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采用 3-羟-3-甲基戊二酰辅酶 A 还原酶基因变异的孟德尔随机化方法评估他汀类药物诱导的低密度脂蛋白胆固醇降低与非心血管疾病表型的相关性。

A Mendelian Randomization Approach Using 3-HMG-Coenzyme-A Reductase Gene Variation to Evaluate the Association of Statin-Induced Low-Density Lipoprotein Cholesterol Lowering With Noncardiovascular Disease Phenotypes.

机构信息

Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.

Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.

出版信息

JAMA Netw Open. 2021 Jun 1;4(6):e2112820. doi: 10.1001/jamanetworkopen.2021.12820.

Abstract

IMPORTANCE

Observational studies suggest that statins, which inhibit 3-hydroxy-3-methylglutaryl coenzyme A (HMG-CoA) reductase, may be associated with beneficial effects in many noncardiovascular diseases.

OBJECTIVE

To construct a weighted HMG-CoA reductase (HMGCR) gene genetic risk score (GRS) using variants in the HMGCR gene affecting low-density lipoprotein cholesterol as an instrumental variable for mendelian randomization analyses to test associations with candidate noncardiovascular phenotypes previously associated with statin use in observational studies.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study included 53 385 unrelated adults of European ancestry with genome-wide genotypes available from BioVU (a practice-based biobank, used for discovery) and 30 444 unrelated adults with European ancestry available in the Electronic Medical Records and Genomics (eMERGE; a research consortium that conducts genetic research using electronic medical records, used for replication). The study was conducted from February 6, 2015, through April 31, 2019; data analysis was performed from August 26, 2019, through December 22, 2020.

INTERVENTIONS

An HMGCR GRS was calculated.

MAIN OUTCOMES AND MEASURES

The association between the HMGCR GRS and the presence or absence of 22 noncardiovascular phenotypes previously associated with statin use in clinical studies.

RESULTS

Of the 53 385 individuals in BioVU, 29 958 (56.1%) were women; mean (SD) age was 59.9 (15.6) years. The finding between the HMGCR GRS and the noncardiovascular phenotypes of interest in this cohort was significant only for type 2 diabetes. An HMGCR GRS equivalent to a 10-mg/dL decrease in the low-density lipoprotein cholesterol level was associated with an increased risk of type 2 diabetes (odds ratio [OR], 1.09; 95% CI, 1.04-1.15; P = 5.58 × 10-4). The HMGCR GRS was not associated with other phenotypes; the closest were increased risk of Parkinson disease (OR, 1.30; 95% CI, 1.07-1.58; P = .007) and kidney failure (OR, 1.18; 95% CI, 1.05-1.34; P = .008). Of the 30 444 individuals in eMERGE, 16 736 (55.0%) were women; mean (SD) age was 68.7 (15.4) years. The association between the HMGCR GRS and type 2 diabetes was replicated in this cohort (OR, 1.09; 95% CI, 1.01-1.17; P = .02); however, the HMGCR GRS was not associated with Parkinson disease (OR, 0.93; 95% CI, 0.75-1.16; P = .53) and kidney failure (OR, 1.18; 95% CI, 0.98-1.41; P = .08) in the eMERGE cohort.

CONCLUSIONS AND RELEVANCE

A mendelian randomization approach using variants in the HMGCR gene replicated the association between statin use and increased type 2 diabetes risk but provided no strong evidence for pleiotropic effects of statin-induced decrease of the low-density lipoprotein cholesterol level on other diseases.

摘要

重要性:观察性研究表明,抑制 3-羟基-3-甲基戊二酰基辅酶 A(HMG-CoA)还原酶的他汀类药物可能与许多非心血管疾病有益。

目的:使用影响低密度脂蛋白胆固醇的 HMGCR 基因中的变体构建加权 HMG-CoA 还原酶(HMGCR)基因遗传风险评分(GRS),作为孟德尔随机化分析的工具变量,以检验与他汀类药物使用相关的候选非心血管表型的关联,这些表型先前在观察性研究中与他汀类药物的使用有关。

设计、地点和参与者:本队列研究纳入了 53385 名无亲缘关系的欧洲血统成年人,他们的全基因组基因型可从 BioVU(一个基于实践的生物库,用于发现)获得,30444 名无亲缘关系的欧洲血统成年人可从电子病历和基因组学(eMERGE;一个使用电子病历进行遗传研究的研究联盟)获得。研究于 2015 年 2 月 6 日至 2019 年 4 月 31 日进行;数据分析于 2019 年 8 月 26 日至 2020 年 12 月 22 日进行。

干预措施:计算 HMGCR GRS。

主要结果和措施:HMGCR GRS 与 22 种先前与他汀类药物使用相关的非心血管表型的存在或缺失之间的关联。

结果:在 BioVU 的 53385 名个体中,29958 名(56.1%)为女性;平均(SD)年龄为 59.9(15.6)岁。在该队列中,HMGCR GRS 与感兴趣的非心血管表型之间的发现仅对 2 型糖尿病有意义。HMGCR GRS 相当于低密度脂蛋白胆固醇水平降低 10mg/dL,与 2 型糖尿病风险增加相关(比值比 [OR],1.09;95%置信区间 [CI],1.04-1.15;P=5.58×10-4)。HMGCR GRS 与其他表型无关;最接近的是帕金森病风险增加(OR,1.30;95%CI,1.07-1.58;P=0.007)和肾功能衰竭(OR,1.18;95%CI,1.05-1.34;P=0.008)。在 eMERGE 的 30444 名个体中,16736 名(55.0%)为女性;平均(SD)年龄为 68.7(15.4)岁。在该队列中,HMGCR GRS 与 2 型糖尿病的关联得到了复制(OR,1.09;95%CI,1.01-1.17;P=0.02);然而,HMGCR GRS 与帕金森病(OR,0.93;95%CI,0.75-1.16;P=0.53)和肾功能衰竭(OR,1.18;95%CI,0.98-1.41;P=0.08)无关。

结论和相关性:使用 HMGCR 基因中的变体进行孟德尔随机化方法复制了他汀类药物使用与 2 型糖尿病风险增加之间的关联,但没有提供他汀类药物降低低密度脂蛋白胆固醇水平对其他疾病的多效性影响的有力证据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3f09/8185593/a8ecf257c92a/jamanetwopen-e2112820-g001.jpg

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