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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2021
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.
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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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