免疫系统
细胞
核糖核酸
不利影响
生物
免疫检查点
计算生物学
病毒学
基因
免疫疗法
遗传学
药理学
作者
Shoiab Bukhari,Brian S. Henick,Robert Winchester,Shalom Lerrer,Kieran Adam,Yevgeniya Gartshteyn,Rohan Maniar,Ziyan Lin,Alireza Khodadadi‐Jamayran,Aristotelis Tsirigos,Mary Salvatore,Galina Lagos,Steven L. Reiner,Matthew C. Dallos,Matthen Mathew,Naiyer A. Rizvi,Adam Mor
标识
DOI:10.1016/j.xcrm.2022.100868
摘要
PD-1 is an inhibitory receptor in T cells, and antibodies that block its interaction with ligands augment anti-tumor immune responses. The clinical potential of these agents is limited by the fact that half of all patients develop immune-related adverse events (irAEs). To generate insights into the cellular changes that occur during anti-PD-1 treatment, we performed single-cell RNA sequencing of circulating T cells collected from patients with cancer. Using the K-nearest-neighbor-based network graph-drawing layout, we show the involvement of distinctive genes and subpopulations of T cells. We identify that at baseline, patients with arthritis have fewer CD8 TCM cells, patients with pneumonitis have more CD4 TH2 cells, and patients with thyroiditis have more CD4 TH17 cells when compared with patients who do not develop irAEs. These data support the hypothesis that different populations of T cells are associated with different irAEs and that characterization of these cells' pre-treatment has the potential to serve as a toxicity-specific predictive biomarker.
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