Department of Biosciences, COMSATS University Islamabad, Islamabad 45550, Pakistan.
Department of Biochemistry, Usmanu Danfodiyo University, Sokoto P.M.B. 2346, Nigeria.
Genes (Basel). 2023 Apr 12;14(4):898. doi: 10.3390/genes14040898.
The regulation of genes is crucial for maintaining a healthy intracellular environment, and any dysregulation of gene expression leads to several pathological complications. It is known that many diseases, including kidney diseases, are regulated by miRNAs. However, the data on the use of miRNAs as biomarkers for the diagnosis and treatment of chronic kidney disease (CKD) are not conclusive. The purpose of this study was to elucidate the potential of miRNAs as an efficient biomarker for the detection and treatment of CKD at its early stages. Gene expression profiling data were acquired from the Gene Expression Omnibus (GEO) and differentially expressed genes (DEGs) were identified. miRNAs directly associated with CKD were obtained from an extensive literature search. Network illustration of miRNAs and their projected target differentially expressed genes (tDEGs) was accomplished, followed by functional enrichment analysis. hsa-miR-1-3p, hsa-miR-206, hsa-miR-494 and hsa-miR-577 exhibited a strong association with CKD through the regulation of genes involved in signal transduction, cell proliferation, the regulation of transcription and apoptotic process. All these miRNAs have shown significant contributions to the inflammatory response and the processes which eventually lead to the pathogenesis of CKD. The in silico approach used in this research represents a comprehensive analysis of identified miRNAs and their target genes for the identification of molecular markers of disease processes. The outcomes of the study recommend further efforts for developing miRNA biomarkers set for the early diagnosis of CKD.
基因调控对于维持细胞内环境的健康至关重要,任何基因表达的失调都会导致多种病理并发症。已知许多疾病,包括肾脏疾病,都受到 miRNAs 的调控。然而,将 miRNAs 用作诊断和治疗慢性肾脏病 (CKD) 的生物标志物的数据尚无定论。本研究的目的是阐明 miRNAs 作为早期 CKD 检测和治疗的有效生物标志物的潜力。从基因表达综合数据库 (GEO) 获取基因表达谱数据,并鉴定差异表达基因 (DEGs)。通过广泛的文献检索获得与 CKD 直接相关的 miRNAs。完成 miRNA 及其预测靶基因差异表达基因 (tDEGs) 的网络图绘制,并进行功能富集分析。hsa-miR-1-3p、hsa-miR-206、hsa-miR-494 和 hsa-miR-577 通过调节参与信号转导、细胞增殖、转录调节和凋亡过程的基因,与 CKD 有很强的关联。所有这些 miRNAs 都对炎症反应以及最终导致 CKD 发病机制的过程有显著贡献。本研究中使用的计算方法代表了对鉴定的 miRNAs 及其靶基因的综合分析,以鉴定疾病过程的分子标记物。该研究的结果建议进一步努力开发用于 CKD 早期诊断的 miRNA 生物标志物集。