Zhang Yue-Yang, Chen Bing-Xue, Wan Qin
Department of Endocrinology and Metabolism, Affiliated Hospital of Southwest Medical University, Luzhou, 646000, China.
Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, 646000, China.
Diabetol Metab Syndr. 2024 Oct 4;16(1):240. doi: 10.1186/s13098-024-01477-8.
The pathogenesis of type 2 diabetes mellitus is somewhat associated with lipid metabolism. We aim to assess the impact of lipid-lowering drugs (HMGCR inhibitors, PCSK9 inhibitors, and NPC1L1 inhibitors) on type 2 diabetes mellitus and its complications through a two-sample Mendelian randomization (MR) study.
We identified suitable genetic instruments from the GWAS database that represent the expression levels of three genes, interpreting reduced genetically proxied gene expression as indicative of lipid-lowering drug use. We evaluated the causal relationships among these variables employing a two-sample Mendelian randomization approach, with the Inverse Variance Weighted (IVW) analysis serving as the primary method. Coronary artery disease was utilized as a positive control to validate the reliability of the selected genetic instruments.
Increased genetically proxied HMGCR expression is significantly associated with a reduced risk of type 2 diabetes mellitus (OR = 0.64, 95%CI = 0.55-0.74), which was replicated in the FinnGen study with consistent results (OR = 0.65, 95%CI = 0.53-0.80). Increased genetically proxied HMGCR expression is associated with a reduced risk of diabetic retinopathy (OR = 0.23, 95%CI = 0.12-0.44) and diabetic nephropathy (OR = 0.35, 95%CI = 0.17-0.71). In contrast, increased genetically proxied PCSK9 expression is associated with a decreased risk of diabetic coma (OR = 0.70, 95%CI = 0.50-0.98), diabetic neuropathy (OR = 0.24, 95%CI = 0.14-0.42), diabetic retinopathy (OR = 0.67, 95%CI = 0.48-0.96), diabetic cardiovascular diseases (OR = 0.62, 95%CI = 0.38-0.99), and diabetic nephropathy (OR = 0.62, 95%CI = 0.41-0.95).
This Mendelian randomization study suggests an association between HMGCR and the pathogenesis of type 2 diabetes mellitus, with increased genetically proxied HMGCR expression reducing the risk of type 2 diabetes mellitus, while PCSK9 and NPC1L1 show no significant association with type 2 diabetes mellitus. These findings may offer more reasonable lipid-lowering drug options for patients with dyslipidemia.
2型糖尿病的发病机制与脂质代谢存在一定关联。我们旨在通过双样本孟德尔随机化(MR)研究评估降脂药物(HMGCR抑制剂、PCSK9抑制剂和NPC1L1抑制剂)对2型糖尿病及其并发症的影响。
我们从全基因组关联研究(GWAS)数据库中确定了合适的基因工具,这些工具代表三个基因的表达水平,将遗传代理基因表达降低解释为使用降脂药物的指标。我们采用双样本孟德尔随机化方法评估这些变量之间的因果关系,以逆方差加权(IVW)分析作为主要方法。冠状动脉疾病用作阳性对照,以验证所选基因工具的可靠性。
遗传代理的HMGCR表达增加与2型糖尿病风险降低显著相关(OR = 0.64,95%CI = 0.55 - 0.74),在芬兰基因研究中得到重复,结果一致(OR = 0.65,95%CI = 0.53 - 0.80)。遗传代理的HMGCR表达增加与糖尿病视网膜病变风险降低(OR = 0.23,95%CI = 0.12 - 0.44)和糖尿病肾病风险降低(OR = 0.35,95%CI = 0.17 - 0.71)相关。相比之下,遗传代理的PCSK9表达增加与糖尿病昏迷风险降低(OR = 0.70,95%CI = 0.50 - 0.98)、糖尿病神经病变风险降低(OR = 0.24,95%CI = 0.14 - 0.42)、糖尿病视网膜病变风险降低(OR = 0.67,95%CI = 0.48 - 0.96)、糖尿病心血管疾病风险降低(OR = 0.62,95%CI = 0.38 - 0.99)和糖尿病肾病风险降低(OR = 0.62,95%CI = 0.41 - 0.95)相关。
这项孟德尔随机化研究表明HMGCR与2型糖尿病发病机制之间存在关联,遗传代理的HMGCR表达增加可降低2型糖尿病风险,而PCSK9和NPC1L1与2型糖尿病无显著关联。这些发现可能为血脂异常患者提供更合理的降脂药物选择。