← 返回

癌症发生与耐药中自噬的全景分析

英文原题:A comprehensive landscape analysis of autophagy in cancer development and drug resistance.

查看英文原题

A comprehensive landscape analysis of autophagy in cancer development and drug resistance.

PubMed 2024/08/26(内容时间) Front Immunol Q1 · IF 7(JCR 2025)

分数与星级只用于站内排序 —— 不代表疗效、安全性或个人适用性。

研究概要

我们的研究提供了自噬相关分子和肿瘤微环境模式在癌症进展和耐药中的全面图景,并强调了药物诱导自噬在激活药物敏感性和逆转耐药方面的广阔潜力。

研究思路结论见上方概要

自噬在癌症进展和治疗耐药中发挥重要作用,而肿瘤发病机制背后的自噬以及化疗耐药出现的进一步机制仍不清楚。

在本研究中,通过单样本基因集富集分析(ssGSEA)方法,鉴定了一个包含45个自噬相关基因的列表,用于评估样本的自噬活性,并通过六个具有确认自噬表型的GEO数据集进行了验证。进一步利用该基因列表将肿瘤分为自噬评分高和评分低的亚型,并在TCGA泛癌数据集中分析了其转录组景观,包括生存分析、自噬和耐药相关基因的相关性分析、生物学功能富集、免疫和缺氧相关及基因组异质性比较。此外,我们结合多个GEO数据集和体外实验分析了乳腺癌化疗耐药中的自噬状态,以验证潜在抗癌药物逆转化疗耐药的机制,包括CCK-8细胞活力测定、RT-qPCR和免疫荧光。

45个基因列表用于识别自噬评分高和评分低的亚型,并进一步分析其多维特征。我们证明,癌症自噬状态与显著不同的预后、分子改变、生物学过程激活、免疫细胞浸润、缺氧状态以及特定突变过程相关。与评分高亚型相比,自噬评分低亚型表现出更有利的预后,这与其免疫激活特征相关,表现为高免疫细胞浸润,包括高CD8+T、Tfh、Treg、NK细胞以及肿瘤相关巨噬细胞M1/M2。自噬评分低亚型还显示出高缺氧评分,而缺氧肿瘤在不同自噬状态下表现出显著不同的预后。因此,自噬引发的“双刃剑”细胞命运可能与免疫微环境和缺氧诱导密切相关。结果表明,自噬失调参与了许多癌症及其治疗耐药,并且在五个乳腺癌GEO数据集中,自噬由耐药逆转药物反应诱导,并通过体外实验得到验证。在体外,双氢青蒿素和青蒿琥酯可通过上调LC3B和ATG7诱导自噬,从而逆转乳腺癌多柔比星耐药。

展开英文摘要原文

Autophagy plays important roles in cancer progression and therapeutic resistance, and the autophagy underlying the tumor pathogenesis and further mechanisms of chemoresistance emergence remains unknown.

In this study, via the single-sample gene set enrichment analysis (ssGSEA) method, an autophagy 45-gene list was identified to evaluate samples' autophagy activity, verified through six GEO datasets with a confirmed autophagy phenotype. It was further utilized to distinguish tumors into autophagy score-high and score-low subtypes, and analyze their transcriptome landscapes, including survival analysis, correlation analysis of autophagy- and resistance-related genes, biological functional enrichment, and immune- and hypoxia-related and genomic heterogeneity comparison, in TCGA pan-cancer datasets. Furthermore, we performed an analysis of autophagy status in breast cancer chemoresistance combined with multiple GEO datasets and in vitro experiments to validate the mechanisms of potential anticancer drugs for reversing chemoresistance, including CCK-8 cell viability assays, RT-qPCR, and immunofluorescence.

The 45-gene list was used to identify autophagy score-high and score-low subtypes and further analyze their multi-dimensional features. We demonstrated that cancer autophagy status correlated with significantly different prognoses, molecular alterations, biological process activations, immunocyte infiltrations, hypoxia statuses, and specific mutational processes. The autophagy score-low subtype displayed a more favorable prognosis compared with the score-high subtype, associated with their immune-activated features, manifested as high immunocyte infiltration, including high CD8+T, Tfh, Treg, NK cells, and tumor-associated macrophages M1/M2. The autophagy score-low subtype also showed a high hypoxia score, and hypoxic tumors showed a significantly differential prognosis in different autophagy statuses. Therefore, "double-edged" cell fates triggered by autophagy might be closely correlated with the immune microenvironment and hypoxia induction. Results demonstrated that dysregulated autophagy was involved in many cancers and their therapeutic resistance and that the autophagy was induced by the resistance-reversing drug response, in five breast cancer GEO datasets and validated by in vitro experiments. In vitro , dihydroartemisinin and artesunate could reverse breast cancer doxorubicin resistance, through inducing autophagy via upregulating LC3B and ATG7.

Our study provided a comprehensive landscape of the autophagy-related molecular and tumor microenvironment patterns for cancer progression and resistance, and highlighted the promising potential of drug-induced autophagy in the activation of drug sensitivity and reversal of resistance.

论文信息

作者
Li Y、Yin Y、Zhang T、Wang J、Guo Z、Li Y、Zhao Y、Qin R
单位
Department of Clinical Laboratories, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.China
文献类型
非美国政府资助研究
期刊
Frontiers in immunology2024
原文标识
PubMed 39253092 · DOI 10.3389/fimmu.2024.1412781