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Ott JA, Mitchell C, Sheppard M, Deiss TC, Horton JMC, Haakenson JK, Huang R, Kelley AR, Davis BW, Derr JN, Smider VV, Criscitiello MF. Evolution of immunogenetic components encoding ultralong CDR H3. Immunogenetics 2023; 75:323-339. [PMID: 37084012 PMCID: PMC10119515 DOI: 10.1007/s00251-023-01305-9] [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: 01/29/2023] [Accepted: 04/03/2023] [Indexed: 04/22/2023]
Abstract
The genomes of most vertebrates contain many V, D, and J gene segments within their Ig loci to construct highly variable CDR3 sequences through combinatorial diversity. This nucleotide variability translates into an antibody population containing extensive paratope diversity. Cattle have relatively few functional VDJ gene segments, requiring innovative approaches for generating diversity like the use of ultralong-encoding IGHV and IGHD gene segments that yield dramatically elongated CDR H3. Unique knob and stalk microdomains create protracted paratopes, where the antigen-binding knob sits atop a long stalk, allowing the antibody to bind both surface and recessed antigen epitopes. We examined genomes of twelve species of Bovidae to determine when ultralong-encoding IGHV and IGHD gene segments evolved. We located the 8-bp duplication encoding the unique TTVHQ motif in ultralong IGHV segments in six Bovid species (cattle, zebu, wild yak, domestic yak, American bison, and domestic gayal), but we did not find evidence of the duplication in species beyond the Bos and Bison genera. Additionally, we analyzed mRNA from bison spleen and identified a rich repertoire of expressed ultralong CDR H3 antibody mRNA, suggesting that bison use ultralong IGHV transcripts in their host defense. We found ultralong-encoding IGHD gene segments in all the same species except domestic yak, but again not beyond the Bos and Bison clade. Thus, the duplication event leading to this ultralong-encoding IGHV gene segment and the emergence of the ultralong-encoding IGHD gene segment appears to have evolved in a common ancestor of the Bos and Bison genera 5-10 million years ago.
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Affiliation(s)
- Jeannine A Ott
- Comparative Immunogenetics Laboratory, Department of Veterinary Pathobiology, School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
| | - Christian Mitchell
- Comparative Immunogenetics Laboratory, Department of Veterinary Pathobiology, School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
| | - Morgan Sheppard
- Comparative Immunogenetics Laboratory, Department of Veterinary Pathobiology, School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
| | - Thad C Deiss
- Comparative Immunogenetics Laboratory, Department of Veterinary Pathobiology, School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
| | - J M Cody Horton
- Department of Veterinary Integrative Sciences, School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
| | - Jeremy K Haakenson
- Applied Biomedical Science Institute, San Diego, CA, 92127, USA
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | - Ruiqi Huang
- Applied Biomedical Science Institute, San Diego, CA, 92127, USA
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | | | - Brian W Davis
- Department of Veterinary Integrative Sciences, School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
| | - James N Derr
- Comparative Immunogenetics Laboratory, Department of Veterinary Pathobiology, School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
| | - Vaughn V Smider
- Applied Biomedical Science Institute, San Diego, CA, 92127, USA
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | - Michael F Criscitiello
- Comparative Immunogenetics Laboratory, Department of Veterinary Pathobiology, School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA.
- Department of Microbial Pathogenesis and Immunology, College of Medicine, Texas A&M Health Science Center, Texas A&M University, Bryan, TX, 77807, USA.
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2
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Ramirez Valdez K, Nzau B, Dorey-Robinson D, Jarman M, Nyagwange J, Schwartz JC, Freimanis G, Steyn AW, Warimwe GM, Morrison LJ, Mwangi W, Charleston B, Bonnet-Di Placido M, Hammond JA. A Customizable Suite of Methods to Sequence and Annotate Cattle Antibodies. Vaccines (Basel) 2023; 11:1099. [PMID: 37376488 PMCID: PMC10302312 DOI: 10.3390/vaccines11061099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/07/2023] [Accepted: 06/09/2023] [Indexed: 06/29/2023] Open
Abstract
Studying the antibody response to infection or vaccination is essential for developing more effective vaccines and therapeutics. Advances in high-throughput antibody sequencing technologies and immunoinformatic tools now allow the fast and comprehensive analysis of antibody repertoires at high resolution in any species. Here, we detail a flexible and customizable suite of methods from flow cytometry, single cell sorting, heavy and light chain amplification to antibody sequencing in cattle. These methods were used successfully, including adaptation to the 10x Genomics platform, to isolate native heavy-light chain pairs. When combined with the Ig-Sequence Multi-Species Annotation Tool, this suite represents a powerful toolkit for studying the cattle antibody response with high resolution and precision. Using three workflows, we processed 84, 96, and 8313 cattle B cells from which we sequenced 24, 31, and 4756 antibody heavy-light chain pairs, respectively. Each method has strengths and limitations in terms of the throughput, timeline, specialist equipment, and cost that are each discussed. Moreover, the principles outlined here can be applied to study antibody responses in other mammalian species.
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Affiliation(s)
| | - Benjamin Nzau
- The Pirbright Institute, Pirbright GU24 0NF, UK
- Roslin Institute, Royal (Dick) School of Veterinary Studies, University of Edinburgh, Midlothian EH25 9RG, UK
| | | | | | - James Nyagwange
- The Pirbright Institute, Pirbright GU24 0NF, UK
- KEMRI-Wellcome Trust Research Programme CGMRC, Kilifi P.O. Box 230-80108, Kenya
| | | | | | | | - George M. Warimwe
- KEMRI-Wellcome Trust Research Programme CGMRC, Kilifi P.O. Box 230-80108, Kenya
| | - Liam J. Morrison
- Roslin Institute, Royal (Dick) School of Veterinary Studies, University of Edinburgh, Midlothian EH25 9RG, UK
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3
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Passon M, De Smedt S, Svilenov HL. Principles of antibodies with ultralong complementarity-determining regions and picobodies. Biotechnol Adv 2023; 64:108120. [PMID: 36764335 DOI: 10.1016/j.biotechadv.2023.108120] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 02/01/2023] [Accepted: 02/06/2023] [Indexed: 02/11/2023]
Abstract
In contrast to other species, cattle possess exceptional antibodies with ultra-long complementarity-determining regions (ulCDRs) that can consist of 40-70 amino acids. The bovine ulCDR is folded into a stalk and a disulfide-rich knob domain. The binding to the antigen is via the 3-6 kDa knob. There exists an immense sequence and structural diversity in the knob that enables binding to different antigens. Here we summarize the current knowledge of the ulCDR structure and provide an overview of the approaches to discover ulCDRs against novel antigens. Furthermore, we outline protein engineering approaches inspired by the natural ulCDRs. Finally, we discuss the enormous potential of using isolated bovine knobs, also named picobodies, as the smallest antigen-binding domains derived from natural antibodies.
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Affiliation(s)
- Marcel Passon
- Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Gent, Belgium
| | - Stefaan De Smedt
- Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Gent, Belgium
| | - Hristo L Svilenov
- Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Gent, Belgium.
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4
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Durability and cross-reactivity of immune responses induced by a plant-based virus-like particle vaccine for COVID-19. Nat Commun 2022; 13:6905. [PMID: 36371408 PMCID: PMC9653456 DOI: 10.1038/s41467-022-34728-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 11/03/2022] [Indexed: 11/13/2022] Open
Abstract
As the SARS-CoV-2 pandemic evolves, vaccine evaluation needs to include consideration of both durability and cross-reactivity. This report expands on previously reported results from a Phase 1 trial of an AS03-adjuvanted, plant-based coronavirus-like particle (CoVLP) displaying the spike (S) glycoprotein of the ancestral SARS-CoV-2 virus in healthy adults (NCT04450004). Humoral and cellular responses against the ancestral strain were evaluated 6 months post-second dose (D201) as secondary outcomes. Independent of dose, all vaccinated individuals retain binding antibodies, and ~95% retain neutralizing antibodies (NAb). Interferon gamma and interleukin-4 responses remain detectable in ~94% and ~92% of vaccinees respectively. In post-hoc analyses, variant-specific (Alpha, Beta, Delta, Gamma and Omicron) NAb were assessed at D42 and D201. Using a live virus neutralization assay, broad cross-reactivity is detectable against all variants at D42. At D201, cross-reactive antibodies are detectable in almost all participants against Alpha, Gamma and Delta variants (94%) and the Beta variant (83%) and in a smaller proportion against Omicron (44%). Results are similar with the pseudovirion assay. These data suggest that two doses of 3.75 µg CoVLP+AS03 elicit a durable and cross-reactive response that persists for at least 6 months post-vaccination.
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5
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Gobeil P, Pillet S, Boulay I, Charland N, Lorin A, Cheng MP, Vinh DC, Boutet P, Van Der Most R, Roman F, Ceregido MA, Landry N, D'Aoust MA, Ward BJ. Durability and cross-reactivity of immune responses induced by a plant-based virus-like particle vaccine for COVID-19. Nat Commun 2022; 13:6905. [PMID: 36371408 DOI: 10.1101/2021.08.04.21261507] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 11/03/2022] [Indexed: 05/24/2023] Open
Abstract
As the SARS-CoV-2 pandemic evolves, vaccine evaluation needs to include consideration of both durability and cross-reactivity. This report expands on previously reported results from a Phase 1 trial of an AS03-adjuvanted, plant-based coronavirus-like particle (CoVLP) displaying the spike (S) glycoprotein of the ancestral SARS-CoV-2 virus in healthy adults (NCT04450004). Humoral and cellular responses against the ancestral strain were evaluated 6 months post-second dose (D201) as secondary outcomes. Independent of dose, all vaccinated individuals retain binding antibodies, and ~95% retain neutralizing antibodies (NAb). Interferon gamma and interleukin-4 responses remain detectable in ~94% and ~92% of vaccinees respectively. In post-hoc analyses, variant-specific (Alpha, Beta, Delta, Gamma and Omicron) NAb were assessed at D42 and D201. Using a live virus neutralization assay, broad cross-reactivity is detectable against all variants at D42. At D201, cross-reactive antibodies are detectable in almost all participants against Alpha, Gamma and Delta variants (94%) and the Beta variant (83%) and in a smaller proportion against Omicron (44%). Results are similar with the pseudovirion assay. These data suggest that two doses of 3.75 µg CoVLP+AS03 elicit a durable and cross-reactive response that persists for at least 6 months post-vaccination.
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Affiliation(s)
- Philipe Gobeil
- Medicago Inc., Suite 600, 1020 route de l'Église, Québec, QC, G1V 3V9, Canada
| | - Stéphane Pillet
- Medicago Inc., Suite 600, 1020 route de l'Église, Québec, QC, G1V 3V9, Canada
| | - Iohann Boulay
- Medicago Inc., Suite 600, 1020 route de l'Église, Québec, QC, G1V 3V9, Canada
| | - Nathalie Charland
- Medicago Inc., Suite 600, 1020 route de l'Église, Québec, QC, G1V 3V9, Canada
| | - Aurélien Lorin
- Medicago Inc., Suite 600, 1020 route de l'Église, Québec, QC, G1V 3V9, Canada
| | - Matthew P Cheng
- The Research Institute of the McGill University Health Centre, 1001 Decarie Street, Montreal, QC, H4A 3J1, Canada
| | - Donald C Vinh
- The Research Institute of the McGill University Health Centre, 1001 Decarie Street, Montreal, QC, H4A 3J1, Canada
| | - Philippe Boutet
- GlaxoSmithKline (Vaccines), Avenue Fleming 20, 1300, Wavre, Belgium
| | - Robbert Van Der Most
- GlaxoSmithKline (Vaccines), rue de l'Institut 89, 1330, Rixensart, Belgium
- BioNTech, An der Goldgrube 12, 55131, Mainz, Germany
| | - François Roman
- GlaxoSmithKline (Vaccines), Avenue Fleming 20, 1300, Wavre, Belgium
| | | | - Nathalie Landry
- Medicago Inc., Suite 600, 1020 route de l'Église, Québec, QC, G1V 3V9, Canada
| | - Marc-André D'Aoust
- Medicago Inc., Suite 600, 1020 route de l'Église, Québec, QC, G1V 3V9, Canada
| | - Brian J Ward
- Medicago Inc., Suite 600, 1020 route de l'Église, Québec, QC, G1V 3V9, Canada.
- The Research Institute of the McGill University Health Centre, 1001 Decarie Street, Montreal, QC, H4A 3J1, Canada.
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Saied AA, Nascimento MSL, do Nascimento Rangel AH, Skowron K, Grudlewska‐Buda K, Dhama K, Shah J, Abdeen A, El‐Mayet FS, Ahmed H, Metwally AA. Transchromosomic bovines-derived broadly neutralizing antibodies as potent biotherapeutics to counter important emerging viral pathogens with a special focus on SARS-CoV-2, MERS-CoV, Ebola, Zika, HIV-1, and influenza A virus. J Med Virol 2022; 94:4599-4610. [PMID: 35655326 PMCID: PMC9347534 DOI: 10.1002/jmv.27907] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 05/28/2022] [Accepted: 05/31/2022] [Indexed: 11/17/2022]
Abstract
Historically, passive immunotherapy is an approved approach for protecting and treating humans against various diseases when other alternative therapeutic options are unavailable. Human polyclonal antibodies (hpAbs) can be made from convalescent human donor serum, although it is considered limited due to pandemics and the urgent requirement. Additionally, polyclonal antibodies (pAbs) could be generated from animals, but they may cause severe immunoreactivity and, once "humanized," may have lower neutralization efficiency. Transchromosomic bovines (TcBs) have been developed to address these concerns by creating robust neutralizing hpAbs, which are useful in preventing and/or curing human infections in response to hyperimmunization with vaccines holding adjuvants and/or immune stimulators over an extensive period. Unlike other animal-derived pAbs, potent hpAbs could be promptly produced from TcB in large amounts to assist against an outbreak scenario. Some of these highly efficacious TcB-derived antibodies have already neutralized and blocked diseases in clinical studies. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has numerous variants classified into variants of concern (VOCs), variants of interest (VOIs), and variants under monitoring. Although these variants possess different mutations, such as N501Y, E484K, K417N, K417T, L452R, T478K, and P681R, SAB-185 has shown broad neutralizing activity against VOCs, such as Alpha, Beta, Gamma, Delta, and Omicron variants, and VOIs, such as Epsilon, Iota, Kappa, and Lambda variants. This article highlights recent developments in the field of bovine-derived biotherapeutics, which are seen as a practical platform for developing safe and effective antivirals with broad activity, particularly considering emerging viral infections such as SARS-CoV-2, Ebola, Middle East respiratory syndrome coronavirus, Zika, human immunodeficiency virus type 1, and influenza A virus. Antibodies in the bovine serum or colostrum, which have been proved to be more protective than their human counterparts, are also reviewed.
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Affiliation(s)
- AbdulRahman A. Saied
- National Food Safety Authority (NFSA)AswanEgypt
- Ministry of Tourism and AntiquitiesAswanEgypt
| | - Manuela Sales Lima Nascimento
- Department of Microbiology and Parasitology, Biosciences CenterFederal University of Rio Grande do NorteNatalRio Grande do NorteBrazil
| | | | - Krzysztof Skowron
- Department of Microbiology, Nicolaus Copernicus University in ToruńL. Rydygier Collegium Medicum in BydgoszczBydgoszczPoland
| | - Katarzyna Grudlewska‐Buda
- Department of Microbiology, Nicolaus Copernicus University in ToruńL. Rydygier Collegium Medicum in BydgoszczBydgoszczPoland
| | - Kuldeep Dhama
- Division of PathologyICAR‐Indian Veterinary Research Institute (IVRI)IzatnagarUttar PradeshIndia
| | - Jaffer Shah
- Medical Research CenterKateb UniversityKabulAfghanistan
- New York State Department of HealthNew York CityNew YorkUSA
| | - Ahmed Abdeen
- Department of Forensic Medicine and Toxicology, Faculty of Veterinary MedicineBenha UniversityToukhEgypt
| | - Fouad S. El‐Mayet
- Department of Virology, Faculty of Veterinary MedicineBenha UniversityToukhEgypt
| | - Hassan Ahmed
- Department of Physiology, Faculty of Veterinary MedicineSouth Valley UniversityQenaEgypt
| | - Asmaa A. Metwally
- Department of Surgery, Anesthesiology, and Radiology, Faculty of Veterinary MedicineAswan UniversityAswanEgypt
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7
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Safonova Y, Shin SB, Kramer L, Reecy J, Watson CT, Smith TPL, Pevzner PA. Variations in antibody repertoires correlate with vaccine responses. Genome Res 2022; 32:791-804. [PMID: 35361626 PMCID: PMC8997358 DOI: 10.1101/gr.276027.121] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Accepted: 02/28/2022] [Indexed: 11/24/2022]
Abstract
An important challenge in vaccine development is to figure out why a vaccine succeeds in some individuals and fails in others. Although antibody repertoires hold the key to answering this question, there have been very few personalized immunogenomics studies so far aimed at revealing how variations in immunoglobulin genes affect a vaccine response. We conducted an immunosequencing study of 204 calves vaccinated against bovine respiratory disease (BRD) with the goal to reveal variations in immunoglobulin genes and somatic hypermutations that impact the efficacy of vaccine response. Our study represents the largest longitudinal personalized immunogenomics study reported to date across all species, including humans. To analyze the generated data set, we developed an algorithm for identifying variations of the immunoglobulin genes (as well as frequent somatic hypermutations) that affect various features of the antibody repertoire and titers of neutralizing antibodies. In contrast to relatively short human antibodies, cattle have a large fraction of ultralong antibodies that have opened new therapeutic opportunities. Our study reveals that ultralong antibodies are a key component of the immune response against the costliest disease of beef cattle in North America. The detected variants of the cattle immunoglobulin genes, which are implicated in the success/failure of the BRD vaccine, have the potential to direct the selection of individual cattle for ongoing breeding programs.
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Affiliation(s)
- Yana Safonova
- Computer Science and Engineering Department, University of California at San Diego, San Diego, California 92093, USA
- Department of Biochemistry and Molecular Genetics, University of Louisville School of Medicine, Louisville, Kentucky 40202, USA
- Department of Computer Science, Johns Hopkins University, Baltimore, Maryland 21218, USA
| | - Sung Bong Shin
- U.S. Meat Animal Research Center, USDA-ARS, Clay Center, Nebraska 68933, USA
| | - Luke Kramer
- Department of Animal Science, Iowa State University, Ames, Iowa 50011, USA
| | - James Reecy
- Department of Animal Science, Iowa State University, Ames, Iowa 50011, USA
| | - Corey T Watson
- Department of Biochemistry and Molecular Genetics, University of Louisville School of Medicine, Louisville, Kentucky 40202, USA
| | - Timothy P L Smith
- U.S. Meat Animal Research Center, USDA-ARS, Clay Center, Nebraska 68933, USA
| | - Pavel A Pevzner
- Computer Science and Engineering Department, University of California at San Diego, San Diego, California 92093, USA
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Di Y, Cai S, Zheng S, Huang J, Du L, Song Y, Zhang M, Wang Z, Yu G, Ren L, Han H, Zhao Y. Reshaping the murine immunoglobulin heavy chain repertoire with bovine DH genes. Immunology 2021; 165:74-87. [PMID: 34428313 DOI: 10.1111/imm.13407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 08/04/2021] [Accepted: 08/19/2021] [Indexed: 11/30/2022] Open
Abstract
Having a limited number of VH segments, cattle rely on uniquely long DH gene segments to generate CDRH3 length variation (3-70 aa) far greater than that in humans or mice. Bovine antibodies with ultralong CDRH3s (>50 aa) possess unusual structures and abilities to bind to special antigens. In this study, we replaced most murine endogenous DH segments with bovine DH genes, generating a mouse line termed B-DH. The use of bovine DH genes significantly increased the length variation of CDRH3 and consequently the Ig heavy chain repertoire in B-DH mice. However, no ultralong CDRH3 was observed in B-DH mice, suggesting that other factors, in addition to long DH genes, are also involved in the formation of ultralong CDRH3. The B-DH mice mounted a normal humoral immune response to various antigens, although the B-cell developmental paradigm was obviously altered compared with wild-type mice. Additionally, B-DH mice are not predisposed to the generation of autoantibodies despite the interspecies DH gene replacement. The B-DH mice reported in this study provide a unique model to answer basic questions regarding the synergistic evolution of DH and VH genes, VDJ recombination and BCR selection in B-cell development.
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Affiliation(s)
- Yu Di
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Shuyi Cai
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Shunan Zheng
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Jinwei Huang
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Lijuan Du
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Yu Song
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Ming Zhang
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Zhao Wang
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Guotao Yu
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Liming Ren
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Haitang Han
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
| | - Yaofeng Zhao
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing, China
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