes to characterize the biodiversity present in these samples and to generate genomic libraries from which a multitude of biotechnology products may be derived.
- fluorescent-labeled DNA probes targeting DNA sequences unique to each abundant species can be used to selectively label these abundant cells followed by FACS.
- Suitable species-specific probes can be prepared from the variable regions of the 16S RNA genes and from other species-specific probes targeting other genes. This is the most convenient approach as the required DNA sequence data will be available.
- An alternative approach for creating species-specific probes with even greater specificity that target the most abundant bacterial species is to create genomic libraries from total DNA extracted from microbial populations and perform colony hybridization to detect clones containing DNA fragments that include 16S rRNA genes.
- DNA fragments will be derived predominantly from the most abundant bacterial species which can be confirmed by sequencing these fragments. These DNA fragments will contain genes in addition to the 16S rRNA gene and species-specific probes can be prepared targeting unique chromosomal genes and/or intergene spacer regions.
- fluorescence activated cell sorting can be used to demonstrate the use of flow cytometry to isolate additional cells of specific species of unculturable microorganisms.
- environmental samples are first permeabilized to permit the entry of fluorescent DNA or peptide nucleic acid probes. It may be advantageous to use peptide nucleic acid probes rather than DNA probes due to their better ability to permeate cells, resistance to nucleases and proteases, and higher binding affinities.
- DNA sequence data derived from presumptive unculturable microorganisms will initially be compared with genomic sequences/databases of known microorganisms to determine if the sequence of the 16S rRNA gene confirms the identity of a given cell as an unculturable microorganism and to determine the relatedness to known microbial species. Subsequent analysis of DNA sequence data derived from unculturable microorganisms will focus on identifying unique regions of genes/open reading frames that enable species-specific probes to be designed that can be used in FACS experiments to obtain additional samples of particular species of unculturable microorganisms and for use in PCR and/or hybridization/microarray experiments to characterize unculturable microorganisms.
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Application Number | Priority Date | Filing Date | Title |
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AU2001293018A AU2001293018A1 (en) | 2000-09-25 | 2001-09-24 | Application of bioinformatics for direct study of unculturable microorganisms |
EP01973441A EP1352090A2 (en) | 2000-09-25 | 2001-09-24 | Application of bioinformatics for direct study of unculturable microorganisms |
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US23509500P | 2000-09-25 | 2000-09-25 | |
US60/235,095 | 2000-09-25 | ||
US09/960,698 | 2001-09-21 | ||
US09/960,698 US20020086313A1 (en) | 2000-09-25 | 2001-09-21 | Application of bioinformatics for direct study of unculturable microorganisms |
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WO2002027025A2 true WO2002027025A2 (en) | 2002-04-04 |
WO2002027025A3 WO2002027025A3 (en) | 2003-08-07 |
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EP (1) | EP1352090A2 (en) |
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WO (1) | WO2002027025A2 (en) |
Cited By (1)
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WO2006124872A2 (en) * | 2005-05-16 | 2006-11-23 | Recombinant Innovation | Methods for determining contamination of fluid compositions |
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WO2017209990A1 (en) | 2016-05-31 | 2017-12-07 | Exxonmobil Upstream Research Company | METHODS FOR lSOLATING NUCLEIC ACIDS FROM SAMPLES |
WO2018005514A1 (en) | 2016-07-01 | 2018-01-04 | Exxonmobil Upstream Research Company | Methods to determine conditions of a hydrocarbon reservoir |
CN107217102B (en) * | 2017-07-14 | 2018-09-28 | 艾吉泰康生物科技(北京)有限公司 | A kind of the primer sequence group and method in quickly and efficiently quality inspection library |
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2001
- 2001-09-21 US US09/960,698 patent/US20020086313A1/en not_active Abandoned
- 2001-09-24 AU AU2001293018A patent/AU2001293018A1/en not_active Abandoned
- 2001-09-24 WO PCT/US2001/029825 patent/WO2002027025A2/en not_active Application Discontinuation
- 2001-09-24 EP EP01973441A patent/EP1352090A2/en not_active Withdrawn
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2006124872A2 (en) * | 2005-05-16 | 2006-11-23 | Recombinant Innovation | Methods for determining contamination of fluid compositions |
WO2006124872A3 (en) * | 2005-05-16 | 2007-03-01 | Recombinant Innovation | Methods for determining contamination of fluid compositions |
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EP1352090A2 (en) | 2003-10-15 |
AU2001293018A1 (en) | 2002-04-08 |
US20020086313A1 (en) | 2002-07-04 |
WO2002027025A3 (en) | 2003-08-07 |
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