Yuan Hongyan, Zhu Xiaojing, Zhang Jiaxing, Zhang Zixin, Li Weihua, Xu Jiankai
College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China.
Medical imaging department, Shenzhen Second People's Hospital and the First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518035, China.
J Cancer. 2025 Jan 1;16(1):122-134. doi: 10.7150/jca.101046. eCollection 2025.
Autophagy is a common cellular degradation and recycling process that plays crucial roles in the development, progression, immune regulation, and prognosis of various cancers. However, a systematic assessment of the autophagy-related genes (ATGs) across cancer types is deficient. Here, a transcriptome-based pan-cancer analysis of autophagy with potential implications in prognosis and therapy response was performed. About 3 - 32 % of ATGs expressed differentially across 21 human cancers, and the autophagy-related score (ATS) based on differential ATGs could be used to predict the prognosis in 11 cancers, which was validated in multiple independent datasets. Autophagy was found to influence tumor immune microenvironment mainly by regulating tumor-infiltrating lymphocytes and myeloid-derived cells, and interactions between T cells and macrophages with lower ATS was enhanced to improve clinical outcomes by single cell analysis in bladder urothelial carcinoma (BLCA). In addition, the ATS was correlated with drug sensitivity and showed a capacity for prediction of therapy response in diverse cancers. Altogether, the results highlighted robust value of autophagy in cancer prognosis and treatment.
自噬是一种常见的细胞降解和再循环过程,在各种癌症的发生、发展、免疫调节和预后中起着关键作用。然而,目前缺乏对不同癌症类型中自噬相关基因(ATG)的系统评估。在此,我们基于转录组进行了一项泛癌自噬分析,探讨其在预后和治疗反应方面的潜在意义。约3%-32%的ATG在21种人类癌症中表达存在差异,基于差异ATG的自噬相关评分(ATS)可用于预测11种癌症的预后,这在多个独立数据集中得到了验证。通过单细胞分析发现,自噬主要通过调节肿瘤浸润淋巴细胞和髓系来源细胞来影响肿瘤免疫微环境,在膀胱尿路上皮癌(BLCA)中,ATS较低的T细胞与巨噬细胞之间的相互作用增强,从而改善临床结局。此外,ATS与药物敏感性相关,并显示出预测多种癌症治疗反应的能力。总之,这些结果突出了自噬在癌症预后和治疗中的重要价值。