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Zhang L, Kandadi H, Yang H, Cham J, He T, Oh DY, Sheikh NA, Fong L. Long-term Sculpting of the B-cell Repertoire following Cancer Immunotherapy in Patients Treated with Sipuleucel-T. Cancer Immunol Res 2020; 8:1496-1507. [PMID: 32967912 DOI: 10.1158/2326-6066.cir-20-0252] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 07/13/2020] [Accepted: 09/17/2020] [Indexed: 11/16/2022]
Abstract
Sipuleucel-T is an autologous cellular immunotherapy, administered as three infusions, for metastatic castration-resistant prostate cancer (mCRPC). Sipuleucel-T induces T- and B-cell responses to prostatic acid phosphatase (PAP), correlating to improved survival. The long-term impact of sipuleucel-T on tumor antigen-specific immunologic memory remains unknown, in particular, B-cell responses, as measured by antigen-specific antibody responses and B-cell receptor (BCR) sequences. To evaluate whether sipuleucel-T could induce long-term immunologic memory, we examined circulating B-cell responses before and after sipuleucel-T treatment in two groups of patients with mCRPC: those who had previously received sipuleucel-T (treated; median, 8.9 years since the previous treatment) versus those who had not (naïve). Before re-treatment, previously treated patients exhibited persistent antibody responses as well as more focused and convergent BCR repertoires with distinct V(D)J gene usage compared with naïve patients. After re-treatment, previously treated patients maintained high-frequency clones and developed more convergent BCRs at earlier time points unlike naïve patients. With the first sipuleucel-T infusion specifically, previously treated patients had less shuffling within the 100 most abundant baseline clones. In contrast, naïve patients exhibited great BCR turnover with a continued influx of new B-cell clones. Social network analysis showed that previously treated patients had more highly organized B-cell repertoires, consistent with greater clonal maturation. Higher treatment-induced BCR clonality correlated with longer survival for naïve patients. These results demonstrated the capacity of sipuleucel-T to induce long-term immune memory and lasting changes to the B-cell repertoire.
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Affiliation(s)
- Li Zhang
- Department of Medicine, University of California San Francisco, San Francisco, California.,Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, California
| | | | - Hai Yang
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, California
| | - Jason Cham
- Department of Medicine, University of California San Francisco, San Francisco, California.,Department of Internal Medicine, Scripps Green Hospital, La Jolla, California
| | - Tao He
- Department of Mathematics, San Francisco State University, San Francisco, California
| | - David Y Oh
- Department of Medicine, University of California San Francisco, San Francisco, California
| | | | - Lawrence Fong
- Department of Medicine, University of California San Francisco, San Francisco, California.
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Characterization of the B-cell receptor repertoires in peanut allergic subjects undergoing oral immunotherapy. J Hum Genet 2017; 63:239-248. [PMID: 29192240 DOI: 10.1038/s10038-017-0364-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 09/09/2017] [Accepted: 09/09/2017] [Indexed: 12/12/2022]
Abstract
B-cell receptors (BCRs) play a critical role in adaptive immunity as they generate highly diverse immunoglobulin repertoires to recognize a wide variety of antigens. To better understand immune responses, it is critically important to establish a quantitative and rapid method to analyze BCR repertoire comprehensively. Here, we developed "Bcrip", a novel approach to characterize BCR repertoire by sequencing millions of BCR cDNA using next-generation sequencer. Using this method and quantitative real-time PCR, we analyzed expression levels and repertoires of BCRs in a total of 17 peanut allergic subjects' peripheral blood samples before and after receiving oral immunotherapy (OIT) or placebo. By our methods, we successfully identified all of variable (V), joining (J), and constant (C) regions, in an average of 79.1% of total reads and 99.6% of these VJC-mapped reads contained the C region corresponding to the isotypes that we aimed to analyze. In the 17 peanut allergic subjects' peripheral blood samples, we observed an oligoclonal enrichment of certain immunoglobulin heavy chain alpha (IGHA) and IGH gamma (IGHG) clones (P = 0.034 and P = 0.027, respectively) in peanut allergic subjects after OIT. This newly developed BCR sequencing and analysis method can be applied to investigate B-cell repertoires in various research areas, including food allergies as well as autoimmune and infectious diseases.
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Hou XL, Wang L, Ding YL, Xie Q, Diao HY. Current status and recent advances of next generation sequencing techniques in immunological repertoire. Genes Immun 2016; 17:153-64. [PMID: 26963138 DOI: 10.1038/gene.2016.9] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Revised: 01/20/2016] [Accepted: 01/20/2016] [Indexed: 01/26/2023]
Abstract
To ward off a wide variety of pathogens, the human adaptive immune system harbors a vast array of T-cell receptors (TCRs) and B-cell receptors (BCRs), collectively referred to as the immune repertoire. High-throughput sequencing (HTS) of TCR/BCR genes allows in-depth molecular analysis of T/B-cell clones, providing an unprecedented level of detail when examining the T/B-cell repertoire of individuals. It can evaluate TCR/BCR complementarity-determining region 3 (CDR3) diversity and assess the clonal composition, including the size of the repertoire; similarities between repertoires; V(D)J segment use; nucleotide insertions and deletions; CDR3 lengths; and amino acid distributions along the CDR3s at sequence-level resolution. Deep sequencing of B-cell and T-cell repertoires offers the potential for a quantitative understanding of the adaptive immune system in healthy and disease states. Recently, paired sequencing strategies have also been developed, which can provide information about the identity of immune receptor pairs encoded by individual T or B lymphocytes. HTS technology provides a previously unimaginable amount of sequence data, accompanied, however, by numerous challenges associated with error correction and interpretation that remain to be solved. The review details some of the technologies and some of the recent achievements in this field.
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Affiliation(s)
- X-L Hou
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - L Wang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Y-L Ding
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Q Xie
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - H-Y Diao
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
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Bashford-Rogers RJM, Palser AL, Idris SF, Carter L, Epstein M, Callard RE, Douek DC, Vassiliou GS, Follows GA, Hubank M, Kellam P. Capturing needles in haystacks: a comparison of B-cell receptor sequencing methods. BMC Immunol 2014; 15:29. [PMID: 25189176 PMCID: PMC4243823 DOI: 10.1186/s12865-014-0029-0] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Accepted: 07/15/2014] [Indexed: 01/20/2023] Open
Abstract
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.
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Affiliation(s)
| | - Anne L Palser
- />Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA UK
| | - Saad F Idris
- />Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA UK
| | - Lisa Carter
- />Molecular Haematology and Cancer Biology Unit, UCL Institute of Child Health, London, WC1N 1EH UK
| | - Michael Epstein
- />Molecular Haematology and Cancer Biology Unit, UCL Institute of Child Health, London, WC1N 1EH UK
| | - Robin E Callard
- />Molecular Haematology and Cancer Biology Unit, UCL Institute of Child Health, London, WC1N 1EH UK
| | - Daniel C Douek
- />Human Immunology Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892 USA
| | - George S Vassiliou
- />Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA UK
| | - George A Follows
- />Department of Hematology, Addenbrooke’s Hospital, Hills Road, Cambridge, CB2 0QQ UK
| | - Mike Hubank
- />Molecular Haematology and Cancer Biology Unit, UCL Institute of Child Health, London, WC1N 1EH UK
| | - Paul Kellam
- />Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA UK
- />Research Department of Infection, Division of Infection and Immunity, University College London, Gower Street, London, WC1E 6BT UK
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Network properties derived from deep sequencing of human B-cell receptor repertoires delineate B-cell populations. Genome Res 2013; 23:1874-84. [PMID: 23742949 PMCID: PMC3814887 DOI: 10.1101/gr.154815.113] [Citation(s) in RCA: 100] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
The adaptive immune response selectively expands B- and T-cell clones following antigen recognition by B- and T-cell receptors (BCR and TCR), respectively. Next-generation sequencing is a powerful tool for dissecting the BCR and TCR populations at high resolution, but robust computational analyses are required to interpret such sequencing. Here, we develop a novel computational approach for BCR repertoire analysis using established next-generation sequencing methods coupled with network construction and population analysis. BCR sequences organize into networks based on sequence diversity, with differences in network connectivity clearly distinguishing between diverse repertoires of healthy individuals and clonally expanded repertoires from individuals with chronic lymphocytic leukemia (CLL) and other clonal blood disorders. Network population measures defined by the Gini Index and cluster sizes quantify the BCR clonality status and are robust to sampling and sequencing depths. BCR network analysis therefore allows the direct and quantifiable comparison of BCR repertoires between samples and intra-individual population changes between temporal or spatially separated samples and over the course of therapy.
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Recombinase-mediated cassette exchange as a novel method to study somatic hypermutation in Ramos cells. mBio 2011; 2:mBio.00186-11. [PMID: 21990614 PMCID: PMC3190358 DOI: 10.1128/mbio.00186-11] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Activation-induced cytidine deaminase (AID) mediates the somatic hypermutation (SHM) of immunoglobulin (Ig) variable (V) regions that is required for the generation of antibody diversity and for the affinity maturation of the antibody response against infectious agents and toxic substances. AID preferentially targets WRC (W = A/T, R = A/G) hot spot motifs, particularly WGCW motifs that create overlapping hot spots on both strands. In order to gain a better understanding of the generation of antibody diversity and to create a platform for the in vitro generation of affinity-matured antibodies, we have established a system involving recombinase-mediated cassette exchange (RMCE) to replace the V region and its flanking sequences. This makes it possible to easily manipulate the sequence of the Ig gene within the endogenous heavy chain of the Ramos human Burkitt’s lymphoma cell line. Here we show that the newly integrated wild-type (WT) VH regions introduced by RMCE undergo SHM similarly to non-RMCE-modified Ramos cells. Most importantly, we have shown that introducing a cluster of WGCW motifs into the complementary determining region 2 (CDR2) of the human heavy chain V region significantly raised the mutation frequency and number of mutations per sequence compared to WT controls. Thus, we have demonstrated a novel platform in Ramos cells whereby we can easily and quickly manipulate the endogenous human VH region to further explore the regulation and targeting of SHM. This platform will be useful for generating human antibodies with changes in affinity and specificity in vitro. An effective immune response requires a highly diverse repertoire of affinity-matured antibodies. Activation-induced cytidine deaminase (AID) is required for somatic hypermutation (SHM) of immunoglobulin (Ig) genes. Although a great deal has been learned about the regulation of AID, it remains unclear how it is preferentially targeted to particular motifs, to certain locations within the Ig gene and not to other highly expressed genes in the germinal center B cell. This is an important question because AID is highly mutagenic and is sometimes mistargeted to other highly expressed genes, including proto-oncogenes, leading to B cell lymphomas. Here we describe how we utilize recombinase-mediated cassette exchange (RMCE) to modify the sequence of the endogenous heavy chain locus in the Ramos Burkitt’s lymphoma cell line. This platform can be used to explore the regulation and targeting of SHM and to generate human antibodies with changes in affinity and specificity in vitro.
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