The hypoxia-associated genes in immune infiltration and treatment options of lung adenocarcinoma

被引:2
作者
Liu, Liu [1 ]
Han, Lina [1 ]
Dong, Lei [1 ]
He, Zihao [1 ]
Gao, Kai [1 ]
Chen, Xu [1 ]
Guo, Jin-Cheng [1 ]
Zhao, Yi [1 ,2 ]
机构
[1] Beijing Univ Chinese Med, Sch Tradit Chinese Med, Beijing, Peoples R China
[2] Chinese Acad Sci, Inst Comp Technol, Res Ctr Ubiquitous Comp Syst CUbiCS, Beijing, Peoples R China
来源
PEERJ | 2023年 / 11卷
基金
中国国家自然科学基金;
关键词
Hypoxia; Lung adenocarcinoma; Unsupervised clustering; Prognostic; Immunotherapy; INDUCIBLE FACTORS; TUMOR HYPOXIA; CANCER; CELLS; METASTASIS; PHOSPHORYLATION; PROGNOSIS; HALLMARKS; MUTATION; GROWTH;
D O I
10.7717/peerj.15621
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background. Lung adenocarcinoma (LUAD) is a common lung cancer with a poor prognosis under standard chemotherapy. Hypoxia is a crucial factor in the development of solid tumors, and hypoxia-related genes (HRGs) are closely associated with the proliferation of LUAD cells. Methods. In this study, LUAD HRGs were screened, and bioinformatics analysis and experimental validation were conducted. The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) databases were used to gather LUAD RNA-seq data and accompanying clinical information. LUAD subtypes were identified by unsupervised cluster analysis, and immune infiltration analysis of subtypes was conducted by GSVA and ssGSEA. Cox regression and LASSO regression analyses were used to obtain prognosis-related HRGs. Prognostic analysis was used to evaluate HRGs. Differences in enrichment pathways and immunotherapy were observed between risk groups based on GSEA and the TIDE method. Finally, RT-PCR and in vitro experiments were used to confirm prognosis-related HRG expression in LUAD cells. Results. Two hypoxia-associated subtypes of LUAD were distinguished, demonstrating significant differences in prognostic analysis and immunological characteristics between subtypes. A prognostic model based on six HRGs (HK1, PDK3, PFKL, SLC2A1, STC1, and XPNPEP1) was developed for LUAD. HK1, SLC2A1, STC1, and XPNPEP1 were found to be risk factors for LUAD. PDK3 and PFKL were protective factors in LUAD patients. Conclusion. This study demonstrates the effect of hypoxia-associated genes on immune infiltration in LUAD and provides options for immunotherapy and therapeutic strategies in LUAD.
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页数:29
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