Reference-based comparison of adaptive immune receptor repertoires
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Detail(s)
Original language | English |
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Article number | 100269 |
Journal / Publication | Cell Reports Methods |
Volume | 2 |
Issue number | 8 |
Online published | 22 Aug 2022 |
Publication status | Published - 22 Aug 2022 |
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DOI | DOI |
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Link to Scopus | https://www.scopus.com/record/display.uri?eid=2-s2.0-85136077020&origin=recordpage |
Permanent Link | https://scholars.cityu.edu.hk/en/publications/publication(ef90c97c-000f-4a5f-82a9-38b8c65a4829).html |
Abstract
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.
Research Area(s)
- computational immunology, diagnostics, disease, health, immune repertoire
Citation Format(s)
Reference-based comparison of adaptive immune receptor repertoires. / Weber, Cédric R.; Rubio, Teresa; Wang, Longlong et al.
In: Cell Reports Methods, Vol. 2, No. 8, 100269, 22.08.2022.
In: Cell Reports Methods, Vol. 2, No. 8, 100269, 22.08.2022.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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