Cancer essential genes stratified lung adenocarcinoma patients with distinct survival outcomes and identified a subgroup from the terminal respiratory unit type with different proliferative signatures in multiple cohorts

Kuo Hao Ho, Tzu Wen Huang, Ann Jeng Liu, Chwen Ming Shih, Ku Chung Chen

研究成果: 雜誌貢獻文章同行評審

摘要

Background: Heterogeneous features of lung adenocarcinoma (LUAD) are used to stratify patients into terminal respiratory unit (TRU), proximal‐proliferative (PP), and proximal‐inflamma-tory (PI) subtypes. A more‐accurate subtype classification would be helpful for future personalized medicine. However, these stratifications are based on genes with variant expression levels without considering their tumor‐promoting roles. We attempted to identify cancer essential genes for LUAD stratification and their clinical and biological differences. Methods: Essential genes in LUAD were identified using genome‐scale CRIPSR screening of RNA sequencing data from Project Achilles and The Cancer Genome Atlas (TCGA). Patients were stratified using consensus clustering. Survival outcomes, genomic alterations, signaling activities, and immune profiles within clusters were in-vestigated using other independent cohorts. Findings: Thirty‐six genes were identified as essential to LUAD, and there were used for stratification. Essential gene‐classified clusters exhibited distinct survival rates and proliferation signatures across six cohorts. The cluster with the worst prognosis exhibited TP53 mutations, high E2F target activities, and high tumor mutation burdens, and har-bored tumors vulnerable to topoisomerase I and poly(ADP ribose) polymerase inhibitors. TRU‐type patients could be divided into clinically and molecularly different subgroups based on these essential genes. Conclusions: Our study showed that essential genes to LUAD not only defined patients with different survival rates, but also refined preexisting subtypes.
原文英語
文章編號2128
期刊Cancers
13
發行號9
DOIs
出版狀態已發佈 - 五月 1 2021

ASJC Scopus subject areas

  • 腫瘤科
  • 癌症研究

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