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Reference-based comparison of adaptive immune receptor repertoires
B and T cell receptor (immune) repertoires can represent an individual’s immune history. While current repertoire analysis methods aim to discriminate between health and disease states, they are typically based on only a limited number of parameters. Here, we introduce immuneREF: a quantitative mult...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9421535/ https://www.ncbi.nlm.nih.gov/pubmed/36046619 http://dx.doi.org/10.1016/j.crmeth.2022.100269 |
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author | Weber, Cédric R. Rubio, Teresa Wang, Longlong Zhang, Wei Robert, Philippe A. Akbar, Rahmad Snapkov, Igor Wu, Jinghua Kuijjer, Marieke L. Tarazona, Sonia Conesa, Ana Sandve, Geir K. Liu, Xiao Reddy, Sai T. Greiff, Victor |
author_facet | Weber, Cédric R. Rubio, Teresa Wang, Longlong Zhang, Wei Robert, Philippe A. Akbar, Rahmad Snapkov, Igor Wu, Jinghua Kuijjer, Marieke L. Tarazona, Sonia Conesa, Ana Sandve, Geir K. Liu, Xiao Reddy, Sai T. Greiff, Victor |
author_sort | Weber, Cédric R. |
collection | PubMed |
description | B and T cell receptor (immune) repertoires can represent an individual’s immune history. While current repertoire analysis methods aim to discriminate between health and disease states, they are typically based on only a limited number of parameters. Here, we introduce immuneREF: a quantitative multidimensional measure of adaptive immune repertoire (and transcriptome) similarity that allows interpretation of immune repertoire variation by relying on both repertoire features and cross-referencing of simulated and experimental datasets. To quantify immune repertoire similarity landscapes across health and disease, we applied immuneREF to >2,400 datasets from individuals with varying immune states (healthy, [autoimmune] disease, and infection). We discovered, in contrast to the current paradigm, that blood-derived immune repertoires of healthy and diseased individuals are highly similar for certain immune states, suggesting that repertoire changes to immune perturbations are less pronounced than previously thought. In conclusion, immuneREF enables the population-wide study of adaptive immune response similarity across immune states. |
format | Online Article Text |
id | pubmed-9421535 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-94215352022-08-30 Reference-based comparison of adaptive immune receptor repertoires Weber, Cédric R. Rubio, Teresa Wang, Longlong Zhang, Wei Robert, Philippe A. Akbar, Rahmad Snapkov, Igor Wu, Jinghua Kuijjer, Marieke L. Tarazona, Sonia Conesa, Ana Sandve, Geir K. Liu, Xiao Reddy, Sai T. Greiff, Victor Cell Rep Methods Article B and T cell receptor (immune) repertoires can represent an individual’s immune history. While current repertoire analysis methods aim to discriminate between health and disease states, they are typically based on only a limited number of parameters. Here, we introduce immuneREF: a quantitative multidimensional measure of adaptive immune repertoire (and transcriptome) similarity that allows interpretation of immune repertoire variation by relying on both repertoire features and cross-referencing of simulated and experimental datasets. To quantify immune repertoire similarity landscapes across health and disease, we applied immuneREF to >2,400 datasets from individuals with varying immune states (healthy, [autoimmune] disease, and infection). We discovered, in contrast to the current paradigm, that blood-derived immune repertoires of healthy and diseased individuals are highly similar for certain immune states, suggesting that repertoire changes to immune perturbations are less pronounced than previously thought. In conclusion, immuneREF enables the population-wide study of adaptive immune response similarity across immune states. Elsevier 2022-08-22 /pmc/articles/PMC9421535/ /pubmed/36046619 http://dx.doi.org/10.1016/j.crmeth.2022.100269 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Weber, Cédric R. Rubio, Teresa Wang, Longlong Zhang, Wei Robert, Philippe A. Akbar, Rahmad Snapkov, Igor Wu, Jinghua Kuijjer, Marieke L. Tarazona, Sonia Conesa, Ana Sandve, Geir K. Liu, Xiao Reddy, Sai T. Greiff, Victor Reference-based comparison of adaptive immune receptor repertoires |
title | Reference-based comparison of adaptive immune receptor repertoires |
title_full | Reference-based comparison of adaptive immune receptor repertoires |
title_fullStr | Reference-based comparison of adaptive immune receptor repertoires |
title_full_unstemmed | Reference-based comparison of adaptive immune receptor repertoires |
title_short | Reference-based comparison of adaptive immune receptor repertoires |
title_sort | reference-based comparison of adaptive immune receptor repertoires |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9421535/ https://www.ncbi.nlm.nih.gov/pubmed/36046619 http://dx.doi.org/10.1016/j.crmeth.2022.100269 |
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