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糖尿病肾病的治疗靶点:蛋白质组范围的孟德尔随机化和共定位分析。

Therapeutic Targets for Diabetic Kidney Disease: Proteome-Wide Mendelian Randomization and Colocalization Analyses.

机构信息

Department of Nephrology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China.

Department of Endocrinology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China.

出版信息

Diabetes. 2024 Apr 1;73(4):618-627. doi: 10.2337/db23-0564.

Abstract

At present, safe and effective treatment drugs are urgently needed for diabetic kidney disease (DKD). Circulating protein biomarkers with causal genetic evidence represent promising drug targets, which provides an opportunity to identify new therapeutic targets. Summary data from two protein quantitative trait loci studies are presented, one involving 4,907 plasma proteins data from 35,559 individuals and the other encompassing 4,657 plasma proteins among 7,213 European Americans. Summary statistics for DKD were obtained from a large genome-wide association study (3,345 cases and 2,372 controls) and the FinnGen study (3,676 cases and 283,456 controls). Mendelian randomization (MR) analysis was conducted to examine the potential targets for DKD. The colocalization analysis was used to detect whether the potential proteins exist in the shared causal variants. To enhance the credibility of the results, external validation was conducted. Additionally, enrichment analysis, assessment of protein druggability, and the protein-protein interaction networks were used to further enrich the research findings. The proteome-wide MR analyses identified 21 blood proteins that may causally be associated with DKD. Colocalization analysis further supported a causal relationship between 12 proteins and DKD, with external validation confirming 4 of these proteins, and TGFBI was affirmed through two separate group data sets. These results indicate that targeting these four proteins could be a promising approach for treating DKD, and warrant further clinical investigations.

摘要

目前,糖尿病肾病(DKD)急需安全有效的治疗药物。具有因果遗传证据的循环蛋白生物标志物代表了有前途的药物靶点,这为识别新的治疗靶点提供了机会。本文呈现了两项蛋白质数量性状基因座研究的汇总数据,其中一项涉及来自 35559 个人的 4907 种血浆蛋白数据,另一项包含来自 7213 名欧洲裔美国人的 4657 种血浆蛋白。DKD 的汇总统计数据来自一项大型全基因组关联研究(3345 例病例和 2372 例对照)和芬兰基因研究(3676 例病例和 283456 例对照)。孟德尔随机化(MR)分析用于检查 DKD 的潜在靶标。共定位分析用于检测潜在蛋白是否存在于共同的因果变异中。为了提高结果的可信度,进行了外部验证。此外,还进行了富集分析、蛋白质成药性评估和蛋白质-蛋白质相互作用网络分析,以进一步丰富研究结果。全蛋白质组 MR 分析确定了 21 种可能与 DKD 因果相关的血液蛋白。共定位分析进一步支持了 12 种蛋白与 DKD 之间的因果关系,外部验证确认了其中的 4 种蛋白,TGFBI 通过两个独立的数据集得到了证实。这些结果表明,针对这四种蛋白可能是治疗 DKD 的一种有前途的方法,值得进一步的临床研究。

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