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遗传邻近他汀类药物对糖尿病肾病和视网膜病变的影响:一项孟德尔随机研究。

Effects of genetically proxied statins on diabetic nephropathy and retinopathy: a Mendelian randomization study.

机构信息

Institute of Information on Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China.

National Data Center of Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China.

出版信息

Sci Rep. 2024 Jul 23;14(1):16885. doi: 10.1038/s41598-024-67800-5.

Abstract

There is no reliable causal evidence for the effect of statins on diabetic nephropathy (DN) and diabetic retinopathy (DR), and the results of previous observational studies are contradictory. Genetic variants linked to low-density lipoprotein cholesterol (LDL-C) from a UK biobank genome-wide association study and located within a 100kb window around HMGCR were used to proxy statins, comparing with PCSK9 inhibitors (control). DN and DR genome-wide association study summary statistics were obtained from the FinnGen study. Secondary MR analyses and NHANES cross-sectional data were used for validation. Drug-target Mendelian randomization (MR) was applied to investigate the association between the genetically proxied inhibition of HMGCR and PCSK9 with DN and DR, p < 0.0125 was considered significant after Bonferroni Correction. To triangulate the findings, genetic variants of whole blood-derived targets gene expression (cis-eQTL) and plasma-derived protein (cis-pQTL) levels were used to perform secondary MR analyses and data from the National Health and Nutrition Examination Survey were used for cross-sectional analysis. Genetically proxied inhibition of HMGCR was associated with higher risks of DN and DR (DN: OR = 1.79, p = 0.01; DR: OR = 1.41, p = 0.004), while no such association was found for PCSK9. Secondary MR analyses confirmed these associations. Cross-sectional analysis revealed a positive link between statin use and DR incidence (OR = 1.26, p = 0.03) and a significant negative association with glomerular filtration rate (Beta = - 1.9, p = 0.03). This study provides genetic evidence that genetically proxied inhibition of HMGCR is associated with increased risks of DN/DR, and this effect may not be attributed to their LDL-C-lowering properties. For patients with diabetic dyslipidemia, PCSK9 inhibitors may be a preferable alternative.

摘要

目前尚无可靠的因果证据表明他汀类药物对糖尿病肾病(DN)和糖尿病视网膜病变(DR)有影响,而且先前的观察性研究结果相互矛盾。本研究使用来自英国生物银行全基因组关联研究的与低密度脂蛋白胆固醇(LDL-C)相关的、位于 HMGCR 附近 100kb 窗口内的遗传变异作为他汀类药物的替代物,与 PCSK9 抑制剂(对照组)进行比较。DN 和 DR 的全基因组关联研究汇总统计数据来自芬兰人群研究(FinnGen)。采用二次 MR 分析和 NHANES 横断面数据进行验证。药物靶点孟德尔随机化(MR)用于研究 HMGCR 和 PCSK9 基因抑制与 DN 和 DR 的相关性,经 Bonferroni 校正后 p 值<0.0125 认为具有统计学意义。为了对研究结果进行三角剖分,还使用全血衍生靶基因表达(cis-eQTL)和血浆衍生蛋白(cis-pQTL)水平的遗传变异进行二次 MR 分析,并使用来自国家健康和营养检查调查(NHANES)的数据进行横断面分析。HMGCR 基因抑制与 DN 和 DR 风险增加相关(DN:OR=1.79,p=0.01;DR:OR=1.41,p=0.004),而 PCSK9 则没有这种关联。二次 MR 分析证实了这些关联。横断面分析显示,他汀类药物的使用与 DR 发生率呈正相关(OR=1.26,p=0.03),与肾小球滤过率呈显著负相关(Beta=-1.9,p=0.03)。本研究提供了遗传证据,表明 HMGCR 基因抑制与 DN/DR 风险增加相关,而这种作用可能与其 LDL-C 降低特性无关。对于患有糖尿病血脂异常的患者,PCSK9 抑制剂可能是一种更好的选择。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8488/11266622/0eaba0ff83da/41598_2024_67800_Fig1_HTML.jpg

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