免疫疗法
CD8型
肿瘤微环境
肺癌
生物
渗透(HVAC)
癌症研究
细胞
人口
免疫学
医学
免疫系统
肿瘤科
遗传学
物理
环境卫生
热力学
作者
Xinnan Hu,Yonghui Wu,Sheng Wang,Fujun Yang,Lingyun Ye,Feng Chen,Xiao Song,Ping Wei
摘要
Abstract Background Immunotherapy represents a groundbreaking and monumental achievement in the field of cancer therapy, marking a significant advancement in fighting against this devastating disease. Lung cancer has showed consistent clinical improvements in response to immunotherapy treatments, yet, it is undeniable that challenges such as limited response rates acquire resistance, and the unclear fundamental mechanisms were inevitable problems. Methods The cellular composition was defined and distinguished through single‐cell RNA sequencing (scRNA‐seq) analysis of MPR (major pathologic response) and NMPR (non‐major pathologic response) samples in GSE207422, including four primary MPR samples and eight primary NMPR samples. Results We found obvious difference in CD8+ T cell population between MPR and NMPR samples, with high expression of TYMS, RRM2, and BIRC5 in NPMR samples. Meanwhile, the proportion of macrophages and tumor epithelial cells infiltration increased in the NMPR samples. We discovered biomarkers (ACTN4, ATF3, BRD2, CDKN1A, and CHMP4B) in epithelial cells which were potentially represented worse outcomes. Conclusions By exploring the difference of tumor microenvironment (TME) in samples with different corresponding degrees of neoadjuvant immunotherapy, this research introduces a number of novel biomarkers for predicting the response of treatment and a theoretical basis for overcoming immunotherapy resistance.
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