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人类 T 细胞库在健康状态和干细胞移植后的分形组织。

Fractal organization of the human T cell repertoire in health and after stem cell transplantation.

机构信息

Bone Marrow Transplant Program, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA 23298, USA.

出版信息

Biol Blood Marrow Transplant. 2013 Mar;19(3):366-77. doi: 10.1016/j.bbmt.2012.12.004. Epub 2013 Jan 11.

Abstract

T cell repertoire diversity is generated in part by recombination of variable (V), diversity (D), and joining (J) segments in the T cell receptor β (TCR) locus. T cell clonal frequency distribution determined by high-throughput sequencing of TCR β in 10 stem cell transplantation (SCT) donors revealed a fractal, self-similar frequency distribution of unique TCR bearing clones with respect to V, D, and J segment usage in the T cell repertoire of these individuals. Further, ranking of T cell clones by frequency of gene segment usage in the observed sequences revealed an ordered distribution of dominant clones conforming to a power law, with a fractal dimension of 1.6 and 1.8 in TCR β DJ and VDJ containing clones in healthy stem cell donors. This self-similar distribution was perturbed in the recipients after SCT, with patients demonstrating a lower level of complexity in their TCR repertoire at day 100 followed by a modest improvement by 1 year post-SCT. A large shift was observed in the frequency distribution of the dominant T cell clones compared to the donor, with fewer than one third of the VDJ-containing clones shared in the top 4 ranks. In conclusion, the normal T cell repertoire is highly ordered with a TCR gene segment usage that results in a fractal self-similar motif of pattern repetition across levels of organization. Fractal analysis of high-throughput TCR β sequencing data provides a comprehensive measure of immune reconstitution after SCT.

摘要

T 细胞受体β(TCRβ)基因重排在 T 细胞受体多样性的产生中起着重要作用。我们通过对 10 例干细胞移植(SCT)供者的 TCRβ 进行高通量测序,发现 T 细胞克隆频率分布呈分形,即具有独特 TCR 的克隆在 V、D 和 J 段的使用上存在自相似频率分布。此外,对观察到的序列中基因片段使用频率对 T 细胞克隆进行排序,揭示了一个有序的优势克隆分布,符合幂律分布,健康干细胞供者的 TCRβ DJ 和 VDJ 克隆的分形维数分别为 1.6 和 1.8。这种自相似分布在 SCT 后受体中受到干扰,患者在 100 天的 TCR 库复杂性水平较低,随后在 SCT 后 1 年略有改善。与供者相比,优势 T 细胞克隆的频率分布发生了较大变化,在排名前 4 的克隆中,仅有不到三分之一的 VDJ 克隆共享。总之,正常 T 细胞库具有高度有序性,TCR 基因片段的使用导致在不同的组织水平上呈现出重复模式的分形自相似特征。对高通量 TCRβ 测序数据的分形分析为 SCT 后免疫重建提供了全面的衡量标准。

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