← 返回

一种多组学单细胞测序方法用于开发实体瘤中抗 PD1 反应的 CD8 T 细胞特异性基因特征

英文原题:A multi-omic single cell sequencing approach to develop a CD8 T cell specific gene signature for anti-PD1 response in solid tumors.

查看英文原题

A multi-omic single cell sequencing approach to develop a CD8 T cell specific gene signature for anti-PD1 response in solid tumors.

PubMed 2022/08/06(内容时间) Int J Cancer Q2 · IF 4.9(JCR 2025)

分数与星级只用于站内排序 —— 不代表疗效、安全性或个人适用性。

中文摘要

免疫检查点阻断(ICB)已在多种癌症类型中带来持久的临床缓解。然而,能够识别哪些患者最可能对ICB产生应答的生物标志物尚未得到明确界定。许多从少量样本中开发的推定生物标志物往往无法在更大的验证队列中维持其预测地位。

我们在多种人类恶性肿瘤和同系小鼠肿瘤模型中显示,治疗前T细胞受体(TCR)克隆性以及ICB后克隆性的变化均与应答不相关。通过配对单细胞RNA测序和单细胞TCR测序对ICB前后TIL(肿瘤浸润淋巴细胞)进行解析,揭示了抗PD1应答者与非应答者小鼠肿瘤模型之间扩增TCR克隆型中保守和不同的转录组学特征。

总体而言,我们的结果表明,有效的抗肿瘤应答与TCR克隆扩增无关。此外,我们利用单细胞转录组学开发了一个CD8+ T细胞特异性基因特征,用于评估有效的抗肿瘤应答,并显示该应答特征与CheckMate-067(一项针对转移性黑色素瘤的3期临床试验)中nivolumab单药治疗的总生存期(OS)相关。这些结果凸显了利用单细胞检测方法解析异质性肿瘤和免疫亚群,并定义ICB应答的细胞类型特异性转录组生物标志物的价值。

展开英文摘要原文

Immune checkpoint blockade (ICB) has led to durable clinical responses in multiple cancer types.

However, biomarkers that identify which patients are most likely to respond to ICB are not well defined. Many putative biomarkers developed from a small number of samples often fail to maintain their predictive status in larger validation cohorts.

We show across multiple human malignancies and syngeneic murine tumor models that neither pretreatment T cell receptor (TCR) clonality nor changes in clonality after ICB correlate with response. Dissection of tumor infiltrating lymphocytes pre- and post-ICB by paired single-cell RNA sequencing and single-cell TCR sequencing reveals conserved and distinct transcriptomic features in expanded TCR clonotypes between anti-PD1 responder and nonresponder murine tumor models.

Overall, our results indicate a productive anti-tumor response is agnostic of TCR clonal expansion.

Further, we used single-cell transcriptomics to develop a CD8 + T cell specific gene signature for a productive anti-tumor response and show the response signature to be associated with overall survival (OS) on nivolumab monotherapy in CheckMate-067, a phase 3 clinical trial in metastatic melanoma. These results highlight the value of leveraging single-cell assays to dissect heterogeneous tumor and immune subsets and define cell-type specific transcriptomic biomarkers of ICB response.

论文信息

作者
Kumar N、Papillon-Cavanagh S、Tang H、Wang S、Stromko C、Ho CP、Soni-Sheth S、Vasquez-Grinnell S
单位
Bristol Myers Squibb: Research & Early Development, Princeton, New Jersey, USA.United Kingdom
文献类型
非美国政府资助研究
期刊
International journal of cancer2022 Dec 1
原文标识
PubMed 35932450 · DOI 10.1002/ijc.34218