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Wu Y, Wu F, Li J, Zhou H, Ma L, Yao X. scTCR-seq and HTS reveal a special novel TRBD2-TRBJ1 rearrangement in mammalian TRB CDR3 repertoire. BMC Genomics 2025; 26:341. [PMID: 40186144 PMCID: PMC11971796 DOI: 10.1186/s12864-025-11506-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Accepted: 03/19/2025] [Indexed: 04/07/2025] Open
Abstract
Mammalian T cell receptor (TCR) beta-chain (TRB) V-D-J rearrangement mainly follows the "12/23 rule", and the "D-J rearrangement preceding the V-(D-J) rearrangement". Owing to the physical position of the D-J-C cluster in the TRB locus, the TRBD2 (D2) gene cannot directly perform inversional rearrangement or deletional/loop-out rearrangement with the TRBJ1 (J1) gene. Our previous studies revealed a single reverse TRBV30 (TRBV31 in mice) gene in the mammalian TRB locus, which can cause indirect rearrangement of the D2 gene and J1 gene; however, the mechanism and proportion involved in germline gene rearrangement are unknown. We obtained TRB CDR3 repertoires of thymus and peripheral tissues from humans and mice by HTS and scTCR-seq and found that 14% of the rearrangements in which the D2 gene is involved are D2-J1 rearrangements (D2-J2 rearrangements account for approximately 86%). The mechanism is that the reverse V30 gene preferentially performs inversional rearrangement with the D2 gene (V30-D2), leading to V30-D2-J1 rearrangement in humans, or the reverse V30 gene preferentially performs inversional rearrangement with the D1 gene (V30-D1), allowing the forward V genes (Vx) to perform Vx-D2-J1 rearrangement. We further found that D2-J1 rearrangements were present in more than 24% and more than 15% of the D2 gene rearrangements in rhesus monkeys and bats, respectively. Moreover, in bovine containing D1J1C1, D3J3C3, and D2J2C2 clusters, more than 11% D3-J1 and D2-J1 rearrangements and more than 22% D2-J3 rearrangements were found. This study provides a new perspective and feasible solution for further research on the significance of the special V-D-J recombination pattern in the mammalian TRB locus and the CDR3 repertoire formed by D2-J1 rearrangement.
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Affiliation(s)
- Yingjie Wu
- The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou, Jiangsu, China
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Fengli Wu
- Department of Laboratory, The Affiliated Yongchuan Hospital of Chongqing Medical University, Chongqing, China
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Jun Li
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China.
| | - Hao Zhou
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Long Ma
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Xinsheng Yao
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China.
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Wu Y, Wu F, Ma Q, Li J, Ma L, Zhou H, Gong Y, Yao X. HTS and scRNA-seq revealed that the location and RSS quality of the mammalian TRBV and TRBJ genes impact biased rearrangement. BMC Genomics 2024; 25:1010. [PMID: 39472808 PMCID: PMC11520388 DOI: 10.1186/s12864-024-10887-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 10/09/2024] [Indexed: 11/02/2024] Open
Abstract
The quality of Recombination signal sequences (RSSs), location, and genetics of mammalian V, D, and J genes synergistically affect the recombination frequency of genes; however, the specific regulatory mechanism and efficiency have not been elucidated. By taking advantage of single-cell RNA-sequencing (scRNA-seq) and high-throughput sequencing (HTS) to investigate V(D)J rearrangement characteristics in the CDR3 repertoire, we found that the distal and proximal V genes (or J genes) "to D" gene were involved in rearrangement significantly more frequently than the middle V genes (or J genes) in the TRB locus among various species, including Primates (human and rhesus monkey), Rodentia (BALB/c, C57BL/6, and Kunming mice), Artiodactyla (buffalo), and Chiroptera (Rhinolophus affinis). The RSS quality of the V and J genes affected their frequency in rearrangement to varying degrees, especially when the V-RSSs with recombination signal information content (RIC) score < -45 significantly reduced the recombination frequency of the V gene. The V and J genes that were "away from D" had the dual advantages of recombinant structural accessibility and relatively high-quality RSSs, which promoted their preferential utilization in rearrangement. The quality of J-RSSs formed during mammalian evolution was apparently greater than that of V-RSSs, and the D-J distance was obviously shorter than that of V-D, which may be one of the reasons for guaranteeing that the "D-to-J preceding V-to-DJ rule" occurred when rearranged. This study provides a novel perspective on the mechanism and efficiency of V-D-J rearrangement in the mammalian TRB locus, as well as the biased utilization characteristics and application of V and J genes in the initial CDR3 repertoire.
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Affiliation(s)
- Yingjie Wu
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
- The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou, Jiangsu, China
| | - Fengli Wu
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
- Department of Laboratory, The Affiliated Yongchuan Hospital of Chongqing Medical University, Chongqing, China
| | - Qingqing Ma
- Department of Central Laboratory, Affiliated guizhou aerospace hospital of Zunyi Medical University, Zunyi City, China
| | - Jun Li
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Long Ma
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Hou Zhou
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Yadong Gong
- Department of Central Laboratory, Affiliated guizhou aerospace hospital of Zunyi Medical University, Zunyi City, China
| | - Xinsheng Yao
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China.
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Nelson AN, Shen X, Vekatayogi S, Zhang S, Ozorowski G, Dennis M, Sewall LM, Milligan E, Davis D, Cross KA, Chen Y, van Schooten J, Eudailey J, Isaac J, Memon S, Weinbaum C, Gao H, Stanfield-Oakley S, Byrd A, Chutkan S, Berendam S, Cronin K, Yasmeen A, Alam S, LaBranche CC, Rogers K, Shirreff L, Cupo A, Derking R, Villinger F, Klasse PJ, Ferrari G, Williams WB, Hudgens MG, Ward AB, Montefiori DC, Van Rompay KKA, Wiehe K, Moore JP, Sanders RW, De Paris K, Permar SR. Immunization with germ line-targeting SOSIP trimers elicits broadly neutralizing antibody precursors in infant macaques. Sci Immunol 2024; 9:eadm7097. [PMID: 39213340 DOI: 10.1126/sciimmunol.adm7097] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 08/07/2024] [Indexed: 09/04/2024]
Abstract
Adolescents are a growing population of people living with HIV. The period between weaning and sexual debut presents a low-risk window for HIV acquisition, making early childhood an ideal time for implementing an immunization regimen. Because the elicitation of broadly neutralizing antibodies (bnAbs) is critical for an effective HIV vaccine, our goal was to assess the ability of a bnAb B cell lineage-designed HIV envelope SOSIP (protein stabilized by a disulfide bond between gp120-gp41-named "SOS"-and an isoleucine-to-proline point mutation-named "IP"-at residue 559) to induce precursor CD4 binding site (CD4bs)-targeting bnAbs in early life. Infant rhesus macaques received either a BG505 SOSIP, based on the infant BG505 transmitted/founder virus, or the CD4bs germ line-targeting BG505 SOSIP GT1.1 (n = 5 per group). Although both strategies induced durable, high-magnitude plasma autologous virus neutralization responses, only GT1.1-immunized infants (n = 3 of 5) exhibited VRC01-like CD4bs bnAb precursor development. Thus, a multidose immunization regimen with bnAb lineage-designed SOSIPs shows promise for inducing early B cell responses with the potential to mature into protective HIV bnAbs before sexual debut.
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Affiliation(s)
- Ashley N Nelson
- Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA
| | - Xiaoying Shen
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Sravani Vekatayogi
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Shiyu Zhang
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA, USA
| | - Gabriel Ozorowski
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA, USA
| | - Maria Dennis
- Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA
| | - Leigh M Sewall
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA, USA
| | - Emma Milligan
- Department of Microbiology and Immunology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Dominique Davis
- Department of Microbiology and Immunology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kaitlyn A Cross
- Gillings School of Public Health and Center for AIDS Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Yue Chen
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Jelle van Schooten
- Department of Medical Microbiology, Academic Medical Center, Amsterdam, Netherlands
| | - Joshua Eudailey
- Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA
| | - John Isaac
- Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA
| | - Saad Memon
- Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA
| | - Carolyn Weinbaum
- Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA
| | - Hongmei Gao
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | | | - Alliyah Byrd
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Suni Chutkan
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Stella Berendam
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Kenneth Cronin
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Anila Yasmeen
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY, USA
| | - S Alam
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Celia C LaBranche
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Kenneth Rogers
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA, USA
| | - Lisa Shirreff
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA, USA
| | - Albert Cupo
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY, USA
| | - Ronald Derking
- Department of Medical Microbiology, Academic Medical Center, Amsterdam, Netherlands
- Amsterdam Institute for Infection and Immunity, Infectious Diseases, Amsterdam, Netherlands
| | - Francois Villinger
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA, USA
| | - Per Johan Klasse
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY, USA
| | - Guido Ferrari
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Wilton B Williams
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Michael G Hudgens
- Gillings School of Public Health and Center for AIDS Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Andrew B Ward
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA, USA
| | - David C Montefiori
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - Koen K A Van Rompay
- California National Primate Research Center, University of California, Davis, CA, USA
| | - Kevin Wiehe
- Human Vaccine Institute, Duke University Medical Center, Durham, NC, USA
| | - John P Moore
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY, USA
| | - Rogier W Sanders
- Department of Medical Microbiology, Academic Medical Center, Amsterdam, Netherlands
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY, USA
- Amsterdam Institute for Infection and Immunity, Infectious Diseases, Amsterdam, Netherlands
| | - Kristina De Paris
- Department of Microbiology and Immunology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sallie R Permar
- Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA
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Wu F, Wu Y, Yao Y, Xu Y, Peng Q, Ma L, Li J, Yao X. The reverse TRBV30 gene of mammals: a defect or superiority in evolution? BMC Genomics 2024; 25:705. [PMID: 39030501 PMCID: PMC11264764 DOI: 10.1186/s12864-024-10632-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 07/17/2024] [Indexed: 07/21/2024] Open
Abstract
At the 3' end of the C2 gene in the mammalian TRB locus, a distinct reverse TRBV30 gene (named TRBV31 in mice) has been conserved throughout evolution. In the fully annotated TRB locus of 14 mammals (including six orders), we observed noteworthy variations in the localization and quality of the reverse V30 genes and Recombination Signal Sequences (RSSs) in the gene trees of 13 mammals. Conversely, the forward V29 genes and RSSs were generally consistent with the species tree of their corresponding species. This finding suggested that the evolution of the reverse V30 gene was not synchronous and likely played a crucial role in regulating adaptive immune responses. To further investigate this possibility, we utilized single-cell TCR sequencing (scTCR-seq) and high-throughput sequencing (HTS) to analyze TCRβ CDR3 repertoires from both central and peripheral tissues of Primates (Homo sapiens and Macaca mulatta), Rodentia (Mus musculus: BALB/c, C57BL/6, and Kunming mice), Artiodactyla (Bos taurus and Bubalus bubalis), and Chiroptera (Rhinolophus affinis and Hipposideros armige). Our investigation revealed several novel observations: (1) The reverse V30 gene exhibits classical rearrangement patterns adhering to the '12/23 rule' and the 'D-J rearrangement preceding the V-(D-J) rearrangement'. This results in the formation of rearranged V30-D2J2, V30-D1J1, and V30-D1J2. However, we also identified 'special rearrangement patterns' wherein V30-D rearrangement preceding D-J rearrangement, giving rise to rearranged V30-D2-J1 and forward Vx-D2-J. (2) Compared to the 'deletional rearrangement' (looping out) of forward V1-V29 genes, the reverse V30 gene exhibits preferential utilization with 'inversional rearrangement'. This may be attributed to the shorter distance between the V30 gene and D gene and the 'inversional rearrangement' modes. In summary, in the mammalian TRB locus, the reverse V30 gene has been uniquely preserved throughout evolution and preferentially utilized in V(D)J recombination, potentially serving a significant role in adaptive immunity. These results will pave the way for novel and specialized research into the mechanisms, efficiency, and function of V(D)J recombination in mammals.
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Affiliation(s)
- Fengli Wu
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Yingjie Wu
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Yuanning Yao
- Queen Mary School, Nanchang University, Nanchang, China
| | - Yuanyuan Xu
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Qi Peng
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Long Ma
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Jun Li
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Xinsheng Yao
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China.
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Nelson AN, Shen X, Vekatayogi S, Zhang S, Ozorowski G, Dennis M, Sewall LM, Milligan E, Davis D, Cross KA, Chen Y, van Schooten J, Eudailey J, Isaac J, Memon S, Weinbaum C, Stanfield-Oakley S, Byrd A, Chutkan S, Berendam S, Cronin K, Yasmeen A, Alam SM, LaBranche CC, Rogers K, Shirreff L, Cupo A, Derking R, Villinger F, Klasse PJ, Ferrari G, Williams WB, Hudgens MG, Ward AB, Montefiori DC, Van Rompay KK, Wiehe K, Moore JP, Sanders RW, De Paris K, Permar SR. Germline-targeting SOSIP trimer immunization elicits precursor CD4 binding-site targeting broadly neutralizing antibodies in infant macaques. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.07.565306. [PMID: 37986885 PMCID: PMC10659289 DOI: 10.1101/2023.11.07.565306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
A vaccine that can achieve protective immunity prior to sexual debut is critical to prevent the estimated 410,000 new HIV infections that occur yearly in adolescents. As children living with HIV can make broadly neutralizing antibody (bnAb) responses in plasma at a faster rate than adults, early childhood is an opportune window for implementation of a multi-dose HIV immunization strategy to elicit protective immunity prior to adolescence. Therefore, the goal of our study was to assess the ability of a B cell lineage-designed HIV envelope SOSIP to induce bnAbs in early life. Infant rhesus macaques (RMs) received either BG505 SOSIP or the germline-targeting BG505 GT1.1 SOSIP (n=5/group) with the 3M-052-SE adjuvant at 0, 6, and 12 weeks of age. All infant RMs were then boosted with the BG505 SOSIP at weeks 26, 52 and 78, mimicking a pediatric immunization schedule of multiple vaccine boosts within the first two years of life. Both immunization strategies induced durable, high magnitude binding antibodies and plasma autologous virus neutralization that primarily targeted the CD4-binding site (CD4bs) or C3/465 epitope. Notably, three BG505 GT1.1-immunized infants exhibited a plasma HIV neutralization signature reflective of VRC01-like CD4bs bnAb precursor development and heterologous virus neutralization. Finally, infant RMs developed precursor bnAb responses at a similar frequency to that of adult RMs receiving a similar immunization strategy. Thus, a multi-dose immunization regimen with bnAb lineage designed SOSIPs is a promising strategy for inducing protective HIV bnAb responses in childhood prior to adolescence when sexual HIV exposure risk begins.
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Affiliation(s)
- Ashley N. Nelson
- Department of Pediatrics, Weill Cornell Medicine; New York, NY, USA
| | - Xiaoying Shen
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Sravani Vekatayogi
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Shiyu Zhang
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA
| | - Gabriel Ozorowski
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA
| | - Maria Dennis
- Department of Pediatrics, Weill Cornell Medicine; New York, NY, USA
| | - Leigh M. Sewall
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA
| | - Emma Milligan
- Department of Microbiology and Immunology, School of Medicine, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Dominique Davis
- Department of Microbiology and Immunology, School of Medicine, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Kaitlyn A. Cross
- Gillings School of Public Health and Center for AIDS Research, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Yue Chen
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Jelle van Schooten
- Department of Medical Microbiology, Academic Medical Center; Amsterdam, Netherlands
| | - Joshua Eudailey
- Department of Pediatrics, Weill Cornell Medicine; New York, NY, USA
| | - John Isaac
- Department of Pediatrics, Weill Cornell Medicine; New York, NY, USA
| | - Saad Memon
- Department of Pediatrics, Weill Cornell Medicine; New York, NY, USA
| | - Carolyn Weinbaum
- Department of Pediatrics, Weill Cornell Medicine; New York, NY, USA
| | | | - Alliyah Byrd
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Suni Chutkan
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Stella Berendam
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Kenneth Cronin
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Anila Yasmeen
- Department of Microbiology and Immunology, Weill Cornell Medicine; New York, NY, USA
| | - S. Munir Alam
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Celia C. LaBranche
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Kenneth Rogers
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA, USA
| | - Lisa Shirreff
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA, USA
| | - Albert Cupo
- Department of Microbiology and Immunology, Weill Cornell Medicine; New York, NY, USA
| | - Ronald Derking
- Department of Medical Microbiology, Academic Medical Center; Amsterdam, Netherlands
- Amsterdam Institute for Infection and Immunity, Infectious Diseases, Amsterdam, the Netherlands
| | - Francois Villinger
- New Iberia Research Center, University of Louisiana at Lafayette, New Iberia, LA, USA
| | - Per Johan Klasse
- Department of Microbiology and Immunology, Weill Cornell Medicine; New York, NY, USA
| | - Guido Ferrari
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Wilton B. Williams
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - Michael G. Hudgens
- Gillings School of Public Health and Center for AIDS Research, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Andrew B. Ward
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA
| | | | - Koen K.A. Van Rompay
- California National Primate Research Center, University of California; Davis, CA, USA
| | - Kevin Wiehe
- Human Vaccine Institute, Duke University Medical Center; Durham, NC, USA
| | - John P. Moore
- Department of Microbiology and Immunology, Weill Cornell Medicine; New York, NY, USA
| | - Rogier W. Sanders
- Department of Medical Microbiology, Academic Medical Center; Amsterdam, Netherlands
- Department of Microbiology and Immunology, Weill Cornell Medicine; New York, NY, USA
- Amsterdam Institute for Infection and Immunity, Infectious Diseases, Amsterdam, the Netherlands
| | - Kristina De Paris
- Department of Microbiology and Immunology, School of Medicine, University of North Carolina at Chapel Hill; Chapel Hill, NC, USA
| | - Sallie R. Permar
- Department of Pediatrics, Weill Cornell Medicine; New York, NY, USA
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Zhou H, Li J, Zhou D, Wu Y, Wang X, Zhou J, Ma Q, Yao X, Ma L. New insights into the germline genes and CDR3 repertoire of the TCRβ chain in Chiroptera. Front Immunol 2023; 14:1147859. [PMID: 37051236 PMCID: PMC10083501 DOI: 10.3389/fimmu.2023.1147859] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 03/07/2023] [Indexed: 03/29/2023] Open
Abstract
IntroductionBats are recognized as natural reservoirs for many viruses, and their unique immune system enables them to coexist with these viruses without frequently exhibiting disease symptoms. However, the current understanding of the bat adaptive immune system is limited due to the lack of a database or tool capable of processing T-cell receptor (TCR) sequences for bats.MethodsWe performed germline gene annotation in three bat species using homologous genes and RSSs (Recombinational Signal Sequences) scanning method. Then we used the conserved C gene to construct the TCRβ chain receptor library of the Intermediate Horseshoe Bat. Bats' TCRβ data will be analyzed using MiXCR and constructed reference library.ResultsRegarding the annotation results, we found that the Pale Spear-nosed Bat has 37 members in the TRBV12 family, which is more than the total number of TRBV genes in the Greater Horseshoe Bat. The average number of unique TCRβ chain receptor sequences in each Intermediate Horseshoe Bat sample reached 24,904.DiscussionThe distinct variations in the distribution of TRBV genes among the three types of bats could have a direct impact on the diversity of the TCR repertoire, as evidenced by the presence of conserved amino acids that indicate the T-cell recognition of antigens in bats is MHC-restricted. The bats’ TCRβ repertoire is formed through the rearrangement of the V-D-J-C genes, with D-J/V-D deletions and insertions resulting in high diversity.
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Affiliation(s)
- Hao Zhou
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
- Department of Genome Informatics, Research Institute for Microbial Diseases, Osaka University, Suita, Japan
| | - Jun Li
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Dewei Zhou
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Yingjie Wu
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Xingliang Wang
- School of Life Sciences, Guizhou Normal University, Guiyang, China
| | - Jiang Zhou
- School of Life Sciences, Guizhou Normal University, Guiyang, China
| | - Qingqing Ma
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
| | - Xinsheng Yao
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
- *Correspondence: Xinsheng Yao, ; Long Ma,
| | - Long Ma
- Department of Immunology, Center of Immunomolecular Engineering, Innovation & Practice Base for Graduate Students Education, Zunyi Medical University, Zunyi, China
- *Correspondence: Xinsheng Yao, ; Long Ma,
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Liu H, Pan W, Tang C, Tang Y, Wu H, Yoshimura A, Deng Y, He N, Li S. The methods and advances of adaptive immune receptors repertoire sequencing. Theranostics 2021; 11:8945-8963. [PMID: 34522220 PMCID: PMC8419057 DOI: 10.7150/thno.61390] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 06/09/2021] [Indexed: 12/13/2022] Open
Abstract
The adaptive immune response is a powerful tool, capable of recognizing, binding to, and neutralizing a vast number of internal and external threats via T or B lymphatic receptors with widespread sets of antigen specificities. The emergence of high-throughput sequencing technology and bioinformatics provides opportunities for research in the fields of life sciences and medicine. The analysis and annotation for immune repertoire data can reveal biologically meaningful information, including immune prediction, target antigens, and effective evaluation. Continuous improvements of the immunological repertoire sequencing methods and analysis tools will help to minimize the experimental and calculation errors and realize the immunological information to meet the clinical requirements. That said, the clinical application of adaptive immune repertoire sequencing requires appropriate experimental methods and standard analytical tools. At the population cell level, we can acquire the overview of cell groups, but the information about a single cell is not obtained accurately. The information that is ignored may be crucial for understanding the heterogeneity of each cell, gene expression and drug response. The combination of high-throughput sequencing and single-cell technology allows us to obtain single-cell information with low-cost and high-throughput. In this review, we summarized the current methods and progress in this area.
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Affiliation(s)
- Hongmei Liu
- Hunan Key Laboratory of Biomedical Nanomaterials and Devices, Hunan University of Technology, Zhuzhou 412007, China
| | - Wenjing Pan
- Hunan Key Laboratory of Biomedical Nanomaterials and Devices, Hunan University of Technology, Zhuzhou 412007, China
| | - Congli Tang
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Yujie Tang
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Haijing Wu
- Department of Dermatology, Second Xiangya Hospital, Central South University, Hu-nan Key Laboratory of Medical Epigenomics, Changsha, Hunan, China
| | - Akihiko Yoshimura
- Department of Microbiology and Immunology, Keio University School of Medicine, Tokyo, Japan
| | - Yan Deng
- Hunan Key Laboratory of Biomedical Nanomaterials and Devices, Hunan University of Technology, Zhuzhou 412007, China
| | - Nongyue He
- Hunan Key Laboratory of Biomedical Nanomaterials and Devices, Hunan University of Technology, Zhuzhou 412007, China
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Song Li
- Hunan Key Laboratory of Biomedical Nanomaterials and Devices, Hunan University of Technology, Zhuzhou 412007, China
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Rhesus and cynomolgus macaque immunoglobulin heavy-chain genotyping yields comprehensive databases of germline VDJ alleles. Immunity 2021; 54:355-366.e4. [PMID: 33484642 DOI: 10.1016/j.immuni.2020.12.018] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 10/19/2020] [Accepted: 12/30/2020] [Indexed: 12/20/2022]
Abstract
Definition of the specific germline immunoglobulin (Ig) alleles present in an individual is a critical first step to delineate the ontogeny and evolution of antigen-specific antibody responses. Rhesus and cynomolgus macaques are important animal models for pre-clinical studies, with four main sub-groups being used: Indian- and Chinese-origin rhesus macaques and Mauritian and Indonesian cynomolgus macaques. We applied the (Ig) gene inference tool IgDiscover and performed extensive Sanger sequencing-based genomic validation to define germline VDJ alleles in these 4 sub-groups, comprising 45 macaques in total. There was allelic overlap between Chinese- and Indian-origin rhesus macaques and also between the two macaque species, which is consistent with substantial admixture. The island-restricted Mauritian cynomolgus population displayed the lowest number of alleles of the sub-groups, yet maintained high individual allelic diversity. These comprehensive databases of germline IGH alleles for rhesus and cynomolgus macaques provide a resource toward the study of B cell responses in these important pre-clinical models.
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Brochu HN, Tseng E, Smith E, Thomas MJ, Jones AM, Diveley KR, Law L, Hansen SG, Picker LJ, Gale M, Peng X. Systematic Profiling of Full-Length Ig and TCR Repertoire Diversity in Rhesus Macaque through Long Read Transcriptome Sequencing. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2020; 204:3434-3444. [PMID: 32376650 PMCID: PMC7276939 DOI: 10.4049/jimmunol.1901256] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 04/13/2020] [Indexed: 12/19/2022]
Abstract
The diversity of Ig and TCR repertoires is a focal point of immunological studies. Rhesus macaques (Macaca mulatta) are key for modeling human immune responses, placing critical importance on the accurate annotation and quantification of their Ig and TCR repertoires. However, because of incomplete reference resources, the coverage and accuracy of the traditional targeted amplification strategies for profiling rhesus Ig and TCR repertoires are largely unknown. In this study, using long read sequencing, we sequenced four Indian-origin rhesus macaque tissues and obtained high-quality, full-length sequences for over 6000 unique Ig and TCR transcripts, without the need for sequence assembly. We constructed, to our knowledge, the first complete reference set for the constant regions of all known isotypes and chain types of rhesus Ig and TCR repertoires. We show that sequence diversity exists across the entire variable regions of rhesus Ig and TCR transcripts. Consequently, existing strategies using targeted amplification of rearranged variable regions comprised of V(D)J gene segments miss a significant fraction (27-53% and 42-49%) of rhesus Ig/TCR diversity. To overcome these limitations, we designed new rhesus-specific assays that remove the need for primers conventionally targeting variable regions and allow single cell level Ig and TCR repertoire analysis. Our improved approach will enable future studies to fully capture rhesus Ig and TCR repertoire diversity and is applicable for improving annotations in any model organism.
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Affiliation(s)
- Hayden N Brochu
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607
- Bioinformatics Graduate Program, North Carolina State University, Raleigh, NC 27695
| | | | - Elise Smith
- Department of Immunology, University of Washington, Seattle, WA 98109
| | - Matthew J Thomas
- Department of Immunology, University of Washington, Seattle, WA 98109
- Center for Innate Immunity and Immune Diseases, University of Washington, Seattle, WA 98109
| | - Aiden M Jones
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607
- Genetics Graduate Program, North Carolina State University, Raleigh, NC 27695
| | - Kayleigh R Diveley
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607
- Genetics Graduate Program, North Carolina State University, Raleigh, NC 27695
| | - Lynn Law
- Department of Immunology, University of Washington, Seattle, WA 98109
- Center for Innate Immunity and Immune Diseases, University of Washington, Seattle, WA 98109
| | - Scott G Hansen
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006
| | - Louis J Picker
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006
| | - Michael Gale
- Department of Immunology, University of Washington, Seattle, WA 98109
- Center for Innate Immunity and Immune Diseases, University of Washington, Seattle, WA 98109
- Washington National Primate Research Center, University of Washington, Seattle, WA 98121; and
| | - Xinxia Peng
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607;
- Bioinformatics Graduate Program, North Carolina State University, Raleigh, NC 27695
- Bioinformatics Research Center, North Carolina State University, Raleigh, NC 27695
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Li X, Zhang W, Huang M, Ren Z, Nie C, Liu X, Yang S, Zhang X, Yang N. Selection of potential cytokeratin-18 monoclonal antibodies following IGH repertoire evaluation in mice. J Immunol Methods 2019; 474:112647. [PMID: 31421082 DOI: 10.1016/j.jim.2019.112647] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 07/12/2019] [Accepted: 08/13/2019] [Indexed: 12/12/2022]
Abstract
Cytokeratin 18 (CK18), the main scaffold protein of keratinocyte, is distributed in epithelial cells. This structural protein maintains the integrity and continuity of epithelial tissue. Cytokeratin is also frequently used as an immunohistochemical marker of tumor growth. In recent years, immune repertoire (IR) evaluation using next-generation sequencing (NGS) have become increasingly efficient. Here we deep sequenced the mouse IR of the immunoglobulin heavy chain (IGH) after CK18 immunization. We comprehensively analyzed the IR based on complementarity determining region 3 (CDR3) abundance, germline gene usage polarization, clone diversity, and lineage. We found many convergence characteristics after CK18 immunization. Convergence represents a phenomenon that antigen stimulation or pathogen exposure induces the antigen specific clone expansion and enrichment. The convergence could be used for the immune evaluation and antibody screen. After immunization, the IGHV5 gene clusters became preponderant. The abundance and length of the most frequent CDR3 both increased, nevertheless the IR diversity level decreased. From the convergent IGH repertoires, we selected and expressed six antibodies with the most frequent CDR3s and IGH V-J combinations. The ELISA results suggested all screened six antibodies bound CK18 specifically. The most potential antibody had 9.424E-10M M affinity for the interaction with the CK18. Therefore, this is the NGS platform has been first used for anti-CK18 monoclonal antibodies (MAbs) discovery. These analyses methods could also be used for vaccine evaluation.
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Affiliation(s)
- Xinyang Li
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen 518083, China; BGI-Shenzhen, Shenzhen 518083, China; China National GeneBank, BGI-Shenzhen, Shenzhen 518120, China
| | - Wei Zhang
- BGI-Shenzhen, Shenzhen 518083, China; China National GeneBank, BGI-Shenzhen, Shenzhen 518120, China
| | - Mi Huang
- BGI-Shenzhen, Shenzhen 518083, China; China National GeneBank, BGI-Shenzhen, Shenzhen 518120, China
| | - Zhe Ren
- BGI-Shenzhen, Shenzhen 518083, China; China National GeneBank, BGI-Shenzhen, Shenzhen 518120, China
| | - Chao Nie
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen 518083, China; BGI-Shenzhen, Shenzhen 518083, China; China National GeneBank, BGI-Shenzhen, Shenzhen 518120, China
| | - Xiao Liu
- BGI-Shenzhen, Shenzhen 518083, China; China National GeneBank, BGI-Shenzhen, Shenzhen 518120, China
| | - Shuang Yang
- BGI-Shenzhen, Shenzhen 518083, China; China National GeneBank, BGI-Shenzhen, Shenzhen 518120, China
| | - Xiuqing Zhang
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen 518083, China; BGI-Shenzhen, Shenzhen 518083, China; China National GeneBank, BGI-Shenzhen, Shenzhen 518120, China
| | - Naibo Yang
- BGI-Shenzhen, Shenzhen 518083, China; China National GeneBank, BGI-Shenzhen, Shenzhen 518120, China; Complete Genomics, Inc., 2904 Orchard Parkway, San Jose, CA 95134, USA.
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Wang L, Zhang W, Lin L, Li X, Saksena NK, Wu J, Wang S, Joyce JG, Zhang X, Yang H, Wang J, Wang IM, Liu X. A Comprehensive Analysis of the T and B Lymphocytes Repertoire Shaped by HIV Vaccines. Front Immunol 2018; 9:2194. [PMID: 30319643 PMCID: PMC6168627 DOI: 10.3389/fimmu.2018.02194] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Accepted: 09/05/2018] [Indexed: 01/05/2023] Open
Abstract
The exploitation of various human immunodeficiency virus type-1 (HIV-1) vaccines has posed great challenges for the researchers in precisely evaluating the vaccine-induced immune responses, however, the understanding of vaccination response suffers from the lack of unbiased characterization of the immune landscape. The rapid development of high throughput sequencing (HTS) makes it possible to scrutinize the extremely complicated immunological responses during vaccination. In the current study, three vaccines, namely N36, N51, and 5-Helix based on the HIV-1 gp41 pre-hairpin fusion intermediate were applied in rhesus macaques. We assessed the longitudinal vaccine responses using HTS, which delineated the evolutionary features of both T cell and B cell receptor repertoires with extreme diversities. Upon vaccination, we unexpectedly found significant discrepancies in the landscapes of T-cell and B-cell repertoires, together with the detection of significant class switching and the lineage expansion of the B cell receptor or immunoglobulin heavy chain (IGH) repertoire. The vaccine-induced expansions of lineages were further evaluated for mutation rate, lineage abundance, and lineage size features in their IGH repertoires. Collectively, these findings conclude that the N51 vaccine displayed superior performance in inducing the class-switch of B cell isotypes and promoting mutations of IgM B cells. In addition, the systematic HTS analysis of the immune repertoires demonstrates its wide applicability in enhancing the understanding of immunologic changes during pathogen challenge, and will guide the development, evaluation, and exploitation of new generation of diagnostic markers, immunotherapies, and vaccine strategies.
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Affiliation(s)
- Longlong Wang
- BGI-Education Center, University of Chinese Academy of Sciences, Shenzhen, China
- BGI-Shenzhen, Shenzhen, China
- China National GeneBank, BGI-Shenzhen, Shenzhen, China
| | - Wei Zhang
- BGI-Shenzhen, Shenzhen, China
- China National GeneBank, BGI-Shenzhen, Shenzhen, China
| | - Liya Lin
- BGI-Shenzhen, Shenzhen, China
- China National GeneBank, BGI-Shenzhen, Shenzhen, China
| | - Xiao Li
- BGI-Shenzhen, Shenzhen, China
- China National GeneBank, BGI-Shenzhen, Shenzhen, China
| | - Nitin K. Saksena
- BGI-Shenzhen, Shenzhen, China
- China National GeneBank, BGI-Shenzhen, Shenzhen, China
| | - Jinghua Wu
- BGI-Shenzhen, Shenzhen, China
- China National GeneBank, BGI-Shenzhen, Shenzhen, China
| | - Shiyu Wang
- BGI-Education Center, University of Chinese Academy of Sciences, Shenzhen, China
- BGI-Shenzhen, Shenzhen, China
- China National GeneBank, BGI-Shenzhen, Shenzhen, China
| | | | - Xiuqing Zhang
- BGI-Education Center, University of Chinese Academy of Sciences, Shenzhen, China
- BGI-Shenzhen, Shenzhen, China
| | - Huanming Yang
- BGI-Shenzhen, Shenzhen, China
- James D. Watson Institute of Genome Sciences, Hangzhou, China
| | - Jian Wang
- BGI-Shenzhen, Shenzhen, China
- James D. Watson Institute of Genome Sciences, Hangzhou, China
| | - I-Ming Wang
- Merck & Co., Inc., Kenilworth, NJ, United States
| | - Xiao Liu
- BGI-Shenzhen, Shenzhen, China
- China National GeneBank, BGI-Shenzhen, Shenzhen, China
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12
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Migalska M, Sebastian A, Radwan J. Profiling of the TCRβ repertoire in non-model species using high-throughput sequencing. Sci Rep 2018; 8:11613. [PMID: 30072736 PMCID: PMC6072738 DOI: 10.1038/s41598-018-30037-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Accepted: 07/19/2018] [Indexed: 02/06/2023] Open
Abstract
In recent years, immune repertoire profiling with high-throughput sequencing (HTS) has advanced our understanding of adaptive immunity. However, fast progress in the field applied mostly to human and mouse research, with only few studies devoted to other model vertebrates. We present the first in-depth characterization of the T-cell receptor (TCR) repertoire in a non-model mammal (bank vole, Myodes glareolus), widely used in ecological and evolutionary research. We used RNA from spleens, 5′RACE and HTS to describe V and J segments of TCRβ, qualitatively characterize preferential V–J segment usage and CDR3 length distribution. Overall orthology to murine genes was preserved, with 11 J and 37 V genes found in voles (although 3 V genes lacked a close orthologue). Further, we implemented unique molecular identifiers for quantitative analysis of CDR3 repertoire with stringent error correction. A conservative, lower bound estimation of the TCRβ repertoire was similar to that found for mice (1.7–2.3 × 105 clonotypes). We hope that by providing an easy-to-follow molecular protocol and on-line bioinformatics tools that do not require reference sequences (AmpliTCR and AmpliCDR3), we will encourage HTS immune repertoire profiling in other non-model vertebrates, thus opening new research avenues in e.g. comparative immunology, ecology and evolutionary biology.
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Affiliation(s)
- Magdalena Migalska
- Evolutionary Biology Group, Faculty of Biology, Adam Mickiewicz University, ul. Umultowska 89, 61-614, Poznan, Poland.
| | - Alvaro Sebastian
- Evolutionary Biology Group, Faculty of Biology, Adam Mickiewicz University, ul. Umultowska 89, 61-614, Poznan, Poland.,Instituto Aragonés de Empleo (INAEM), c/Royo Villanova 1, 50007, Zaragoza, Spain
| | - Jacek Radwan
- Evolutionary Biology Group, Faculty of Biology, Adam Mickiewicz University, ul. Umultowska 89, 61-614, Poznan, Poland
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