Precise determination of the diversity of a combinatorial antibody library gives insight into the human immunoglobulin repertoire

被引:339
作者
Glanville, Jacob [2 ]
Zhai, Wenwu [1 ]
Berka, Jan [3 ]
Telman, Dilduz [3 ]
Huerta, Gabriella [3 ]
Mehta, Gautam R. [3 ]
Ni, Irene [1 ]
Mei, Li [1 ]
Sundar, Purnima D. [3 ]
Day, Giles M. R. [2 ]
Cox, David [3 ]
Rajpal, Arvind [1 ]
Pons, Jaume [1 ]
机构
[1] Rinat Pfizer Inc, Prot Engn, San Francisco, CA 94080 USA
[2] Rinat Pfizer Inc, Res Informat, San Francisco, CA 94080 USA
[3] Pfizer Inc, Target Generat Unit, San Francisco, CA 94080 USA
关键词
HMM; phage display; pyrosequencing; CDRs; MEMORY B-CELLS; VARIABLE DOMAINS; GENERATION; PHAGE; SEQUENCES; COMPLEMENTARITY; REGIONS; LAMBDA; LOCUS; SIZE;
D O I
10.1073/pnas.0909775106
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Antibody repertoire diversity, potentially as high as 10(11) unique molecules in a single individual, confounds characterization by conventional sequence analyses. In this study, we present a general method for assessing human antibody sequence diversity displayed on phage using massively parallel pyrosequencing, a novel application of Kabat column-labeled profile Hidden Markov Models, and translated complementarity determining region (CDR) capture-recapture analysis. Pyrosequencing of domain amplicon and RCA PCR products generated 1.5 x 10(6) reads, including more than 1.9 x 10(5) high quality, full-length sequences of antibody variable fragment (Fv) variable domains. Novel methods for germline and CDR classification and fine characterization of sequence diversity in the 6 CDRs are presented. Diverse germline contributions to the repertoire with random heavy and light chain pairing are observed. All germline families were found to be represented in 1.7 x 10(4) sequences obtained from repeated panning of the library. While the most variable CDR (CDR-H3) presents significant length and sequence variability, we find a substantial contribution to total diversity from somatically mutated germline encoded CDRs 1 and 2. Using a capture-recapture method, the total diversity of the antibody library obtained from a human donor Immunoglobulin M (IgM) pool was determined to be at least 3.5 x 10(10). The results provide insights into the role of IgM diversification, display library construction, and productive germline usages in antibody libraries and the humoral repertoire.
引用
收藏
页码:20216 / 20221
页数:6
相关论文
共 36 条
[1]   Analysis and improvements to Kabat and structurally correct numbering of antibody variable domains [J].
Abhinandan, K. R. ;
Martin, Andrew C. R. .
MOLECULAR IMMUNOLOGY, 2008, 45 (14) :3832-3839
[2]   Gapped BLAST and PSI-BLAST: a new generation of protein database search programs [J].
Altschul, SF ;
Madden, TL ;
Schaffer, AA ;
Zhang, JH ;
Zhang, Z ;
Miller, W ;
Lipman, DJ .
NUCLEIC ACIDS RESEARCH, 1997, 25 (17) :3389-3402
[3]  
Barbas CF., 1991, METHODS COMPANION ME, V2, P119, DOI DOI 10.1016/S1046-2023(05)80212-9
[4]  
Eddy S R, 1995, J Comput Biol, V2, P9, DOI 10.1089/cmb.1995.2.9
[5]  
EDDY SR, 2000, PROFILE HIDDEN MARKO
[6]   Profiling the T-cell receptor beta-chain repertoire by massively parallel sequencing [J].
Freeman, J. Douglas ;
Warren, Rene L. ;
Webb, John R. ;
Nelson, Brad H. ;
Holt, Robert A. .
GENOME RESEARCH, 2009, 19 (10) :1817-1824
[7]  
Gelfand I, 1998, J COMPUT BIOL, V5, P467, DOI 10.1145/279069.279095
[8]  
GORSKI J, 1994, J IMMUNOL, V152, P5109
[9]   HUMAN ANTI-SELF ANTIBODIES WITH HIGH SPECIFICITY FROM PHAGE DISPLAY LIBRARIES [J].
GRIFFITHS, AD ;
MALMQVIST, M ;
MARKS, JD ;
BYE, JM ;
EMBLETON, MJ ;
MCCAFFERTY, J ;
BAIER, M ;
HOLLIGER, KP ;
GORICK, BD ;
HUGHESJONES, NC ;
HOOGENBOOM, HR ;
WINTER, G .
EMBO JOURNAL, 1993, 12 (02) :725-734
[10]   Generation of high-affinity human antibodies by combining donor-derived and synthetic complementarity-determining-region diversity [J].
Hoet, RM ;
Cohen, EH ;
Kent, RB ;
Rookey, K ;
Schoonbroodt, S ;
Hogan, S ;
Rem, L ;
Frans, N ;
Daukandt, M ;
Pieters, H ;
van Hegelsom, R ;
Coolen van Neer, N ;
Nastri, HG ;
Rondon, IJ ;
Leeds, JA ;
Hufton, SE ;
Huang, L ;
Kashin, I ;
Devlin, M ;
Kuang, GN ;
Steukers, M ;
Viswanathan, M ;
Nixon, AE ;
Sexton, DJ ;
Hoogenboom, HR ;
Ladner, RC .
NATURE BIOTECHNOLOGY, 2005, 23 (03) :344-348