Novel prognostic signature for lung adenocarcinoma based on immune-related mRNA pairs

被引:1
|
作者
Yue, Jiawei [1 ]
Guo, Hui [2 ]
Ma, Jinhong [2 ]
Shi, Weifeng [2 ]
Wu, Yumin [2 ,3 ]
机构
[1] Soochow Univ, Affiliated Hosp 3, Dept Orthopaed, Changzhou 213003, Jiangsu, Peoples R China
[2] Soochow Univ, Affiliated Hosp 3, Dept Lab Med, Changzhou 213003, Jiangsu, Peoples R China
[3] Inst Nano & Soft Mat FUNSOM, Coll Nano Sci &Technol CNST, Jiangsu Key Lab Carbon Based Funct Mat & Devices, Suzhou 215123, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Immune-related mRNA; Lung adenocarcinoma; Survival prognosis; Risk model; MICROSATELLITE INSTABILITY; CANCER; RECURRENCE; OUTCOMES; PROGRESS;
D O I
10.1016/j.heliyon.2024.e24397
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
Lung adenocarcinoma (LUAD) is a highly lethal malignant tumor. While the involvement of multiple mRNAs in the progression of LUAD is well established, the potential diagnostic value of immune-related mRNAs (irmRNAs) in LUAD remains largely unexplored. In this study, we utilized RNA-seq, clinical data, and immune-related gene information from LUAD patients to identify differentially expressed immune-related mRNAs (DEirmRNAs) and developed a predictive risk model based on specific DEirmRNA pairs closely linked with patient prognosis. We classified patients into high-risk and low-risk groups and analyzed factors such as survival rate, clinical characteristics, gene enrichment, immune cell infiltration, tumor mutation load, and drug susceptibility. We confirmed the expression levels of these DEirmRNAs in tumor tissues using qRT-PCR assay. Our results showed that the low-risk group had a longer survival time and lower tumor mutation burden (TMB) and microsatellite instability (MSI) compared to the high-risk group. The high-risk group also had a significant reduction in the number of certain immune cells and a lower half-maximum inhibitor concentration (IC50). We identified specific DEirmRNA pairs that were up-regulated or down-regulated in tumor tissues compared to adjacent tissues. Our prognostic risk model based on DEirmRNA pairs could be used to predict the prognosis of LUAD patients and provide reference for better treatment.
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页数:13
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