探索血糖特征和药物再利用的基因组和转录组学特征。

IF 9 2区 医学 Q1 CELL BIOLOGY
Min-Rou Lin, Cheng-Lin Tsai, Cai-Sian Liao, Chun-Yu Wei, Wan-Hsuan Chou, Tzu-Hung Hsiao, Wei-Chiao Chang
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引用次数: 0

摘要

背景:2型糖尿病是一种日益普遍的代谢性疾病,具有中高遗传性。血糖指数对糖尿病的诊断和监测至关重要。先前的全基因组关联研究(GWAS)已经确定了几个与2型糖尿病相关的风险位点,但是来自台湾人群的数据仍然相对较少,并且主要集中在2型糖尿病状态而不是血糖特征水平。方法:我们进行了一项全面的全基因组荟萃分析,以探索血糖性状的遗传学。该研究纳入了基于社区的145,468人队列和基于医院的35,395人队列。该研究整合了遗传学、转录组学、生物学途径分析、多基因风险评分计算和2型糖尿病药物再利用。结果:本研究评估了血红蛋白A1c和空腹血糖水平,验证了已知的基因位点(FN3K、SPC25、MTNR1B和FOXA2),并发现了新的基因,包括MAEA和PRC1。此外,我们发现糖尿病、血脂和肝肾相关特征与血糖特征具有共同的遗传基础。较高的PRS与2型糖尿病的风险增加有关。最后,研究人员发现了8种具有调节血糖水平的药物,为2型糖尿病的管理和治疗提供了新的途径。结论:本研究阐明了台湾汉族人群葡萄糖调节的独特遗传景观,为指导未来2型糖尿病的治疗策略提供了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the genomic and transcriptomic profiles of glycemic traits and drug repurposing.

Background: Type 2 diabetes is an increasingly prevalent metabolic disorder with moderate to high heritability. Glycemic indices are crucial for diagnosing and monitoring the disease. Previous genome-wide association study (GWAS) have identified several risk loci associated with type 2 diabetes, but data from the Taiwanese population remain relatively sparse and primarily focus on type 2 diabetes status rather than glycemic trait levels.

Methods: We conducted a comprehensive genome-wide meta-analysis to explore the genetics of glycemic traits. The study incorporated a community-based cohort of 145,468 individuals and a hospital-based cohort of 35,395 individuals. The study integrated genetics, transcriptomics, biological pathway analyses, polygenic risk score calculation, and drug repurposing for type 2 diabetes.

Results: This study assessed hemoglobin A1c and fasting glucose levels, validating known loci (FN3K, SPC25, MTNR1B, and FOXA2) and discovering new genes, including MAEA and PRC1. Additionally, we found that diabetes, blood lipids, and liver- and kidney-related traits share genetic foundations with glycemic traits. A higher PRS was associated with an increased risk of type 2 diabetes. Finally, eight repurposed drugs were identified with evidence to regulate blood glucose levels, offering new avenues for the management and treatment of type 2 diabetes.

Conclusions: This research illuminates the unique genetic landscape of glucose regulation in Taiwanese Han population, providing valuable insights to guide future treatment strategies for type 2 diabetes.

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来源期刊
Journal of Biomedical Science
Journal of Biomedical Science 医学-医学:研究与实验
CiteScore
18.50
自引率
0.90%
发文量
95
审稿时长
1 months
期刊介绍: The Journal of Biomedical Science is an open access, peer-reviewed journal that focuses on fundamental and molecular aspects of basic medical sciences. It emphasizes molecular studies of biomedical problems and mechanisms. The National Science and Technology Council (NSTC), Taiwan supports the journal and covers the publication costs for accepted articles. The journal aims to provide an international platform for interdisciplinary discussions and contribute to the advancement of medicine. It benefits both readers and authors by accelerating the dissemination of research information and providing maximum access to scholarly communication. All articles published in the Journal of Biomedical Science are included in various databases such as Biological Abstracts, BIOSIS, CABI, CAS, Citebase, Current contents, DOAJ, Embase, EmBiology, and Global Health, among others.
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