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Exposure to Tobacco Smoking Induces a subset of Activated Tumor-resident Tregs in Non-Small Cell Lung Cancer
Authors:Yudi Hu  Chaoqun Xu  Jun Ren  Yuanyuan Zeng  Fengyang Cao  Hongkun Fang  Guo Jintao  Ying Zhou  Qiyuan Li
Affiliation:aNational Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, 361102, China;bDepartment of hematology, School of Medicine, Xiamen University, Xiamen, 361102, China;cDepartment of Pediatrics, The First Affiliated Hospital of Xiamen University, Xiamen, 361102, China;dSchool of Informatics, Xiamen University, Xiamen, 361105, China
Abstract:
Tobacco smoking is the major cause of non-small-cell-lung cancer (NSCLC). However, it is barely known how smoking impact the tumor immune environment (TIME) of lung cancer.We integrated single-cell RNA-seq and bulk RNA-seq data from several studies to systematically study the impact of smoking on T cells in treatment naïve NSCLC patients. We defined a set of smoking-induced differentially expressed genes (SIDEGs) in different cells in TIME.. Specifically, we defined a smoking-related tumor-specific Treg subset, ADAM12+ CTLA4+ Tregs according to the trajectory analysis and highly express genes in cell adhesion pathways and lipid metabolism. Using independent datasets from treatment naïve patients, we found that the fraction of ADAM12+ CTLA4+ Tregs are significantly increased in patients with smoking history. Moreover, the fraction of ADAM12+ CTLA4+ Tregs are positively correlated with the fraction of exhausted T cells. Additionally, we reconstructed the spatial organization of the tumor immune microenvironment and found that ADAM12+ CTLA4+ Tregs more actively communicate with LAYN+CD8+ exhausted T cells compared with ADAM12CTLA4+ Tregs.Our data demonstrate that smoking induced a unique subset of tumor-specific activated Tregs which interact with exhausted T cells in the TIME. Our findings not only explained how smoking impact the TIME but also provide new targets and biomarkers for precision immunotherapy of lung cancer.
Keywords:Lung cancer   Single cell   Tumor immune microenvironment   Smoking   Treg
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