Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota, USA.
Department of Molecular Medicine, Mayo Clinic, Rochester, Minnesota, USA.
J Immunother Cancer. 2023 Jun;11(6). doi: 10.1136/jitc-2022-006035.
Immune checkpoint inhibitors (ICIs) are now a first-line treatment option for patients with pleural mesothelioma with the recent approval of ipilimumab and nivolumab. Mesothelioma has a low tumor mutation burden and no robust predictors of survival with ICI. Since ICIs enable adaptive antitumor immune responses, we investigated T-cell receptor (TCR) associations with survival in participants from two clinical trials treated with ICI.
We included patients with pleural mesothelioma who were treated with nivolumab (NivoMes, NCT02497508) or nivolumab and ipilimumab (INITIATE, NCT03048474) after first-line therapy. TCR sequencing was performed with the ImmunoSEQ assay in 49 and 39 pretreatment and post-treatment patient peripheral blood mononuclear cell (PBMC) samples. These data were integrated with TCR sequences found in bulk RNAseq data by TRUST4 program in 45 and 35 pretreatment and post-treatment tumor biopsy samples and TCR sequences from over 600 healthy controls. The TCR sequences were clustered into groups of shared antigen specificity using GIANA. Associations of TCR clusters with overall survival were determined by cox proportional hazard analysis.
We identified 4.2 million and 12 thousand complementarity-determining region 3 (CDR3) sequences from PBMCs and tumors, respectively, in patients treated with ICI. These CDR3 sequences were integrated with 2.1 million publically available CDR3 sequences from healthy controls and clustered. ICI-enhanced T-cell infiltration and expanded T cell diversity in tumors. Cases with TCR clones in the top tertile in the pretreatment tissue or in circulation had significantly better survival than the bottom two tertiles (p<0.04). Furthermore, a high number of shared TCR clones between pretreatment tissue and in circulation was associated with improved survival (p=0.01). To potentially select antitumor clusters, we filtered for clusters that were (1) not found in healthy controls, (2) recurrent in multiple patients with mesothelioma, and (3) more prevalent in post-treatment than pretreatment samples. The detection of two-specific TCR clusters provided significant survival benefit compared with detection of 1 cluster (HR<0.001, p=0.026) or the detection of no TCR clusters (HR=0.10, p=0.002). These two clusters were not found in bulk tissue RNA-seq data and have not been reported in public CDR3 databases.
We identified two unique TCR clusters that were associated with survival on treatment with ICI in patients with pleural mesothelioma. These clusters may enable approaches for antigen discovery and inform future targets for design of adoptive T cell therapies.
免疫检查点抑制剂(ICIs)现已成为间皮瘤患者的一线治疗选择,最近批准了伊匹单抗和纳武单抗。间皮瘤的肿瘤突变负担较低,并且没有与 ICI 相关的生存的可靠预测因子。由于 ICI 能够促进适应性抗肿瘤免疫反应,因此我们研究了来自接受 ICI 治疗的两项临床试验的参与者的 T 细胞受体(TCR)与生存的关联。
我们纳入了接受纳武单抗(NivoMes,NCT02497508)或纳武单抗和伊匹单抗(INITIATE,NCT03048474)治疗的一线治疗后患有胸膜间皮瘤的患者。使用 ImmunoSEQ 检测法对 49 名和 39 名预处理及治疗后患者外周血单个核细胞(PBMC)样本进行 TCR 测序。这些数据通过 TRUST4 程序与 45 名和 35 名预处理及治疗后肿瘤活检样本中的批量 RNAseq 数据中的 TCR 序列以及超过 600 名健康对照者的 TCR 序列进行了整合。使用 GIANA 将 TCR 序列聚类为具有共同抗原特异性的组。通过 Cox 比例风险分析确定 TCR 簇与总生存的关联。
我们在接受 ICI 治疗的患者的 PBMC 和肿瘤中分别鉴定出 420 万和 1.2 万个互补决定区 3(CDR3)序列。这些 CDR3 序列与来自健康对照者的 210 万个公共 CDR3 序列进行了整合并进行了聚类。ICI 增强了肿瘤中的 T 细胞浸润和扩展了 T 细胞多样性。与底部两个三分位数相比,在预处理组织或循环中具有 TCR 克隆的病例具有显著更好的生存(p<0.04)。此外,预处理组织和循环之间存在大量共享 TCR 克隆与改善的生存相关(p=0.01)。为了潜在地选择抗肿瘤簇,我们筛选了(1)在健康对照者中未发现,(2)在多个间皮瘤患者中反复出现,以及(3)在治疗后比治疗前样本中更常见的簇。与检测 1 个簇(HR<0.001,p=0.026)或未检测到 TCR 簇(HR=0.10,p=0.002)相比,检测到两个特异性 TCR 簇具有显著的生存获益。在批量组织 RNA-seq 数据中未发现这两个簇,并且在公共 CDR3 数据库中也未报道过。
我们鉴定出了两个在接受 ICI 治疗的胸膜间皮瘤患者中与生存相关的独特 TCR 簇。这些簇可能能够实现抗原发现的方法,并为设计过继性 T 细胞疗法提供信息。