Application of TRIM58 Gene Methylation-Based Minimal Residual Disease Assays in Non-Small Cell Lung Cancer for Prognosis Prediction and Treatment Decision.

IF 1 4区 医学 Q4 MEDICAL LABORATORY TECHNOLOGY Annals of clinical and laboratory science Pub Date : 2024-11-01
Zishan Wang, Wentao Hu, Jianguang Shi, Chenwei Li, Jing Guo
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Abstract

Objective: To identify key genes associated with the prognosis of non-small cell lung cancer (NSCLC) through bioinformatics analysis and experimental validation, exploring the expression of the TRIM58 gene and its potential effect as a tumor suppressor.

Methods: In this study, differentially expressed genes (DEGs) and differentially methylated genes (DMGs) related to lung adenocarcinoma and lung squamous cell carcinoma were selected from the TCGA dataset, with the Limma package in R software used for further filtering and intersection, followed by the assessment of the relationship between these genes and NSCLC prognosis using log-rank tests and univariate Cox regression analysis. Meanwhile, six clinical NSCLC cancer and adjacent tissue samples were collected, along with the detection of TRIM58 mRNA and protein levels using RT-PCR and Western blot.

Results: The study found that low expression of TRIM58 was significantly associated with poor prognosis in NSCLC patients, while experimental data suggested that the mRNA and protein expression levels of TRIM58 in NSCLC cancer tissues were significantly lower than those in adjacent normal tissues.

Conclusion: This study indicates that low expression of TRIM58 may serve as a marker for poor prognosis in NSCLC patients. The low expression of TRIM58 and its promoter methylation state may be used for detecting minimal residual disease (MRD), providing new insights into early diagnosis and prognostic assessments and aiding in formulating individualized treatment strategies. Additionally, future research should increase the sample size and intensively explore the functional mechanisms of TRIM58 so as to validate its clinical application value.

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基于TRIM58基因甲基化的微小残留病检测在非小细胞肺癌预后预测和治疗决策中的应用
目的:通过生物信息学分析和实验验证,鉴定与非小细胞肺癌(NSCLC)预后相关的关键基因,探讨TRIM58基因的表达及其作为肿瘤抑制因子的潜在作用。方法:本研究从TCGA数据集中筛选出与肺腺癌和肺鳞状细胞癌相关的差异表达基因(DEGs)和差异甲基化基因(DMGs),利用R软件中的Limma软件包进行进一步筛选和交叉,利用log-rank检验和单变量Cox回归分析评估这些基因与NSCLC预后的关系。同时收集6例临床NSCLC肿瘤及癌旁组织样本,采用RT-PCR和Western blot检测TRIM58 mRNA及蛋白水平。结果:本研究发现TRIM58的低表达与NSCLC患者预后不良显著相关,而实验数据显示TRIM58在NSCLC癌组织中的mRNA和蛋白表达水平明显低于癌旁正常组织。结论:本研究提示TRIM58的低表达可能是NSCLC患者预后不良的一个标志。TRIM58的低表达及其启动子甲基化状态可能用于检测微小残留病(MRD),为早期诊断和预后评估提供新的见解,并有助于制定个性化的治疗策略。未来的研究还需要增加样本量,深入探索TRIM58的作用机制,验证其临床应用价值。
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来源期刊
Annals of clinical and laboratory science
Annals of clinical and laboratory science 医学-医学实验技术
CiteScore
1.60
自引率
0.00%
发文量
112
审稿时长
6-12 weeks
期刊介绍: The Annals of Clinical & Laboratory Science welcomes manuscripts that report research in clinical science, including pathology, clinical chemistry, biotechnology, molecular biology, cytogenetics, microbiology, immunology, hematology, transfusion medicine, organ and tissue transplantation, therapeutics, toxicology, and clinical informatics.
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