mIR-99a-5p and mIR-148a-3p as Candidate Molecular Biomarkers for the Survival of Lung Cancer Patients

Q4 Agricultural and Biological Sciences
Muhammad-Redha Abdullah-Zawawi, Mira-Farzana Mohamad-Mokhtar, S. Syafruddin, Fateen Farhana Ibrahim, I. Mohamed Rose, R. Harun, N. A. Abdul Murad
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Abstract

MicroRNA (miRNA) has emerged as a promising biomarker for improving the current state of an early lung cancer diagnosis. Multiple studies have reported that circulating miRNAs are usually combined in a single panel in determining the risk of lung cancer. In this study, we sought to identify the potential miRNAs as biomarkers for the survival of lung cancer patients. The microarray analysis was performed on the isolated miRNA samples of formalin-fixed lung cancer tissues from Malaysian populations. The correlation between miRNA expression and lung adenocarcinoma (LUAD) patient survival was predicted using TGGA data, followed by extensive in silico analyses, including miRNA target gene identification, protein-protein interaction (PPI) network construction, subnetwork (SN) detection, functional enrichment analysis, gene-disease associations, and survival analysis in advanced-stage LUAD. Overall, two promising miR-99a-5pand miR-148a-3p were upregulated in the patients with good survival. We found that 64 miR-99a-5p and 95 miR-148a-3ptarget genes were associated with poor prognosis and highly participated in cancer-associated processes, such as apoptosis, mRNA transport and cell-cell adhesion. The density score of 4.667, 3.333, and 3.000 in respective SN1, SN2, and SN3 showed the significant subnetworks of constructed PPI leading to the identification of 17 targets, of which ~79% of them involved in neoplastic diseases. Four high-confidence target genes (SUDS3, TOMM22, KPNA4, and HMGB1) were associated with worse overall survival in LUAD patients, implying their critical roles in LUAD pathogenesis. These findings shed additional light on the roles of miR-99a-5p and miR-148a-3p as potential biomarkers for LUAD survival.
mIR-99a-5p和mIR-148a-3p作为肺癌患者生存的候选分子生物标志物
MicroRNA (miRNA)已成为改善肺癌早期诊断现状的一种有前景的生物标志物。多项研究报道,循环mirna通常结合在一个单一的小组中,以确定肺癌的风险。在这项研究中,我们试图确定潜在的mirna作为肺癌患者生存的生物标志物。对来自马来西亚人群的福尔马林固定肺癌组织的分离miRNA样本进行了微阵列分析。使用TGGA数据预测miRNA表达与肺腺癌(LUAD)患者生存之间的相关性,随后进行广泛的计算机分析,包括miRNA靶基因鉴定、蛋白-蛋白相互作用(PPI)网络构建、子网络(SN)检测、功能富集分析、基因-疾病关联以及晚期LUAD的生存分析。总体而言,两种有希望的miR-99a-5pand miR-148a-3p在生存率较好的患者中上调。我们发现64个miR-99a-5p和95个mir -148a- 3p靶基因与不良预后相关,并高度参与癌症相关过程,如凋亡、mRNA转运和细胞-细胞粘附。SN1、SN2和SN3的密度评分分别为4.667、3.333和3.000,表明构建了显著的PPI子网络,鉴定出17个靶点,其中约79%与肿瘤疾病有关。四个高置信度靶基因(SUDS3、TOMM22、KPNA4和HMGB1)与LUAD患者的总生存率较差相关,表明它们在LUAD发病机制中起关键作用。这些发现进一步揭示了miR-99a-5p和miR-148a-3p作为LUAD生存的潜在生物标志物的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Malaysian applied biology
Malaysian applied biology Agricultural and Biological Sciences-Agricultural and Biological Sciences (all)
CiteScore
0.60
自引率
0.00%
发文量
69
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