Albogami Sarah
Department of Biotechnology, College of Science, Taif University, Taif, 21944, Saudi Arabia.
Pharmgenomics Pers Med. 2023 Sep 15;16:859-882. doi: 10.2147/PGPM.S427977. eCollection 2023.
According to the World Health Organization, Saudi Arabia ranks seventh worldwide in the number of patients with diabetes mellitus. To our knowledge, no research has addressed the potential of noncoding RNA as a diagnostic and/or management biomarker for patients with type 2 diabetes mellitus (T2DM) living in high-altitude areas. This study aimed to identify molecular biomarkers influencing patients with T2DM living in high-altitude areas by analyzing lncRNA and mRNA.
RNA sequencing and bioinformatics analyses were used to identify significantly expressed lncRNAs and mRNAs in T2DM and healthy control groups. Coding potential was analyzed using coding-noncoding indices, the coding potential calculator, and PFAM, and the lncRNA function was predicted using Pearson's correlation. Differentially expressed transcripts between the groups were identified, and Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were performed to identify the biological functions of both lncRNAs and mRNAs.
We assembled 1766 lncRNAs in the T2DM group, of which 582 were novel. This study identified three lncRNA target genes (, and ) and seven mRNAs (, and ) significantly enriched in important pathways, playing a role in the progression of T2DM.
To the best of our knowledge, this comprehensive study is the first to explore the applicability of certain lncRNAs as diagnostic or management biomarkers for T2DM in females in Taif City, Saudi Arabia through the genome-wide identification of lncRNA and mRNA profiling using RNA seq and bioinformatics analysis. Our findings could help in the early diagnosis of T2DM and in designing effective therapeutic targets.
根据世界卫生组织的数据,沙特阿拉伯糖尿病患者数量在全球排名第七。据我们所知,尚无研究探讨非编码RNA作为生活在高海拔地区的2型糖尿病(T2DM)患者诊断和/或管理生物标志物的潜力。本研究旨在通过分析长链非编码RNA(lncRNA)和信使核糖核酸(mRNA)来鉴定影响生活在高海拔地区的T2DM患者的分子生物标志物。
采用RNA测序和生物信息学分析来鉴定T2DM组和健康对照组中显著表达的lncRNA和mRNA。使用编码-非编码指数、编码潜能计算器和蛋白质家族数据库(PFAM)分析编码潜能,并使用皮尔逊相关性预测lncRNA功能。鉴定两组之间差异表达的转录本,并进行基因本体论(Gene Ontology)和京都基因与基因组百科全书(Kyoto Encyclopedia of Genes and Genomes)富集分析,以确定lncRNA和mRNA的生物学功能。
我们在T2DM组中组装了1766个lncRNA,其中582个是新发现的。本研究鉴定出三个lncRNA靶基因(……)和七个mRNA(……)在重要通路中显著富集,在T2DM进展中发挥作用。
据我们所知,这项综合性研究首次通过使用RNA测序和生物信息学分析对lncRNA和mRNA进行全基因组鉴定,探索了某些lncRNA作为沙特阿拉伯塔伊夫市女性T2DM诊断或管理生物标志物的适用性。我们的研究结果有助于T2DM的早期诊断和设计有效的治疗靶点。