Suppr超能文献

结直肠癌中具有不同肿瘤微环境特征的铁死亡相关分子分类。

Ferroptosis-associated molecular classification characterized by distinct tumor microenvironment profiles in colorectal cancer.

机构信息

Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.

Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.

出版信息

Int J Biol Sci. 2022 Feb 7;18(5):1773-1794. doi: 10.7150/ijbs.69808. eCollection 2022.

Abstract

Ferroptosis is a non-apoptotic form of cell death recognized in recent years. Nonetheless, the potential role of ferroptosis-associated genes in immune regulation and tumor microenvironment formation remains unknown. In this study, we characterized the ferroptosis-associated patterns of colorectal cancer through integrative analyses of multiple datasets with transcriptomics, genomics, and single-cell transcriptome profiling. Three distinct ferroptosis-associated clusters (FAC1, FAC2 and FAC3) were identified from 1251 CRC bulk samples, which were associated with different clinical outcomes and biological pathways. The TME characterization revealed that the three patterns were highly consistent with known immune profiles: immune-desert (FAC1), immune-inflamed (FAC2) and immune-excluded (FAC3), respectively. Ferroptosis-associated immune and stromal-activated genes were obtained and characterized by corresponding function in CRC tumorigenesis. Further single-cell analyses identified the ferroptosis-associated immune responding tumor cells and ferroptosis-associated stromal cells infiltration pattern. Based on the Fersig score, which was extracted from the ferroptosis phenotype-related signature, patients with lower Fersig score were characterized by prolonged survival time and effective immune responses. Collectively, we uncovered the ferroptosis-associated patterns associated with TME diversity and immune response phenotype. The Fersig we constructed could be the potential therapeutic target genes to improve the efficacy of patients' immunotherapy. The Fersig scoring scheme could enhance the understanding of TME infiltration associated with ferroptosis and prediction of immunotherapy efficacy.

摘要

铁死亡是近年来发现的一种非细胞凋亡形式的细胞死亡。然而,铁死亡相关基因在免疫调节和肿瘤微环境形成中的潜在作用尚不清楚。在这项研究中,我们通过整合转录组学、基因组学和单细胞转录组谱分析的多个数据集,对结直肠癌的铁死亡相关模式进行了特征描述。从 1251 个 CRC 批量样本中鉴定出三个不同的铁死亡相关簇(FAC1、FAC2 和 FAC3),它们与不同的临床结果和生物学途径相关。TME 特征表明,这三种模式与已知的免疫图谱高度一致:免疫荒漠型(FAC1)、免疫炎症型(FAC2)和免疫排斥型(FAC3)。获得了与铁死亡相关的免疫和基质激活基因,并通过相应的功能在 CRC 肿瘤发生中进行了特征描述。进一步的单细胞分析鉴定了铁死亡相关的免疫应答肿瘤细胞和铁死亡相关的基质细胞浸润模式。基于从铁死亡表型相关特征中提取的 Fersig 评分,Fersig 评分较低的患者具有更长的生存时间和有效的免疫反应。总之,我们揭示了与 TME 多样性和免疫反应表型相关的铁死亡相关模式。我们构建的 Fersig 评分可能是改善患者免疫治疗效果的潜在治疗靶点基因。Fersig 评分方案可以增强对与铁死亡相关的 TME 浸润的理解和对免疫治疗效果的预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/07b7/8935236/2096b6e8fa6f/ijbsv18p1773g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验