NR5A2 gene affects the overall survival of LUAD patients by regulating the activity of CSCs through SNP pathway by OCLR algorithm and immune score

被引:36
作者
Wu, Liusheng [1 ,2 ,3 ]
Chen, Xiaofan [5 ]
Zeng, Qi [6 ]
Lai, Zelin [7 ]
Fan, Zhengyang [4 ]
Ruan, Xin [3 ]
Li, Xiaoqiang [3 ]
Yan, Jun [1 ,8 ]
机构
[1] Tsinghua Univ, Sch Med, Beijing 100084, Peoples R China
[2] Natl Univ Singapore, Yong Loo Lin Sch Med, Singapore 119077, Singapore
[3] Peking Univ, Shenzhen Hosp, Dept Thorac Surg, Shenzhen 518036, Guangdong, Peoples R China
[4] Xinjiang Med Univ, Dept Grad Sch, Urumqi 830011, Xinjiang, Peoples R China
[5] Fujian Med Univ, Sanming Hosp 1, Dept Tradit Chinese Med, Sanming 365000, Peoples R China
[6] Fujian Normal Univ, Union Coll, Dept Informat Technol, Fuzhou 350116, Peoples R China
[7] Liaoning Normal Univ, Sch Math, Dept Informat & Computat Sci, Dalian 116029, Liaoning, Peoples R China
[8] Tsinghua Univ, Sch Clin Med, Beijing Tsinghua Changgung Hosp, Ctr Hepatobiliary Pancreat Dis, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Single nucleotide polymorphism; Cancer stem cell; Prognostic evaluation; Bioinformatics analysis; CANCER STEM-CELLS; PANCREATIC-CANCER; TUMOR-GROWTH; LUNG-CANCER; DIFFERENTIATION; INFLAMMATION; RESISTANCE; LIVER;
D O I
10.1016/j.heliyon.2024.e28282
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
Objective: Differentially expressed genes (DEGs) in lung adenocarcinoma (LUAD) tumor stem cells were screened, and the biological characteristics of NR5A2 gene were investigated. Methods: The expression and prognosis of NR5A2 in human LUAD were predicted and analyzed through bioinformatics analysis from a human cancer database. Gene expression and clinical data of LUAD tumor and normal lung tissues were obtained from The Cancer Genome Atlas (TCGA) database, and DEGs associated with lung cancer tumor stem cells (CSCs) were screened. Univariate and multivariate Cox regression models were used to screen and establish prognostic risk prediction models. The immune function of the patients was scored according to the model, and the relative immune functions of the high- and low -risk groups were compared to determine the difference in survival prognosis between the two groups. In addition, we calculated the index of stemness based on the transcriptome of the samples using one -class linear regression (OCLR). Results: Bioinformatics analysis of a clinical cancer database showed that NR5A2 was significantly decreased in human LUAD tissues than in normal lung tissues, and the decrease in NR5A2 gene expression shortened the overall survival and progression -free survival of patients with LUAD. Conclusion: The NR5A2 gene may regulate LUAD tumor stem cells through selective splicing mutations, thereby affecting the survival and prognosis of patients with lung cancer, and the NR5A2 gene may regulate CSCs through single nucleotide polymorphism.
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页数:13
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