Department of Dermatology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, No. 32, West Second Section, Yihuan Road, Qingyang District, Chengdu City, 610072, Sichuan Province, China.
Sci Rep. 2024 Feb 20;14(1):4183. doi: 10.1038/s41598-024-54084-y.
Melanoma is a malignant skin tumor. This study aimed to explore and assess the effect of novel biomarkers on the progression of melanoma. Differently expressed genes (DEGs) were screened from GSE3189 and GSE46517 datasets of Gene Expression Omnibus database using GEO2R. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway analyses were conducted based on the identified DEGs. Hub genes were identified and assessed using protein-protein interaction networks, principal component analysis, and receiver operating characteristic curves. Quantitative real-time polymerase chain reaction was employed to measure the mRNA expression levels. TIMER revealed the association between aldehyde dehydrogenase 2 (ALDH2) and tumor immune microenvironment. The viability, proliferation, migration, and invasion were detected by cell counting kit-8, 5-ethynyl-2'-deoxyuridine, wound healing, and transwell assays. Total 241 common DEGs were screened out from GSE3189 and GSE46517 datasets. We determined 6 hub genes with high prediction values for melanoma, which could distinguish tumor samples from normal samples. ALDH2, ADH1B, ALDH3A2, DPT, EPHX2, and GATM were down-regulated in A375 and SK-MEL-2 cells, compared with the human normal melanin cell line (PIG1 cells). ALDH2 was selected as the candidate gene in this research, presenting a high diagnostic and predictive value for melanoma. ALDH2 had a positive correlation with the infiltrating levels of immune cells in melanoma microenvironment. Overexpression of ALDH2 inhibited cell viability, proliferation, migration, and invasion of A375/SK-MEL-2 cells. ALDH2 is a new gene biomarker of melanoma, which exerts an inhibitory effect on melanoma.
黑色素瘤是一种恶性皮肤肿瘤。本研究旨在探索和评估新型生物标志物对黑色素瘤进展的影响。从基因表达综合数据库的 GEO3189 和 GSE46517 数据集使用 GEO2R 筛选差异表达基因(DEGs)。基于鉴定出的 DEGs 进行基因本体论和京都基因与基因组百科全书通路分析。使用蛋白质-蛋白质相互作用网络、主成分分析和接收者操作特征曲线来识别和评估核心基因。采用定量实时聚合酶链反应测量 mRNA 表达水平。TIMER 揭示了乙醛脱氢酶 2(ALDH2)与肿瘤免疫微环境之间的关联。通过细胞计数试剂盒-8、5-乙炔基-2'-脱氧尿苷、划痕愈合和 Transwell 测定法检测细胞活力、增殖、迁移和侵袭。从 GSE3189 和 GSE46517 数据集筛选出 241 个共同的 DEGs。我们确定了 6 个具有高预测值的黑色素瘤核心基因,可区分肿瘤样本和正常样本。与正常人黑色素细胞系(PIG1 细胞)相比,A375 和 SK-MEL-2 细胞中 ALDH2、ADH1B、ALDH3A2、DPT、EPHX2 和 GATM 下调。ALDH2 被选为本研究的候选基因,对黑色素瘤具有较高的诊断和预测价值。ALDH2 与黑色素瘤微环境中免疫细胞的浸润水平呈正相关。ALDH2 的过表达抑制了 A375/SK-MEL-2 细胞的活力、增殖、迁移和侵袭。ALDH2 是黑色素瘤的一个新基因生物标志物,对黑色素瘤具有抑制作用。