lncRNA和mRNA的全基因组鉴定用于诊断沙特阿拉伯2型糖尿病。

IF 1.8 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pharmacogenomics & Personalized Medicine Pub Date : 2023-09-15 eCollection Date: 2023-01-01 DOI:10.2147/PGPM.S427977
Sarah Albogami
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引用次数: 0

摘要

目的:根据世界卫生组织的数据,沙特阿拉伯的糖尿病患者人数在全球排名第七。据我们所知,没有研究表明非编码RNA作为高海拔地区2型糖尿病(T2DM)患者的诊断和/或管理生物标志物的潜力。本研究旨在通过分析lncRNA和mRNA来识别影响高海拔地区T2DM患者的分子生物标志物。患者和方法:使用RNA测序和生物信息学分析来识别T2DM和健康对照组中显著表达的lncRNA。使用编码-非编码指数、编码电位计算器和PFAM分析编码电位,并使用Pearson相关性预测lncRNA功能。结果:我们在T2DM组中组装了1766个lncRNA,其中582个是新的。本研究确定了三个lncRNA靶基因(KLF2、CREBBP和REL)和七个mRNA(PIK3CD、PIK3R5、IL6R、TYK2、ZAP70、LAMTOR4和SSH2)在重要途径中显著富集,在T2DM的进展中发挥作用。结论:据我们所知,这项综合研究首次通过使用RNA-seq和生物信息学分析对lncRNA进行全基因组鉴定和mRNA谱分析,探索某些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。
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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Genome-Wide Identification of lncRNA and mRNA for Diagnosing Type 2 Diabetes in Saudi Arabia.

Purpose: 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.

Patients and methods: 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.

Results: We assembled 1766 lncRNAs in the T2DM group, of which 582 were novel. This study identified three lncRNA target genes (KLF2, CREBBP, and REL) and seven mRNAs (PIK3CD, PIK3R5, IL6R, TYK2, ZAP70, LAMTOR4, and SSH2) significantly enriched in important pathways, playing a role in the progression of T2DM.

Conclusion: 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.

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来源期刊
Pharmacogenomics & Personalized Medicine
Pharmacogenomics & Personalized Medicine Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
3.30
自引率
5.30%
发文量
110
审稿时长
16 weeks
期刊介绍: Pharmacogenomics and Personalized Medicine is an international, peer-reviewed, open-access journal characterizing the influence of genotype on pharmacology leading to the development of personalized treatment programs and individualized drug selection for improved safety, efficacy and sustainability. In particular, emphasis will be given to: Genomic and proteomic profiling Genetics and drug metabolism Targeted drug identification and discovery Optimizing drug selection & dosage based on patient''s genetic profile Drug related morbidity & mortality intervention Advanced disease screening and targeted therapeutic intervention Genetic based vaccine development Patient satisfaction and preference Health economic evaluations Practical and organizational issues in the development and implementation of personalized medicine programs.
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