Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA.
Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA.
Oncoimmunology. 2024 Mar 15;13(1):2320411. doi: 10.1080/2162402X.2024.2320411. eCollection 2024.
Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy that is refractory to immune checkpoint inhibitor therapy. However, intratumoral T-cell infiltration correlates with improved overall survival (OS). Herein, we characterized the diversity and antigen specificity of the PDAC T-cell receptor (TCR) repertoire to identify novel immune-relevant biomarkers. Demographic, clinical, and TCR-beta sequencing data were collated from 353 patients across three cohorts that underwent surgical resection for PDAC. TCR diversity was calculated using Shannon Wiener index, Inverse Simpson index, and "True entropy." Patients were clustered by shared repertoire specificity. TCRs predictive of OS were identified and their associated transcriptional states were characterized by single-cell RNAseq. In multivariate Cox regression models controlling for relevant covariates, high intratumoral TCR diversity predicted OS across multiple cohorts. Conversely, in peripheral blood, high abundance of T-cells, but not high diversity, predicted OS. Clustering patients based on TCR specificity revealed a subset of TCRs that predicts OS. Interestingly, these TCR sequences were more likely to encode CD8 effector memory and CD4 T-regulatory (Tregs) T-cells, all with the capacity to recognize beta islet-derived autoantigens. As opposed to T-cell abundance, intratumoral TCR diversity was predictive of OS in multiple PDAC cohorts, and a subset of TCRs enriched in high-diversity patients independently correlated with OS. These findings emphasize the importance of evaluating peripheral and intratumoral TCR repertoires as distinct and relevant biomarkers in PDAC.
胰腺导管腺癌 (PDAC) 是一种致命的恶性肿瘤,对免疫检查点抑制剂治疗具有抗性。然而,肿瘤内 T 细胞浸润与改善总生存期 (OS) 相关。在此,我们对 PDAC T 细胞受体 (TCR) 库的多样性和抗原特异性进行了表征,以确定新的免疫相关生物标志物。对来自三个接受 PDAC 手术切除的队列的 353 名患者的人口统计学、临床和 TCR-β 测序数据进行了整理。使用香农威纳指数、倒数辛普森指数和“真实熵”计算 TCR 多样性。根据共享库特异性对患者进行聚类。鉴定出预测 OS 的 TCR,并通过单细胞 RNAseq 对其相关转录状态进行了表征。在多变量 Cox 回归模型中,控制相关协变量后,高肿瘤内 TCR 多样性可预测多个队列的 OS。相反,在外周血中,T 细胞的高丰度而非高多样性可预测 OS。基于 TCR 特异性对患者进行聚类,揭示了一组预测 OS 的 TCR。有趣的是,这些 TCR 序列更有可能编码 CD8 效应记忆和 CD4 T 调节性 (Tregs) T 细胞,所有这些细胞都具有识别胰岛衍生自身抗原的能力。与 T 细胞丰度相反,肿瘤内 TCR 多样性可预测多个 PDAC 队列的 OS,并且在高多样性患者中富集的一组 TCR 独立地与 OS 相关。这些发现强调了评估外周和肿瘤内 TCR 库作为 PDAC 中独特且相关的生物标志物的重要性。