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多组学分析在携带/的肺腺癌中鉴定出具有临床相关性的不同亚型。

Multi-omics analysis identifies distinct subtypes with clinical relevance in lung adenocarcinoma harboring /.

作者信息

Yang Xiaodong, Li Ming, Chen Zhencong, Fan Xiaobin, Guo Liang, Jin Bo, Huang Yiwei, Wang Qun, Wu Liang, Zhan Cheng

机构信息

Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University, Shanghai, China.

Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.

出版信息

J Cancer. 2022 Feb 28;13(5):1512-1522. doi: 10.7150/jca.66241. eCollection 2022.

Abstract

Lung adenocarcinoma is one of the most common malignant tumors, in which - pathway is altered frequently. The biological features and intrinsic heterogeneities of /-mutant lung adenocarcinoma remain unclear. Multiplatform data from The Cancer Genome Atlas (TCGA) were acquired to identify two subtypes of lung adenocarcinoma harboring / mutations. Bioinformatic analyses, including immune microenvironment, methylation level and mutational signature, were performed to characterize the intrinsic heterogeneities. Meanwhile, initial results were validated by using in silico assessment of common lung adenocarcinoma cell lines, which revealed consistent features of mutant subtypes. Furthermore, drug sensitivity screening was conducted based on public datasets. Two mutant subtypes (P1 and P2) of 89 patients were identified in TCGA. P2 patients had significantly higher levels of smoking and worse survival compared with P1 patients. The P2 subset was characterized by active immune microenvironment and more smoking-induced genomic alterations with respect to methylation and somatic mutations. Validations of the corresponding features in 20 mutant cell lines were achieved. Several compounds which were sensitive to mutant subtypes of lung adenocarcinoma were identified, such as inhibitors of and signaling pathways. /mutant lung adenocarcinoma showed potential heterogeneities. The intrinsic heterogeneities of / were associated with immune microenvironment and smoking-related genomic aberrations.

摘要

肺腺癌是最常见的恶性肿瘤之一,其中-通路经常发生改变。/-突变型肺腺癌的生物学特征和内在异质性仍不清楚。获取了来自癌症基因组图谱(TCGA)的多平台数据,以识别携带/突变的肺腺癌的两种亚型。进行了包括免疫微环境、甲基化水平和突变特征在内的生物信息学分析,以表征内在异质性。同时,通过对常见肺腺癌细胞系的计算机评估验证了初步结果,该评估揭示了突变亚型的一致特征。此外,基于公共数据集进行了药物敏感性筛选。在TCGA中鉴定出89例患者的两种突变亚型(P1和P2)。与P1患者相比,P2患者的吸烟水平显著更高,生存率更差。P2亚组的特征是免疫微环境活跃,在甲基化和体细胞突变方面有更多吸烟诱导的基因组改变。在20个突变细胞系中验证了相应特征。鉴定出了几种对肺腺癌突变亚型敏感的化合物,如和信号通路的抑制剂。/-突变型肺腺癌显示出潜在的异质性。/的内在异质性与免疫微环境和吸烟相关的基因组畸变有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a60/8965119/4fd74c6c447f/jcav13p1512g001.jpg

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