Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan.
Department of General Thoracic Surgery, Gifu University School of Medicine Graduate School of Medicine, Gifu, Japan.
J Immunother Cancer. 2023 Aug;11(8). doi: 10.1136/jitc-2023-007180.
CD8tumor infiltrating lymphocytes (TILs) are often observed in non-small cell lung cancers (NSCLC). However, the characteristics of CD8 TILs, especially T-cell populations specific for tumor antigens, remain poorly understood.
High throughput single-cell RNA sequencing and single-cell T-cell receptor (TCR) sequencing were performed on CD8 TILs from three surgically-resected lung cancer specimens. Dimensional reduction for clustering was performed using Uniform Manifold Approximation and Projection. CD8 TIL TCR specific for the cancer/testis antigen KK-LC-1 and for predicted neoantigens were investigated. Differentially-expressed gene analysis, Gene Set Enrichment Analysis (GSEA) and single sample GSEA was performed to characterize antigen-specific T cells.
A total of 6998 CD8 T cells was analyzed, divided into 10 clusters according to their gene expression profile. An exhausted T-cell (exhausted T (Tex)) cluster characterized by the expression of (CD39), , (PD1), (TIM3) and other genes, and by T-cell oligoclonality, was identified. The Tex TCR repertoire (Tex-TCRs) contained nine different TCR clonotypes recognizing five tumor antigens including a KK-LC-1 antigen and four neoantigens. By re-clustering the tumor antigen-specific T cells (n=140), it could be seen that the individual T-cell clonotypes were present on cells at different stages of differentiation and functional states even within the same Tex cluster. Stimulating these T cells with predicted cognate peptide indicated that TCR signal strength and subsequent T-cell proliferation and cytokine production was variable but always higher for neoantigens than KK-LC-1.
Our approach focusing on T cells with an exhausted phenotype among CD8 TILs may facilitate the identification of tumor antigens and clarify the nature of the antigen-specific T cells to specify the promising immunotherapeutic targets in patients with NSCLC.
CD8+肿瘤浸润淋巴细胞(TILs)常在非小细胞肺癌(NSCLC)中观察到。然而,CD8 TILs 的特征,特别是针对肿瘤抗原的 T 细胞群体,仍知之甚少。
对三个手术切除的肺癌标本中的 CD8 TIL 进行高通量单细胞 RNA 测序和单细胞 T 细胞受体(TCR)测序。使用一致流形逼近和投影进行聚类的降维。研究了针对癌症/睾丸抗原 KK-LC-1 和预测的新抗原的 CD8 TIL TCR。进行差异表达基因分析、基因集富集分析(GSEA)和单个样本 GSEA 以表征抗原特异性 T 细胞。
共分析了 6998 个 CD8 T 细胞,根据其基因表达谱分为 10 个簇。鉴定出一个耗竭的 T 细胞(耗竭 T(Tex))簇,其特征是表达(CD39)、(HAVCR2)、(PD1)、(TIM3)和其他基因,以及 T 细胞寡克隆性。Tex TCR 库(Tex-TCRs)包含九个不同的 TCR 克隆型,识别包括 KK-LC-1 抗原和四个新抗原在内的五个肿瘤抗原。通过重新聚类肿瘤抗原特异性 T 细胞(n=140),可以看出,即使在同一 Tex 簇内,个体 T 细胞克隆型存在于不同分化阶段和功能状态的细胞上。用预测的同源肽刺激这些 T 细胞表明,TCR 信号强度以及随后的 T 细胞增殖和细胞因子产生是可变的,但对于新抗原总是高于 KK-LC-1。
我们的方法专注于 CD8 TIL 中具有耗竭表型的 T 细胞,可能有助于鉴定肿瘤抗原,并阐明抗原特异性 T 细胞的性质,以确定 NSCLC 患者有希望的免疫治疗靶点。