JOURNAL ARTICLE

Identification of prognostic indicator based on hypoxia-related lncRNAs analysis in lung adenocarcinoma

Jiaojiao ZhangBlessed KondoweHui ZhangXinming XieQiang SongBo GuoJin Shang

Year: 2024 Journal:   Malawi Medical Journal Vol: 36 (3)Pages: 170-178   Publisher: University of Malawi College of Medicine

Abstract

Introduction There were no systematic studies about hypoxia-related long noncoding RNAs (lncRNAs) signatures to predict the survival of patients with lung adenocarcinoma (LUAD). Setting up matching hypoxia-related lncRNA signatures was necessary.ObjectiveThis study aimed to establish hypoxia-related lncRNAs signatures and to seek new biomarkers to predict the prognosis of the patients with lung adenocarcinoma.MethodologyThe Cancer Genome Atlas (TCGA) database provided the expression profiles of lncRNAs that includes 535 lung adenocarcinoma samples. The coexpression network of lncRNAs and hypoxia-related different expression genes (DEGs) was utilized to select hypoxia-related lncRNAs. The lncRNAs were further screened using univariate Cox regression. In addition, Lasso regression and multivariate Cox regression were used to develop a hypoxia-related lncRNAs signature. A risk score based on the signature was established, and Cox regression was used to test if it was an independent prognostic factor.Results Nine prognostic hypoxia-related lncRNAs (LINC01150, AC010980.2, AL606489.1, AL034397.3, LINC00460, LINC02081, FAM83A-AS1, AL365181.2, and AC026355.1) were identified to be significantly different, which made up a hypoxia-related lncRNAs signature. The high-risk group had shorter OS compared with the low-risk group (P = 3.329e − 09, log-rank test). A risk score based on the signature was a significantly independent factor for the patients with LUAD (HR = 1.449, 95% CI = 1.312 − 1.602, P < 0.001). Conclusion The nine hypoxia-related lncRNAs and their signature might be molecular biomarkers and therapeutic targets for the patients with LUAD.

Keywords:
Medicine Proportional hazards model Hypoxia (environmental) Adenocarcinoma Oncology Lung cancer Internal medicine Survival analysis Bioinformatics Cancer Biology

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Topics

Cancer-related molecular mechanisms research
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Cancer Research
RNA modifications and cancer
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology
Genomics and Phylogenetic Studies
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Molecular Biology
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