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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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Detalles Bibliográficos
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
Descripción
Sumario: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.