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单细胞分析浸润 T 细胞鉴定胆囊癌免疫治疗新靶点。

Single-cell characterization of infiltrating T cells identifies novel targets for gallbladder cancer immunotherapy.

机构信息

Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, Shanghai, 200092, China; Shanghai Research Center of Biliary Tract Disease, Shanghai, 200092, China.

Institute of Artificial Intelligence, Donghua University, Shanghai, 201620, China; Key Laboratory of Symbolic Computation and knowledge Engineering of Ministry of Education, Jilin University, Changchun, 130022, China.

出版信息

Cancer Lett. 2024 Apr 1;586:216675. doi: 10.1016/j.canlet.2024.216675. Epub 2024 Jan 25.

Abstract

Gallbladder cancer (GBC) is among the most common malignancies of biliary tract system due to its limited treatments. The immunotherapeutic targets for T cells are appealing, however, heterogeneity of T cells hinds its further development. We systematically construct T cell atlas by single-cell RNA sequencing; and utilized the identified gene signatures of high_CNV_T cells to predict molecular subtyping towards personalized therapeutic treatments for GBC. We identified 12 T cell subtypes, where exhausted CD8 T cells, activated/exhausted CD8 T cells, and regulatory T cells were predominant in tumors. There appeared to be an inverse relationship between Th17 and Treg populations with Th17 levels significantly reduced, whereas Tregs were concomitantly increased. Furthermore, we first established subtyping criterion to identify three subtypes of GBC based on their pro-tumorigenic microenvironments, e.g., the type 1 group shows more M2 macrophages infiltration, while the type 2 group is infiltrated by highly exhausted CD8 T cells, B cells and Tregs with suppressive activities. Our study provides valuable insights into T cell heterogeneity and suggests that molecular subtyping based on T cells might provide a potential immunotherapeutic strategy to improve GBC treatment.

摘要

胆囊癌(GBC)是胆道系统最常见的恶性肿瘤之一,由于其治疗方法有限。T 细胞的免疫治疗靶点很有吸引力,然而 T 细胞的异质性阻碍了其进一步发展。我们通过单细胞 RNA 测序系统地构建 T 细胞图谱;并利用高_CNV_T 细胞的鉴定基因特征,预测 GBC 的分子亚型,以实现个性化治疗。我们鉴定了 12 种 T 细胞亚型,其中耗竭的 CD8 T 细胞、激活/耗竭的 CD8 T 细胞和调节性 T 细胞在肿瘤中占主导地位。Th17 和 Treg 群体之间似乎存在一种反向关系,Th17 水平显著降低,而 Treg 则同时增加。此外,我们首次建立了基于促肿瘤微环境的 GBC 三种亚型的分型标准,例如,1 型组显示更多的 M2 巨噬细胞浸润,而 2 型组则浸润有高度耗竭的 CD8 T 细胞、B 细胞和具有抑制活性的 Treg。我们的研究提供了对 T 细胞异质性的有价值的见解,并表明基于 T 细胞的分子亚型可能为改善 GBC 治疗提供一种潜在的免疫治疗策略。

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