Single-cell identifies and validates human circulating Treg subtype/state Tregfci in non-small cell lung cancer

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Authors: Xuanqi Liu, Yifei Liu, Wanxin Duan, Jianming Weng, Hao Dai, Fangming Liu, Lingyan Wang, Mengjia Qian, Bijun Zhu, Shuyao Wu, Youqiong Ye, Muhan Yuan
+7 more Shaojun Hong, Mingjie Wang, Yunfeng Cheng, Tianxiang Chen, Duojiao Wu, Yuanlin Song, Xiangdong Wang
Cited by: 1
References: 49

Abstract

Regulatory T cells (Treg) play immunosuppressive roles in lung cancer and are key biomarkers in cancer immunology. Using scRNA-seq and stereo-seq, we aimed to identify a novel circulating Treg subtype in non-small cell lung cancer (NSCLC). We developed a regional overlap-expression rate (rOER) system with cell identity marker gene panels (ciMGPs) to quantify T cell subtype specificity across pre/post-operative blood, 31 diseases, and in 17 organs. A Treg subtype (Treg fci , FOXP3 + CTLA4 + IL2RA + ) was identified and validated for disease-, organ-, and time-specific characteristics across spatializations, temporalizations, diseases, and prognoses. Treg fci was prominently enriched in pre-operative blood and NSCLC tissue but markedly decreased or was absent post-operatively. Spatial transcriptome and multiplex immunostaining revealed that Treg fci localized primarily to the interface between NSCLC and normal tissues, as well as in specific micro-niches. ETS Proto-Oncogene 1 ( ETS1 ) was upregulated in Treg fci , confirmed by knockdown and knockout experiments. ETS1 facilitated Treg fci migration from circulation into tumor tissues via cancer cell-derived chemoattraction. Interactions between ETS1 and Treg fci ciMGPs, and between intracellular organelles, were found to modulate metabolism and mitochondrial function. These findings highlight the importance of Treg fci in understanding the molecular mechanism by which Tregs maintain the balance between systemic and local immune ecosystems. ETS1’s regulation of Treg fci transcriptomic and metabolic profiles were confirmed in human PBMCs treated with an ETS1 inhibitor and in lung tissues from mice ETS1-cKO mice. Furthermore, Treg fci and ETS1 represent a distinct molecular signature of T cells and potential therapeutic targets for clinical intervention in lung cancer.

Fields of Study & Subjects

Single-cell and spatial transcriptomics Cancer Immunotherapy and Biomarkers Cancer Cells and Metastasis

Publication details

Journal / source
Signal Transduction and Targeted Therapy
Publisher
Springer Science and Business Media LLC
Volume
11
Issue
1
Publication date
2 June 2026
Language
EN