Prognostic markers of ferroptosis-related long non-coding RNA in lung adenocarcinomas

被引:3
|
作者
Mao, Kaimin [1 ]
Tang, Ri [1 ]
Wu, Yali [2 ]
Zhang, Zhiyun [1 ]
Gao, Yuan [1 ]
Huang, Huijing [3 ]
机构
[1] Shanghai Jiao Tong Univ, Renji Hosp, Sch Med, Dept Crit Care Med, Shanghai, Peoples R China
[2] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Resp & Crit Care Med,NHC Key Lab Pulm Dis, Wuhan, Peoples R China
[3] Fudan Univ, Zhongshan Hosp, Dept Rheumatol, Shanghai, Peoples R China
关键词
ferroptosis; lncRNA; lung adenocarcinoma; risk scores model; immunotherapy; CANCER; LNCRNA; PROMOTES; IDENTIFICATION;
D O I
10.3389/fgene.2023.1118273
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Ferroptosis is a recently established type of iron-dependent programmed cell death. Growing studies have focused on the function of ferroptosis in cancers, including lung adenocarcinoma (LUAD). However, the factors involved in the regulation of ferroptosis-related genes are not fully understood. In this study, we collected data from lung adenocarcinoma datasets of the Cancer Genome Atlas (TCGA-LUAD). The expression profiles of 60 ferroptosis-related genes were screened, and two differentially expressed ferroptosis subtypes were identified. We found the two ferroptosis subtypes can predict clinical outcomes and therapeutic responses in LUAD patients. Furthermore, key long non-coding RNAs (lncRNAs) were screened by single factor Cox and least absolute shrinkage and selection operator (LASSO) based on which co-expressed with the 60 ferroptosis-related genes. We then established a risk score model which included 13 LUAD ferroptosis-related lncRNAs with a multi-factor Cox regression. The risk score model showed a good performance in evaluating the outcome of LUAD. What's more, we divided TCGA-LUAD tumor samples into two groups with high- and low-risk scores and further explored the differences in clinical characteristics, tumor mutation burden, and tumor immune cell infiltration among different LUAD tumor risk score groups and evaluate the predictive ability of risk score for immunotherapy benefit. Our findings provide good support for immunotherapy in LUAD in the future.
引用
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页数:18
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