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接受免疫治疗的胸膜间皮瘤患者中 T 细胞受体簇的动态变化及其与生存的关联

英文原题:Dynamics and survival associations of T cell receptor clusters in patients with pleural mesothelioma treated with immunotherapy.

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Dynamics and survival associations of T cell receptor clusters in patients with pleural mesothelioma treated with immunotherapy.

PubMed 2023/06/01(内容时间) J Immunother Cancer Q1 · IF 11.7(JCR 2025)

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研究概要

我们在胸膜间皮瘤患者中识别出两个独特的 TCR 簇,它们与接受 ICI 治疗后的生存相关。这些簇可能有助于抗原发现策略,并为过继性 T 细胞疗法的设计提供未来靶点。

研究思路结论见上方概要

免疫检查点抑制剂(ICIs)现已成为胸膜间皮瘤患者的一线治疗选择,近期伊匹木单抗和纳武利尤单抗已获批。间皮瘤肿瘤突变负荷低,且缺乏可靠的ICI生存预测因子。由于ICIs能够激发适应性抗肿瘤免疫应答,我们在两项接受ICI治疗的临床试验参与者中研究了T细胞受体(TCR)与生存的关联。

我们纳入了在一线治疗后接受nivolumab(NivoMes,NCT02497508)或nivolumab联合ipilimumab(INITIATE,NCT03048474)治疗的胸膜间皮瘤患者。使用ImmunoSEQ检测对49份和39份治疗前及治疗后患者外周血单核细胞(PBMC)样本进行了TCR测序。这些数据与通过TRUST4程序在45份和35份治疗前及治疗后肿瘤活检样本的bulk RNAseq数据中发现的TCR序列,以及来自600多名健康对照者的TCR序列进行了整合。使用GIANA将TCR序列聚类为共享抗原特异性的组。通过cox比例风险分析确定TCR簇与总生存期的关联。

我们在接受ICI治疗的患者中,分别从PBMC和肿瘤中鉴定出420万条和1.2万条互补决定区3(CDR3)序列。这些CDR3序列与来自健康对照的210万条公开可用的CDR3序列整合并进行聚类。ICI增强了肿瘤中的T细胞浸润并扩大了T细胞多样性。治疗前组织或循环中TCR克隆位于最高三分位的病例,其生存期显著优于最低两个三分位(p<0.04)。此外,治疗前组织与循环之间共享TCR克隆数量较多与生存期改善相关(p=0.01)。为了可能筛选出抗肿瘤簇,我们过滤出符合以下条件的簇:(1)未在健康对照中发现,(2)在多名间皮瘤患者中反复出现,(3)在治疗后样本中比治疗前样本中更常见。与检测到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簇提供了显著的生存获益。这两个簇未在bulk组织RNA-seq数据中发现,也未在公开CDR3数据库中报道。

展开英文摘要原文

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.

论文信息

作者
Desai AP、Kosari F、Disselhorst M、Yin J、Agahi A、Peikert T、Udell J、Johnson SH
第一作者单位
Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota, USA.United States
通讯作者单位
Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota, USA Mansfield.Aaron@mayo.edu.United States
文献类型
临床试验 · 美国 NIH 资助研究 · 美国政府(非公共卫生署)资助研究 · 非美国政府资助研究
期刊
Journal for immunotherapy of cancer2023 Jun
原文标识
PubMed 37279993 · DOI 10.1136/jitc-2022-006035