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单细胞测序分析 CD8 TILs 揭示了 NSCLC 中识别新抗原和肿瘤/睾丸抗原的衰竭 T 细胞的本质。

Single-cell sequencing on CD8 TILs revealed the nature of exhausted T cells recognizing neoantigen and cancer/testis antigen in non-small cell lung cancer.

机构信息

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.

出版信息

J Immunother Cancer. 2023 Aug;11(8). doi: 10.1136/jitc-2023-007180.

Abstract

BACKGROUND

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.

METHODS

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.

RESULTS

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.

CONCLUSIONS

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.

摘要

背景

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。

方法

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。

结果

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。

结论

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2115/10407349/f0f3f9abd0e9/jitc-2023-007180f01.jpg

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