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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
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.
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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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