Capturing needles in haystacks: a comparison of B-cell receptor sequencing methods

被引:37
作者
Bashford-Rogers, Rachael J. M. [1 ]
Palser, Anne L. [1 ]
Idris, Saad F. [1 ]
Carter, Lisa [2 ]
Epstein, Michael [2 ]
Callard, Robin E. [2 ]
Douek, Daniel C. [3 ]
Vassiliou, George S. [1 ]
Follows, George A. [4 ]
Hubank, Mike [2 ]
Kellam, Paul [1 ,5 ]
机构
[1] Wellcome Trust Sanger Inst, Cambridge CB10 1SA, England
[2] UCL Inst Child Hlth, Mol Haematol & Canc Biol Unit, London WC1N 1EH, England
[3] NIAID, Human Immunol Sect, Vaccine Res Ctr, NIH, Bethesda, MD 20892 USA
[4] Addenbrookes Hosp, Dept Hematol, Cambridge CB2 0QQ, England
[5] UCL, Div Infect & Immun, Res Dept Infect, London WC1E 6BT, England
基金
英国惠康基金;
关键词
IMMUNOGLOBULIN; CLONALITY; ANTIBODY; PCR; LYMPHOMA; LYMPHOPROLIFERATIONS; MALIGNANCIES; GENERATION;
D O I
10.1186/s12865-014-0029-0
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
071005 [微生物学]; 100108 [医学免疫学];
摘要
Background: Deep-sequencing methods are rapidly developing in the field of B-cell receptor (BCR) and T-cell receptor (TCR) diversity. These promise to revolutionise our understanding of adaptive immune dynamics, identify novel antibodies, and allow monitoring of minimal residual disease. However, different methods for BCR and TCR enrichment and amplification have been proposed. Here we perform the first systematic comparison between different methods of enrichment, amplification and sequencing for generating BCR and TCR repertoires using large sample numbers. Results: Resampling from the same RNA or cDNA pool results in highly correlated and reproducible repertoires, but resampling low frequency clones leads to stochastic variance. Repertoires generated by different sequencing methods (454 Roche and Illumina MiSeq) and amplification methods (multiplex PCR, 5' Rapid amplification of cDNA ends (5' RACE), and RNA-capture) are highly correlated, and resulting IgHV gene frequencies between the different methods were not significantly different. Read length has an impact on captured repertoire structure, and ultimately full-length BCR sequences are most informative for repertoire analysis as diversity outside of the CDR is very useful for phylogenetic analysis. Additionally, we show RNA-based BCR repertoires are more informative than using DNA. Conclusions: Repertoires generated by different sequencing and amplification methods are consistent, but we show that read lengths, depths and error profiles should be considered in experimental design, and multiple sampling approaches could be employed to minimise stochastic sampling variation. This detailed investigation of immune repertoire sequencing methods is essential for informing basic and clinical research.
引用
收藏
页数:9
相关论文
共 44 条
[1]
BASIC LOCAL ALIGNMENT SEARCH TOOL [J].
ALTSCHUL, SF ;
GISH, W ;
MILLER, W ;
MYERS, EW ;
LIPMAN, DJ .
JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) :403-410
[2]
Network properties derived from deep sequencing of human B-cell receptor repertoires delineate B-cell populations [J].
Bashford-Rogers, Rachael J. M. ;
Palser, Anne L. ;
Huntly, Brian J. ;
Rance, Richard ;
Vassiliou, George S. ;
Follows, George A. ;
Kellam, Paul .
GENOME RESEARCH, 2013, 23 (11) :1874-1884
[3]
Batrak V, 2011, METHODS MOL BIOL, V745, P311, DOI 10.1007/978-1-61779-129-1_18
[4]
Bertioli D, 1997, Methods Mol Biol, V67, P233
[5]
Individual Variation in the Germline Ig Gene Repertoire Inferred from Variable Region Gene Rearrangements [J].
Boyd, Scott D. ;
Gaeta, Bruno A. ;
Jackson, Katherine J. ;
Fire, Andrew Z. ;
Marshall, Eleanor L. ;
Merker, Jason D. ;
Maniar, Jay M. ;
Zhang, Lyndon N. ;
Sahaf, Bita ;
Jones, Carol D. ;
Simen, Birgitte B. ;
Hanczaruk, Bozena ;
Nguyen, Khoa D. ;
Nadeau, Kari C. ;
Egholm, Michael ;
Miklos, David B. ;
Zehnder, James L. ;
Collins, Andrew M. .
JOURNAL OF IMMUNOLOGY, 2010, 184 (12) :6986-6992
[6]
Measurement and Clinical Monitoring of Human Lymphocyte Clonality by Massively Parallel V-D-J Pyrosequencing [J].
Boyd, Scott D. ;
Marshall, Eleanor L. ;
Merker, Jason D. ;
Maniar, Jay M. ;
Zhang, Lyndon N. ;
Sahaf, Bita ;
Jones, Carol D. ;
Simen, Birgitte B. ;
Hanczaruk, Bozena ;
Nguyen, Khoa D. ;
Nadeau, Kari C. ;
Egholm, Michael ;
Miklos, David B. ;
Zehnder, James L. ;
Fire, Andrew Z. .
SCIENCE TRANSLATIONAL MEDICINE, 2009, 1 (12)
[7]
Powerful strategy for polymerase chain reaction-based clonality assessment in T-cell malignancies Report of the BIOMED-2 Concerted Action BHM4 CT98-3936 [J].
Brueggemann, M. ;
White, H. ;
Gaulard, P. ;
Garcia-Sanz, R. ;
Gameiro, P. ;
Oeschger, S. ;
Jasani, B. ;
Ott, M. ;
Delsol, G. ;
Orfao, A. ;
Tiemann, M. ;
Herbst, H. ;
Langerak, A. W. ;
Spaargaren, M. ;
Moreau, E. ;
Groenen, P. J. T. A. ;
Sambade, C. ;
Foroni, L. ;
Carter, G. I. ;
Hummel, M. ;
Bastard, C. ;
Davi, F. ;
Delfau-Larue, M. -H. ;
Kneba, M. ;
van Dongen, J. J. M. ;
Beldjord, K. ;
Molina, T. J. .
LEUKEMIA, 2007, 21 (02) :215-221
[8]
Subclonal phylogenetic structures in cancer revealed by ultra-deep sequencing [J].
Campbell, Peter J. ;
Pleasance, Erin D. ;
Stephens, Philip J. ;
Dicks, Ed ;
Rance, Richard ;
Goodhead, Ian ;
Follows, George A. ;
Green, Anthony R. ;
Futreal, P. Andy ;
Stratton, Michael R. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (35) :13081-13086
[9]
Genetic diagnosis by whole exome capture and massively parallel DNA sequencing [J].
Choi, Murim ;
Scholl, Ute I. ;
Ji, Weizhen ;
Liu, Tiewen ;
Tikhonova, Irina R. ;
Zumbo, Paul ;
Nayir, Ahmet ;
Bakkaloglu, Aysin ;
Ozen, Seza ;
Sanjad, Sami ;
Nelson-Williams, Carol ;
Farhi, Anita ;
Mane, Shrikant ;
Lifton, Richard P. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (45) :19096-19101
[10]
Dörner T, 1998, J IMMUNOL, V160, P2831