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Individualized VDJ recombination predisposes the available Ig sequence space
The process of recombination between variable (V), diversity (D), and joining (J) immunoglobulin (Ig) gene segments determines an individual's naive Ig repertoire and, consequently, (auto)antigen recognition. VDJ recombination follows probabilistic rules that can be modeled statistically. So fa...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8647828/ https://www.ncbi.nlm.nih.gov/pubmed/34815307 http://dx.doi.org/10.1101/gr.275373.121 |
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author | Slabodkin, Andrei Chernigovskaya, Maria Mikocziova, Ivana Akbar, Rahmad Scheffer, Lonneke Pavlović, Milena Bashour, Habib Snapkov, Igor Mehta, Brij Bhushan Weber, Cédric R. Gutierrez-Marcos, Jose Sollid, Ludvig M. Haff, Ingrid Hobæk Sandve, Geir Kjetil Robert, Philippe A. Greiff, Victor |
author_facet | Slabodkin, Andrei Chernigovskaya, Maria Mikocziova, Ivana Akbar, Rahmad Scheffer, Lonneke Pavlović, Milena Bashour, Habib Snapkov, Igor Mehta, Brij Bhushan Weber, Cédric R. Gutierrez-Marcos, Jose Sollid, Ludvig M. Haff, Ingrid Hobæk Sandve, Geir Kjetil Robert, Philippe A. Greiff, Victor |
author_sort | Slabodkin, Andrei |
collection | PubMed |
description | The process of recombination between variable (V), diversity (D), and joining (J) immunoglobulin (Ig) gene segments determines an individual's naive Ig repertoire and, consequently, (auto)antigen recognition. VDJ recombination follows probabilistic rules that can be modeled statistically. So far, it remains unknown whether VDJ recombination rules differ between individuals. If these rules differed, identical (auto)antigen-specific Ig sequences would be generated with individual-specific probabilities, signifying that the available Ig sequence space is individual specific. We devised a sensitivity-tested distance measure that enables inter-individual comparison of VDJ recombination models. We discovered, accounting for several sources of noise as well as allelic variation in Ig sequencing data, that not only unrelated individuals but also human monozygotic twins and even inbred mice possess statistically distinguishable immunoglobulin recombination models. This suggests that, in addition to genetic, there is also nongenetic modulation of VDJ recombination. We demonstrate that population-wide individualized VDJ recombination can result in orders of magnitude of difference in the probability to generate (auto)antigen-specific Ig sequences. Our findings have implications for immune receptor–based individualized medicine approaches relevant to vaccination, infection, and autoimmunity. |
format | Online Article Text |
id | pubmed-8647828 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-86478282021-12-15 Individualized VDJ recombination predisposes the available Ig sequence space Slabodkin, Andrei Chernigovskaya, Maria Mikocziova, Ivana Akbar, Rahmad Scheffer, Lonneke Pavlović, Milena Bashour, Habib Snapkov, Igor Mehta, Brij Bhushan Weber, Cédric R. Gutierrez-Marcos, Jose Sollid, Ludvig M. Haff, Ingrid Hobæk Sandve, Geir Kjetil Robert, Philippe A. Greiff, Victor Genome Res Research The process of recombination between variable (V), diversity (D), and joining (J) immunoglobulin (Ig) gene segments determines an individual's naive Ig repertoire and, consequently, (auto)antigen recognition. VDJ recombination follows probabilistic rules that can be modeled statistically. So far, it remains unknown whether VDJ recombination rules differ between individuals. If these rules differed, identical (auto)antigen-specific Ig sequences would be generated with individual-specific probabilities, signifying that the available Ig sequence space is individual specific. We devised a sensitivity-tested distance measure that enables inter-individual comparison of VDJ recombination models. We discovered, accounting for several sources of noise as well as allelic variation in Ig sequencing data, that not only unrelated individuals but also human monozygotic twins and even inbred mice possess statistically distinguishable immunoglobulin recombination models. This suggests that, in addition to genetic, there is also nongenetic modulation of VDJ recombination. We demonstrate that population-wide individualized VDJ recombination can result in orders of magnitude of difference in the probability to generate (auto)antigen-specific Ig sequences. Our findings have implications for immune receptor–based individualized medicine approaches relevant to vaccination, infection, and autoimmunity. Cold Spring Harbor Laboratory Press 2021-12 /pmc/articles/PMC8647828/ /pubmed/34815307 http://dx.doi.org/10.1101/gr.275373.121 Text en © 2021 Slabodkin et al.; Published by Cold Spring Harbor Laboratory Press https://creativecommons.org/licenses/by-nc/4.0/This article, published in Genome Research, is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Research Slabodkin, Andrei Chernigovskaya, Maria Mikocziova, Ivana Akbar, Rahmad Scheffer, Lonneke Pavlović, Milena Bashour, Habib Snapkov, Igor Mehta, Brij Bhushan Weber, Cédric R. Gutierrez-Marcos, Jose Sollid, Ludvig M. Haff, Ingrid Hobæk Sandve, Geir Kjetil Robert, Philippe A. Greiff, Victor Individualized VDJ recombination predisposes the available Ig sequence space |
title | Individualized VDJ recombination predisposes the available Ig sequence space |
title_full | Individualized VDJ recombination predisposes the available Ig sequence space |
title_fullStr | Individualized VDJ recombination predisposes the available Ig sequence space |
title_full_unstemmed | Individualized VDJ recombination predisposes the available Ig sequence space |
title_short | Individualized VDJ recombination predisposes the available Ig sequence space |
title_sort | individualized vdj recombination predisposes the available ig sequence space |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8647828/ https://www.ncbi.nlm.nih.gov/pubmed/34815307 http://dx.doi.org/10.1101/gr.275373.121 |
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