亚型
三苯氧胺
下游(制造业)
乳腺癌
癌症研究
抗性(生态学)
肿瘤科
内科学
化学
生物
癌症
医学
计算机科学
业务
生态学
营销
程序设计语言
作者
Sainan Liu,Zhuoshuai Liang,Yujian Wang,Yaxuan Ren,Yulu Gu,Yichun Qiao,Huan He,Yong Li,Yi Cheng,Yawen Liu
标识
DOI:10.1002/biot.202300560
摘要
Abstract Tamoxifen (TAM) resistance is finally developed in over 40% of patients with estrogen receptor α‐positive breast cancer (ERα + ‐BC), documenting that discovering new molecular subtype is needed to confer perception to the heterogeneity of ERα + ‐BC. We obtained representative gene sets subtyping ERα + ‐BC using gene set variation analysis (GSVA), non‐negative matrix factorization (NMF), and COX regression methods on the basis of METABRIC, TCGA, and GEO databases. Furthermore, the risk score of ERα + ‐BC subtyping was established using least absolute shrinkage and selection operator (LASSO) regression on the basis of genes in the representative gene sets, thereby generating the two subtypes of ERα + ‐BC. We further found that minichromosome maintenance complex component 2 ( MCM2 ) functioned as the hub gene subtyping ERα + ‐BC using GO, KEGG, and MCODE. MCM2 expression was capable for specifically predicting 1‐year overall survival (OS) of ERα + ‐BC and correlated with T stage, AJCC stage, and tamoxifen (TAM) sensitivity of ERα + ‐BC. The downregulation of MCM2 expression inhibited proliferation, migration, and invasion of TAM‐resistant cells and promoted G0/G1 arrest. Altogether, tamoxifen resistance entails that MCM2 is a hub gene subtyping ERα + ‐BC, providing a novel dimension for discovering a potential target of TAM‐resistant BC.
科研通智能强力驱动
Strongly Powered by AbleSci AI