Development and preliminary validation of five miRNAs for lung adenocarcinoma prognostic model associated with immune infiltration

被引:0
|
作者
Yang, Huanzhang [1 ]
Hua, Jingli [1 ]
Han, Yanxia [1 ]
Chang, Dong [1 ]
Zheng, Wenlong [1 ]
机构
[1] Fudan Univ, Shanghai Pudong Hosp, Dept Clin Lab, Pudong Med Ctr, Shanghai, Peoples R China
来源
SCIENTIFIC REPORTS | 2025年 / 15卷 / 01期
关键词
Lung adenocarcinoma; miRNA-200b-3p; Prognosis; Immune infiltration; Biomarker; MICRORNA; CANCER; BIOMARKERS; INHIBITOR; PROTEIN; SYSTEM;
D O I
10.1038/s41598-024-84128-2
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
Our aim was to investigate the potential value of immune-related miRNA signaling in predicting clinical prognosis and immunotherapy. We first identified immune-related miRNAs in lung adenocarcinoma (LUAD), and then constructed a miRNA-based risk model by lasso regression modeling. Finally, we validated our findings using RT-qPCR in serum from LUAD patients and normal patients. Weighted gene co-expression network analysis (WGCNA) was used to screen the aberrantly expressed genes associated with immune scores, and then correlation analysis and prognostic analysis were used to identify and immune-associated miRNAs, and lasso-cox regression was used to construct an immune-associated 5-miRNA model. Risk score as an independent prognostic factor could accurately predict the prognosis of LUAD patients. Immunotherapy analysis revealed that patients with low-risk scores benefited more from anti-PD-1 and CTLA-4 therapy. Experimental validation showed that only miRNA-200b-3p was significantly differentially expressed in 91 cases of clinically collected cancer tissues and normal tissue serum. We constructed a 5-miRNA model that can be used for risk stratification of LUAD patients. Targeted therapy against miRNA-200b-3p is expected to be a prospective new strategy for the clinical treatment of LUAD.
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页数:11
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