Integrated transcriptome and trajectory analysis of cutaneous T-cell lymphoma identifies putative precancer populations

皮肤 T 细胞淋巴瘤的综合转录组和轨迹分析可识别假定的癌前病变群体

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作者:Jingjing Ren, Rihao Qu, Nur-Taz Rahman, Julia M Lewis, Amber Loren Ong King, Xiaofeng Liao, Fatima N Mirza, Kacie R Carlson, Yaqing Huang, Scott Gigante, Benjamin Evans, Barani Kumar Rajendran, Suzanne Xu, Guilin Wang, Francine M Foss, William Damsky, Yuval Kluger, Smita Krishnaswamy, Michael Girard

Abstract

The incidence of cutaneous T-cell lymphoma (CTCL) increases with age, and blood involvement portends a worse prognosis. To advance our understanding of the development of CTCL and identify potential therapeutic targets, we performed integrative analyses of paired single-cell RNA and T-cell receptor (TCR) sequencing of peripheral blood CD4+ T cells from patients with CTCL to reveal disease-unifying features. The malignant CD4+ T cells of CTCL showed highly diverse transcriptomic profiles across patients, with most displaying a mature Th2 differentiation and T-cell exhaustion phenotype. TCR-CDR3 peptide prediction analysis suggested limited diversity between CTCL samples, consistent with a role for a common antigenic stimulus. Potential of heat diffusion for affinity-based trajectory embedding transition analysis identified putative precancerous circulating populations characterized by an intermediate stage of gene expression and mutation level between the normal CD4+ T cells and malignant CTCL cells. We further revealed the therapeutic potential of targeting CD82 and JAK that endow the malignant CTCL cells with survival and proliferation advantages.

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