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T 细胞 repertoire 生成和选择中的群体变异性。

Population variability in the generation and selection of T-cell repertoires.

机构信息

Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.

Laboratoire de physique de l'École Normale Supérieure, PSL University, CNRS, Sorbonne Université, Université de Paris 24 rue Lhomond, Paris, France.

出版信息

PLoS Comput Biol. 2020 Dec 9;16(12):e1008394. doi: 10.1371/journal.pcbi.1008394. eCollection 2020 Dec.

Abstract

The diversity of T-cell receptor (TCR) repertoires is achieved by a combination of two intrinsically stochastic steps: random receptor generation by VDJ recombination, and selection based on the recognition of random self-peptides presented on the major histocompatibility complex. These processes lead to a large receptor variability within and between individuals. However, the characterization of the variability is hampered by the limited size of the sampled repertoires. We introduce a new software tool SONIA to facilitate inference of individual-specific computational models for the generation and selection of the TCR beta chain (TRB) from sequenced repertoires of 651 individuals, separating and quantifying the variability of the two processes of generation and selection in the population. We find not only that most of the variability is driven by the VDJ generation process, but there is a large degree of consistency between individuals with the inter-individual variance of repertoires being about ∼2% of the intra-individual variance. Known viral-specific TCRs follow the same generation and selection statistics as all TCRs.

摘要

T 细胞受体 (TCR) 库的多样性是通过两个内在随机步骤的组合实现的:通过 VDJ 重组产生随机受体,以及基于对主要组织相容性复合体上呈现的随机自身肽的识别进行选择。这些过程导致个体内部和个体之间存在大量受体变异性。然而,由于采样库的大小有限,对变异性的描述受到阻碍。我们引入了一个新的软件工具 SONIA,以方便从 651 个人的测序库中推断个体特异性计算模型,用于 TCR β 链 (TRB) 的生成和选择,从而分离和量化这两个过程在人群中的变异性。我们不仅发现大多数变异性是由 VDJ 生成过程驱动的,而且个体之间存在很大程度的一致性,个体间的库变异性约为个体内变异性的 2%。已知的病毒特异性 TCR 遵循与所有 TCR 相同的生成和选择统计数据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1587/7725366/ef3090170d86/pcbi.1008394.g001.jpg

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