WO2011035456A1 - 通过计算机辅助设计来获得高亲和力的蛋白质的方法 - Google Patents
通过计算机辅助设计来获得高亲和力的蛋白质的方法 Download PDFInfo
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- C07K16/18—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies against material from animals or humans
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- C07K16/28—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants
- C07K16/2803—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants against the immunoglobulin superfamily
- C07K16/2818—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants against the immunoglobulin superfamily against CD28 or CD152
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- C07K16/28—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants
- C07K16/2887—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants against CD20
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- C07K2317/56—Immunoglobulins specific features characterized by immunoglobulin fragments variable (Fv) region, i.e. VH and/or VL
- C07K2317/565—Complementarity determining region [CDR]
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- C07K2317/92—Affinity (KD), association rate (Ka), dissociation rate (Kd) or EC50 value
Definitions
- the present invention is in the field of medical biotechnology, and in particular, relates to a method of obtaining an antibody or protein molecule having improved affinity by computer. Background technique
- the method for increasing antibody affinity is mainly to use the original parental monoclonal antibody as a template for transformation, and to construct a mutant antibody library (such as ribosome display, yeast two-hybrid, phage display antibody library, etc.) for screening, and finally achieve higher affinity.
- Monoclonal antibody have significant limitations: It is difficult to construct a mutant library that is mutated to any amino acid, covering all sites; it is time-consuming and labor-intensive to construct an antibody library and its screening process; when the target protein is difficult to express or screen in vitro When the combination is unstable, it is difficult to use the antibody library method for screening.
- the invention firstly summarizes the laws in the process of antibody affinity maturation, and establishes a computer-aided design method based on the evolutionary law of antibodies to rapidly and efficiently increase the affinity of antibodies (accuracy rate is greater than 57%).
- the present invention further uses this method to carry out an improvement test of the affinity of a fusion protein receptor to obtain a similar accuracy.
- the method of the present invention can be widely applied to enhance the interaction between protein complexes and accelerate the development of proteins having biological and medical significance.
- the combination of antibody evolution law and computer simulation technology provides a new idea for computer-aided design in the future.
- the computer aided method of the invention for increasing antibody affinity comprises the steps of:
- a method for obtaining high affinity antibodies or protein molecules by computer aid comprising the steps of:
- the mutation sites are selected according to the characteristics of the changes in the crystal structure during the affinity maturation of the known antibody or protein, and those having a bias distribution on the contact surface and surface of the protein complex are selected.
- the amino acid serves as a candidate mutant amino acid.
- the selected mutation site is located at the periphery of the contact surface of the antibody or protein molecule with the antigen or binding protein and does not interact with the antigen or binding protein.
- step 2) the virtual mutation site is mutated to the following amino acids:
- Step 4) includes:
- step 3 a) sorting the initially optimized antibodies or protein molecules obtained in step 3) according to the overall energy; b) determining, based on the crystal structure information of the antibody or protein molecule complex, an amino acid located on the target molecule that plays a key role in binding;
- the selection of the mutation site is mainly based on the known characteristics of changes in the crystal structure during the affinity maturation of the antibody, and the amino acids which are distributed in the contact surface and surface of the protein complex are selected;
- the strategy for selecting mutations should first satisfy the following aspects: i) The site of the mutation is preferably located in the CDR region, and try to avoid possible immunogenicity; ii) not too many sites of mutation, can cooperate in a limited number of positions Significantly improve affinity without overly changing the interface of the antibody; iii) The final method must be efficient, accurate, and capable of rapidly obtaining antibodies with increased affinity through limited mutations.
- the mutation position selected by the invention has the following two characteristics: i) maximally ensuring that the single point mutation has an increased potential position; ii) maximizing the optimal synergy of the combined mutation, greatly improving the amino acid The affinity of the antibody.
- Clark LA et al. performed a mathematical and statistical analysis of the antigen-antibody co-crystallization in the PDB database, and obtained the bias of the amino acid composition generally distributed on the antibody interface through information mining technology [see Figure 2, Clark LA, Ganesan S , Papp S, et al. Trends in antibody sequence changes during the somatic hypermutation process. [J]. J Immunol. 2006, 177(1): 333-340; Lo CL, Chothia C, Janin J. The atomic structure of protein -protein recognition sites. [J]. J Mol Biol. 1999, 285(5): 2177-2198].
- the present invention selects amino acids which have a high probability of appearing on the contact surface and surface of the antibody as a selective amino acid for mutation. Based on the accuracy of the existing predictions, this purposeful screening eliminates the predicted false positive amino acids that rarely appear on the antibody interface, making it possible to improve the accuracy of the prediction.
- the present invention selects a position located around the contact surface of the antigen antibody as a mutation site, and preferably an amino acid site which does not interact with the antigen.
- the antibody mutation site selected by the present invention has the following characteristics: (1) the selected mutation site: located at the periphery of the antibody contact surface and preferably does not form an interaction with the antigenic substance; (2) the selected mutant acid is selected from Glu , Arg, Asn, Ser, Thr, Tyr, Lys, Asp, Pro, and Ala.
- the module is hydrogenated, and all heavy atoms of the immobilized protein minimize the energy of 5000 steps (in steps of lfs).
- the structure obtained by minimizing the energy is obtained, and the distance from the antigen 6A is set to be the contact surface. Add water to the distance of 25A around the contact surface.
- the selected mutation position is subjected to amino acid mutation, and the amino acid molecule at a distance of 6A from the mutation site is subjected to auto-rotamer to select the optimal starting site in space [Dunbrack R L. Rotamer Libraries in the 21st Century [J]. Current Opinion In Structural Biology. 2002, 12(4): 431-440. Ponder JW, Richards F M.
- the Quartic VDW van der waals
- coulombic interactions off method is used for initial screening to find possible binding conformations.
- the constant of van der Waals force and hydrogen bond is reduced to 0.5 in this process, and 6000 steps are searched each time, resulting in 60 After preliminary optimization of the conformation.
- the cell-mutipole method is used to make a more detailed search for the first 60 constellations [Ding HQ, Karasawa N, Goddard 11. Atomic level simulations on a million particles: The cell multipole method for Coulomb and London nonbond interactions ⁇ ] J. Chem. Phys.
- the selected complex is introduced into charmm V34bl (Bernard, RB and EB Robert, et al. (1983). "CHARMM: A program for macromolecular energy, minimization, and dynamics calculations.” J Comput Chem. 4(2): 187 -217. ), using the HBUILD command to hydrogenate the heavy atoms of the PDB structure, using the charmm force field (Becker, OM and M. Karplus (2005). Guide to Biomolecular Simulations (Focus on Structural)
- Emm is the molecular mechanics energy calculated by CVFF force field
- AGsolv is the solvation free energy
- -TAS is the entropy of solute.
- the molecular mechanics energy consists of three parts: intramolecular energy, van der Waals force and electrostatic interaction. Since each antibody does not change in its binding to the unbound antigen, the internal energy portion of the molecular mechanical energy contributes zero to the binding free energy.
- AGPB indicates electrostatic solvation energy
- AGnp indicates non-polar solvation energy
- the Quartic VDW (van der waals) with coulombic interactions off method can be used to optimize the structure after the mutation to generate a certain number of preliminary optimized structures that meet the conditions.
- the conformational search of protein molecules is still a bottleneck in structural simulation.
- the present invention first evaluates the van der waals using a rigid sphere model of the single cylinder, and does not calculate the influence of the Coulomb force between the molecules. In turn, the energy interface becomes smoother and the local energy minimum can be picked out relatively easily.
- the Quartic VDW (van der waals) with coulombic interactions off method is typically used to perform an initial constellation space search. Then, the generated initial structure can be further optimized by the cell_mutipole method to perform a final fine conformation search to obtain an energy-optimized antibody or protein molecule.
- the optimized structure is subjected to comprehensive evaluation of energy scoring and root mean square deviation (RMSD) to obtain predicted mutation points of antibodies with increased affinity, and the specific steps include: firstly, the above energy-optimized antibody or protein molecule Sorting according to the total energy, sorting from high to low; then determining the amino acids that play a key role in the binding on the target molecule according to the crystal structure information of the protein complex; after mutating the amino acids that play a key role in the binding Perform RMSD analysis (heavy atom) with the crystal structure, select those with the lowest total energy and RMSD The calculation of the binding energy is performed on a relatively small mutant structure; finally, a simulated structure capable of increasing the affinity of the antibody or protein molecule is obtained.
- RMSD root mean square deviation
- the present invention has developed a method for increasing the affinity of an antibody or protein molecule by summarizing and attempting to finally combine the laws of antibody affinity maturation from conventional computer simulation techniques.
- the method of the present invention significantly improves the accuracy of computer simulations to improve protein affinity, greatly reduces computational effort, reduces laboratory costs for increasing antibody affinity, and makes protein affinity changes simple and efficient.
- Figure 1 Experimental flow chart showing the method of the invention
- Figure 2 shows the bias analysis of the amino acid distribution
- Figure 3 shows the experimental site to confirm the mutation site of Trastuzumab affinity; as shown, it is the heavy chain 55 Asn, the heavy chain 102 Asp, the light chain 28 Asp and the light chain 93 Thr.
- Figure 4 shows the nucleotide sequence and amino acid sequence of the heavy chain variable region (VH) and light chain variable region (VL) of Trastuzumab;
- Figure 5 shows the experimental site to verify the mutation site of Rituximab affinity; as shown, H57Asp and H102Tyr;
- FIG. 6 Nucleosides showing the Rituximab heavy chain variable region (VH) and light chain variable region (VL)
- Figure 7 Sensorgram showing biacore detection of Rituximab and ituximab mutants at the same sample concentration
- Figure 8 shows the nucleotide sequence and amino acid sequence of the extracellular region of CTLA-4
- Figure 9 Sensorgram showing biacore detection of Abatacept and CTLA-4/Ig mutants at the same sample concentration.
- Trastuzumab (Herceptin) is a humanized monoclonal antibody targeting HER2 developed by Genentech, Inc., and has a high affinity for the HER2 receptor for the treatment of HER2/neu overexpressing metastatic breast cancer.
- the invention simulates the process of improving the affinity in vitro by computer, overcomes the limitation of the affinity maturation process in the body, and further obtains the Trastuzumab with the same epitope but high affinity. It has been repeatedly verified by experiments in vitro and in vivo to finally obtain a new type of Tratuzumabo with stronger antitumor activity.
- the optimized structure was obtained, and the distance from the antigen 6A was set to be the contact surface. Water molecules are added at a distance of 25 A around the contact surface.
- the selected mutation position was subjected to amino acid mutation, and then based on the rotamer library summarized by Ponder and Richards, the auto-rotamer selection space starting point was selected for the amino acid molecule at a distance of 6A from the mutation site.
- the peripheral water molecules and antibody molecules other than the contact interface are fixed and subjected to simulated annealing to find the most likely contact pattern.
- lymphocyte separation solution Separating healthy human lymphocytes with lymphocyte separation solution (Dingguo Biotechnology Development Co., Ltd.) Cloning human and mouse kappa immunoglobulin constant and J region genes conserve homology in functional segments. Hieter PA, Max EE, Seidman JG, Maizel JV Jr, Leder R Cell 1980 Nov;22(l Pt 1): 197-207) and the literature (The nucleotide sequence of a human immunoglobulin C gamma 1 gene. Ellison JW, Berson BJ, Hood LE. Nucleic Acids Res.
- HC sense GCTAG CACCA AGGGC CCATC GGTCT TCC
- HC antisense TTTAC CGGGA GACAG GGAGA GGCTC TTC
- Lc sense ACTGT GGCTG CACCA TCTGT CTTCA TCT
- Lc antisense ACACT CTCCC CTGTT GAAGC TCTTT GTG.
- the antibody heavy and light chain constant region genes were amplified by RT-PCR reaction.
- the PCR product was purified by agarose gel electrophoresis and cloned into pGEM-T vector (Promega). After sequencing, it was confirmed that the correct clone was obtained.
- SEQ ID NO: 1 shows the nucleotide sequence of the heavy chain constant region (CH)
- SEQ ID NO: 2 shows the amino acid sequence of the heavy chain constant region (CH)
- SEQ ID NO: 3 and SEQ ID NO: 4 respectively show The nucleotide sequence and amino acid sequence of the light chain constant region (CL).
- the correct clones in this example were designated pGEM-T/CH and pGEM-T/CL.
- Humanized antibody heavy chain gene was synthesized by overlapping PCR using Her2VH gene and pGEM-T/CH vector as template. The reaction conditions were: 95TM 5 min; 94 ° C 50 sec, 58 ° C 50 sec, 72 ° C 50 sec, 30 Cycle; 72 ° C for 10 minutes.
- the 5' end of the humanized heavy chain gene contains the restriction enzyme site Hind III and the signal peptide gene sequence, and the 3' end contains the translation stop codon TAA and the restriction enzyme site EcoR I.
- the signal peptide gene sequence is: ATG GAT TTT CAG GTG CAG ATT TTC AGC TTC CTG CTAATC AGT GCC TCA GTC ATAATA TCC AGA GGA.
- the PCR amplification product was separated by agarose gel electrophoresis, and the target band was recovered and cloned into pGEMT vector, and positive clones were screened for sequencing.
- the clones with the correct sequencing were digested with ffindlll and EcoR I, and the humanized antibody heavy chain fragment Her2VHCH was purified by agarose gel electrophoresis, and the capsular granule pcDNA3.1 ( + ) digested with Hind III and EcoR I (United States) Invitrogen products were ligated to construct the adult-derived heavy chain eukaryotic expression vector pcDNA3.1 ( + ) ( Her2VHCH ).
- the humanized antibody light chain gene was synthesized by overlapping PCR using the Her2VL gene and the pGEM-T/CL vector as a template.
- the reaction conditions were: 95 ° C for 15 minutes; 94 ° C for 50 seconds, 58 ° C for 50 seconds, 72 ° C for 50 seconds. , 30 cycles; 72 ° C for 10 minutes, the PCR product Her2VLCL, the 5' end contains restrictions
- the enzyme site Hindlll and the signal peptide gene sequence have a translation termination code TAA and a restriction enzyme site EcoR I at the 3' end.
- the signal peptide gene sequence is: ATG GAT TTT CAG GTG CAG ATT TTC AGC
- the correct clone was digested with Hind III and EcoR I, and purified by agarose gel electrophoresis to recover the humanized antibody light chain fragment C2B8VLCL, and with Hind III and The EcoR I digested plasmid pcDNA3.1 vector (product of Invitrogen, USA) was ligated to construct an adult-derived light chain eukaryotic expression vector pcDNA3.1 (Her2VLCL).
- 3x105 CHO-K1 cells (ATCC CRL-9618) were seeded in 3.5 cm tissue culture dishes, and transfected when the cells were cultured to 90%-95% confluence: plasmid lO g (plasmid pcDNA3.1(+) ( Her2VHCH ) 4 g , plasmid pcDNA3.1 ( Her2VLCL ) 6 ⁇ ⁇ ) and 20 ⁇ 1 Lipofectamine2000 Reagent (Invitrogen) were dissolved in 500 ⁇ 1 serum-free DMEM medium, allowed to stand at room temperature for 5 minutes, mixed the above two liquids, and incubated at room temperature for 20 minutes to make DNA-liposome complex formation, during which the serum-containing medium in culture was replaced with 3 ml of serum-free DMEM medium, and then the formed DNA-liposome complex was added to the plate, C0 2 incubator culture After 4 hours, 2 ml of DMEM complete medium containing 10% serum was added, and the culture was continued in a C0 2 incubator
- the highly expressed clones were screened for serum-free medium.
- the culture was expanded, and the humanized antibody trastuzumab was isolated and purified using a Protein A affinity column (product of GE).
- the purified antibody was dialyzed against PBS, and finally the concentration of the purified antibody was quantitatively determined by ultraviolet absorption.
- the construction of the Trastuzumab antibody mutant was carried out by means of overlapPCR, and the method of construction and expression and purification was the same as that of the Trastuzumab humanized antibody.
- a total of 10 antibody mutants were constructed, ranging from Hmutl to HmutlO.
- the specific amino acid sequences are shown in SEQ ID NO: 5 ⁇ SEQ, respectively.
- Her2 extracellular domain protein was expressed and purified according to Carter's method, and then coated with an ELISA plate at 37 degrees for 2 hours; then, a fixed concentration of the antibody was incubated with the diluted diluted Her2 membrane outer region protein for 1 hour at room temperature. The amount of affinity is then calculated by identifying the amount of free antibody in the incubation antibody antigen complex. See [Carter P, et al. (1992) for details. Humanization of an anti-pl85HER2 antibody for human cancer therapy. Proc Natl Acad Sci USA 89: 4285-4289; Friguet B, Chaffotte AF, Djavadi-Ohaniance antigen-antibody complexes by enzyme-linked immunosorbent assay.
- H57Tyr lie 0.06 ⁇ 0.01
- the experimental error is represented by SD, which is derived from three independent experiments; WT, which is Trastuzumab antibody; ND, which means that the affinity is too weak to detect.
- KdWT 0.16 ⁇ 0.02 nM
- KdHerc 0.21 ⁇ 0.04 nM
- Hmutl 0 H102Asp Lys 2.31 ⁇ 0.20 3.03 ⁇ 0.26 The error is expressed in SD and is derived from the results of three independent experiments.
- WT is an unmutated antibody sequence; Here is indicated as a commercially available Herceptin. Raising the Rituximab antibody affinity test
- Rituximab is a genetically engineered human and mouse chimeric monoclonal antibody consisting of murine Fab and human Fc with a molecular weight of approximately 150 kDa, which specifically binds to the CD20 antigen on the surface of B lymphocytes, ultimately leading to the death of B lymphocytes. Chikin's lymphoma and the like.
- the contact surface on Rituximab is analyzed: Usually, the solvation contact area of the short peptide with the protein is 400-700A, which is usually smaller than the solvation contact area of the protein-protein contact, and the ituximab and CD20 short peptide.
- the contact SAS is 440A, and the SAS in the interaction between short peptides and proteins is relatively small. A virtual mutation was sequentially performed on the peripheral amino acids at the contact surface.
- the selected mutation position was subjected to amino acid mutation, and then based on the rotamer library summarized by Ponder and Richards, the amino acid molecule at a distance of 6A from the mutation site was subjected to an optimization start site on the auto_rotamer selection space.
- the peripheral water molecules and antibody molecules other than the contact interface are fixed and simulated annealing is performed to find the most likely contact pattern.
- the structure generated by the above process is RMSD ( Root mean square deviation ) analysis, comparing the amino acid of the antigenic peptide on the antigenic peptide in the resulting structural complex with the amino acid of the pre-mutation amino acid. Finally, we choose those with the lowest total energy and relatively low RMSD. The structure is selected.
- the selected structure is introduced into the charmm for energy minimization. Energy evaluation was performed using the MM-PBSA method. In order to evaluate the accuracy of the computer prediction method, we selected experimentally validated amino acids predicted to increase affinity and amino acids with decreased predicted affinity at three candidate sites.
- HC sense GCTAG CACCA AGGGC CCATC GGTCT TCC
- HC antisense TTTAC CGGGA GACAG GGAGA GGCTC TTC
- Lc sense ACTGT GGCTG CACCA TCTGT CTTCA TCT
- Lc antisense ACACT CTCCC CTGTT GAAGC TCTTT GTG.
- the antibody heavy and light chain constant region genes were amplified by RT-PCR reaction.
- the PCR product was purified by agarose gel electrophoresis and cloned into pGEM-T vector. After sequencing, it was confirmed that the correct clone was obtained.
- SEQ ID NO: 1 and SEQ ID NO: 2 show the nucleotide sequence and amino acid sequence of the heavy chain constant region (CH), respectively.
- SEQ ID NO: 3 and SEQ ID NO: 4 show the nucleotide sequence and amino acid sequence of the light chain constant region (CL), respectively.
- the correct clones in this example were recorded as pGEM-T/CH and pGEM-T/CL.
- Example 7 Construction of an anti-CD20 chimeric antibody Rituximab
- the anti-human CD20 monoclonal antibody Rituximab (C2B8) heavy chain variable region gene (C2B8VH) and light chain variable region gene (C2B8VL) were synthesized.
- Figure 6 shows the nucleoside and amino columns of the C2B8 heavy and light chain variable regions.
- Humanized antibody heavy chain gene was synthesized by overlapping PCR using C2B8VH gene and pGEM-T/CH vector as template. The reaction conditions were: 95 ° C for 15 minutes; 94 ° C for 50 seconds, 58 ° C for 50 seconds, 72 ° C for 50 seconds. , 30 cycles; 72 ° C for 10 minutes.
- the 5' end of the humanized heavy chain gene contains the restriction enzyme site Hindlll and the signal peptide gene sequence, and the 3' end contains a translation stop codon TAA and a restriction enzyme site EcoR l.
- the signal peptide gene sequence is: ATG GGATTC AGC AGGATC TTT CTC TTC CTC CTG TCA GTAACT ACA GGT GTC CAC TCC.
- the PCR amplification product was separated by agarose gel electrophoresis, and the target band was recovered and cloned into pGEMT vector, and positive clones were screened for sequencing.
- the humanized antibody light chain gene was synthesized by overlapping PCR using C2B8VL gene and pGEM-T/CL vector as template.
- the reaction conditions were: 95 ° C for 15 minutes; 94 ° C for 50 seconds, 58 ° C for 50 seconds, 72 ° C 50 Seconds, 30 cycles; , 2.
- the PCR product C2B8 VLCL was obtained, which contained the restriction enzyme site Hindlll and the signal peptide gene sequence at the 5' end, and the translation termination code TAA and the restriction enzyme site EcoR I at the 3' end.
- the signal peptide gene sequence is ATG GAT TTT CAA GTG CAG ATT TTC.
- the correct clone was digested with Hindlll and EcoR I.
- the humanized antibody light chain fragment C2B8VLCL was purified by agarose gel electrophoresis, and the Hindlll and EcoR I enzymes were used.
- the cut plasmid pcDNA3.1 vector (product of Invitrogen, USA) was ligated to construct an adult-derived light chain eukaryotic expression vector pcDNA3.1 (C2B8VLCL).
- 3 x l05 CHO-K1 cells (ATCC CRL-9618) were inoculated in 3.5 cm tissue culture subculture, and transfected when the cells were cultured to 90%-95% confluence: plasmid 10 g (plasmid pcDNA3.1(+)(C2B8VHCH) 4 g, plasmid pcDNA3.1 (C2B8VLCL) 6 g) and 20 ⁇ 1 Lipofectamine 2000 Reagent (Invitrogen) were dissolved in 500 ⁇ 1 serum-free DMEM medium, allowed to stand at room temperature for 5 minutes, mixed with the above two liquids, and incubated at room temperature for 20 Minutes to form a DNA-liposome complex, during which the serum-containing medium in the cultured JUL was replaced with 3 ml of serum-free DMEM medium, and then the formed DNA-lipid complex was added to the plate, C02 incubation After 4 hours of tank culture, 2 ml of DMEM complete medium containing 10% serum was added, and the
- the C2B8 antibody mutant was constructed by overlapPCR, and its construction and expression were the same as the C2B8 chimeric antibody. A total of 10 antibody mutants were constructed, Rmutl to Rmut7, and the specific amino acid sequences are shown in SEQ ID NO: 25 ⁇ SEQ ID NO: 38, respectively.
- the SA chip was equilibrated in 50 ⁇ l/ ⁇ PBS solution at 25 ° C for 30 min, and then activated 3 times with lM NaCl 50 mM NaOH activation solution for 1 min each; biotin-labeled antigen peptide (which is part of the human CD20 molecular extramembrane region) Fragments, whose sources are found in the literature ( Structural Basis for Recognition of CD20 by Therapeutic Antibody Rituximab. Du, J.; Wang, H.; Zhong, C.
- the affinity of the C2B8 antibody mutant Rmut3 was increased by 6.08-fold, and the affinity of the mutant Rmut7 was increased by 3.96-fold. Its prediction accuracy reached 71.4%.
- the mutation sites in which the affinity is shown to be increased are the heavy chain 57 Asp and the heavy chain 102 Tyr.
- ND indicates no biacore detection
- WT indicates unmutated C2B8
- ritu indicates commercially available rituximab.
- Cytotoxic T-Lymphocyte Antigen 4 (CTLA-4) is a homodimer, which is mainly expressed in activated T cells and has high homology with CD28.
- Abatacept is a fusion protein of extracellular domain of CTLA-4 and immunoglobulin. It inhibits the activation of T cells by binding to B7 molecule, and then acts as a specific co-stimulatory factor modulator for the treatment of anti-TNF. - ⁇ treatment of ineffective rheumatoid arthritis.
- Belatacept was also developed by Squibb, which has only two amino acid changes with Abatacept, but significantly increases affinity with ligands (CD80, CD86).
- the CTDA4/Ig and CD86 co-crystallized PDB file (li85) was introduced into Insightl Accelrys), loaded into the CVFF force field, and the heavy atoms of the immobilized protein were used to minimize the energy of the added hydrogen bonds by hydrogenation of Biopol mer: Perform the Steepest descent method for energy minimization until the maximum derivative is less than 1000 kcal/mol/A.
- the gradient method performs energy minimization, a total of 10,000 steps (step lfs), and finally the convergence reaches 0.01.
- the optimized structure was obtained, and the distance from the antigen 6A was set to be the contact surface. Water molecules are added at a distance of 25 A around the contact surface.
- the selected mutation position was subjected to amino acid mutation, and then based on the rotamer library summarized by Ponder and Richards, the amino acid molecule at a distance of 6A from the mutation site was subjected to an auto-rotamer selection space on the optimization starting site.
- the peripheral water molecules and antibody molecules other than the contact interface are fixed and simulated annealing is performed to find the most likely contact pattern.
- the influence factor of the van der Waals and Coulomb options is set to 0.5, and then the temperature is from 500K. 50 stages are performed at 280K, each stage is performed for 100fs, and the resulting structure is minimized in energy of 8000 steps.
- the generated structure was subjected to the combination of binding energy, total energy and RMSD, and the most probable structure was selected to evaluate the binding energy between different mutants.
- the PCR reactions were all initiated by hot start. Reaction conditions: 94 ° C for 15 minutes; 94 ° C for 45 seconds; 60 ° C for 45 seconds; 72 ° C for 1 minute and 10 seconds; 30 cycles; 72 ° C for 10 minutes.
- FIG. 8 shows the nucleotide and amino acid sequences of CTLA-4.
- SEQ ID NO: 39 and SEQ ID NO: 40 show the nucleotide sequence and amino acid sequence of the Fc region, respectively.
- the correct clones in this example were recorded as pGEM-T/CT and pGEM-T/Fc.
- the primers were designed to carry out overlapPCR of the synthesized signal peptide sequence SEQ ID NO: 41 and the cloned CTLA-4 extracellular gene fragment, and the correctly ligated fragment and the antibody Fc were subjected to overlapPCR, and the pGEM-T vector was used for sequencing. 4 mega-sequencing and correct cloning
- the CTLA-4/Ig fusion receptor protein gene was digested with Hindlll and EcoR 1 and purified by agarose gel electrophoresis, and the plasmid pcDNA3.1(+) digested with Hindlll and EcoR I. (Products of Invitrogen, USA) Ligation, construction of the adult-derived heavy chain eukaryotic expression vector pcDNA3.1 (+), designated pcDNA3.1 (+) (CTLA-4/Ig).
- Plasmid 10 ⁇ Plasmid pcDNA3.1 (+) (CTLA-4) /Ig) and 20 ⁇ 1 Lipofectamine2000 Reagent (Invitrogen) were dissolved in 500 ⁇ 1 serum-free DMEM medium, allowed to stand at room temperature for 5 minutes, and the above two liquids were mixed and incubated at room temperature for 20 minutes to form DNA-liposome complex.
- the serum-containing medium in the culture medium was replaced with 3 ml of serum-free DMEM medium, and then the formed DNA-liposome complex was added to the plate, and 2 ml of serum containing 10% was added after incubation for 4 hours in a C0 2 incubator.
- the complete medium of DMEM was placed in the C0 2 incubator to continue the culture.
- the cells were replaced with 60 ( ⁇ g/ml G418 selection medium to screen for resistant clones.
- the cell culture supernatant was screened by ELISA for high expression. Cloning: goat anti-human IgG (Fc) was coated on ELISA plate, overnight at 4.
- the CTLA-4/Ig mutant was constructed by overlapPCR, and its construction (shown in Figure 8) was identical to the CTLA-4/Ig fusion protein in expression and purification.
- the mutant amino acid sequences are shown in SEQ ID NO: 42 to SEQ ID NO: 50.
- the CM5 chip was equilibrated in a 50 ⁇ l/ ⁇ phosphate buffered saline (PBS) solution at 25 ° C for 30 min, then ⁇ ⁇ -hydroxysuccinimide (NHS) and ⁇ 1-ethyl-3-(3-di) Methylaminopropyl)-carbodiimide (EDC) was mixed and the chip was activated with ⁇ /ml for 8 min.
- PBS phosphate buffered saline
- EDC 1-ethyl-3-(3-di) Methylaminopropyl)-carbodiimide
- CTmut5 D63Leu Lys 1.85 ⁇ 0.16 1.97 ⁇ 0.17
- CTmut6 D63Leu Tyr 2.29 ⁇ 0.31 2.44 ⁇ 0.33
- CTmut9 D106Leu Asn 0.88 ⁇ 0.06 0.94 ⁇ 0.06
- the experimental error is expressed in SD and determined by three different experiments.
- WT represents the original fusion receptor that has not been mutated; abat, which represents commercially available Abatacept; industrial applicability
- the method of the present invention can be widely applied to increase the affinity between protein complexes and accelerate the development of biologically and medically high affinity protein molecules.
- the combination of antibody evolution law and computer simulation technology provides a new idea for computer-aided design in the future.
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EP09849644.1A EP2482212A4 (en) | 2009-09-25 | 2009-09-25 | METHOD FOR DETECTING HIGH AFFAIR PROTEINS WITH COMPUTER BASED DESIGN |
US13/497,859 US20120191435A1 (en) | 2009-09-25 | 2009-09-25 | Method of acquiring proteins with high affinity by computer aided design |
PCT/CN2009/001079 WO2011035456A1 (zh) | 2009-09-25 | 2009-09-25 | 通过计算机辅助设计来获得高亲和力的蛋白质的方法 |
BR112012006727A BR112012006727A2 (pt) | 2009-09-25 | 2009-09-25 | método de aquisição de proteínas com alta afinidade por um desenho auxiliado por computador |
JP2012530069A JP2013505707A (ja) | 2009-09-25 | 2009-09-25 | コンピュータ支援設計により高親和性の抗体又はタンパク質分子を得る方法 |
CN2009801615123A CN102511045A (zh) | 2009-09-25 | 2009-09-25 | 通过计算机辅助设计来获得高亲和力的蛋白质的方法 |
AU2009353265A AU2009353265A1 (en) | 2009-09-25 | 2009-09-25 | Method of acquiring proteins with high affinity by computer aided design |
CA2775159A CA2775159A1 (en) | 2009-09-25 | 2009-09-25 | Method of acquiring proteins with high affinity by computer aided design |
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WO2013153059A1 (en) | 2012-04-11 | 2013-10-17 | Politecnico Di Milano | Co-crystals of 3-iodopropynyl butylcarbamate |
CN116486906A (zh) * | 2023-04-17 | 2023-07-25 | 深圳新锐基因科技有限公司 | 基于氨基酸残基突变提高蛋白质分子稳定性的方法及装置 |
CN116486906B (zh) * | 2023-04-17 | 2024-03-19 | 深圳新锐基因科技有限公司 | 基于氨基酸残基突变提高蛋白质分子稳定性的方法及装置 |
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