Sex and statin-related genetic associations at the PCSK9 gene locus: results of genome-wide association meta-analysis.

IF 4.9 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Biology of Sex Differences Pub Date : 2024-03-26 DOI:10.1186/s13293-024-00602-6
Janne Pott, Azin Kheirkhah, Jesper R Gadin, Marcus E Kleber, Graciela E Delgado, Holger Kirsten, Lukas Forer, Stefanie M Hauck, Ralph Burkhardt, Hubert Scharnagl, Markus Loeffler, Winfried März, Joachim Thiery, Christian Gieger, Annette Peters, Angela Silveira, Ferdinand Van't Hooft, Florian Kronenberg, Markus Scholz
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引用次数: 0

Abstract

Background: Proprotein convertase subtilisin/kexin type 9 (PCSK9) is a key player of lipid metabolism with higher plasma levels in women throughout their life. Statin treatment affects PCSK9 levels also showing evidence of sex-differential effects. It remains unclear whether these differences can be explained by genetics.

Methods: We performed genome-wide association meta-analyses (GWAS) of PCSK9 levels stratified for sex and statin treatment in six independent studies of Europeans (8936 women/11,080 men respectively 14,825 statin-free/5191 statin-treated individuals). Loci associated in one of the strata were tested for statin- and sex-interactions considering all independent signals per locus. Independent variants at the PCSK9 gene locus were then used in a stratified Mendelian Randomization analysis (cis-MR) of PCSK9 effects on low-density lipoprotein cholesterol (LDL-C) levels to detect differences of causal effects between the subgroups.

Results: We identified 11 loci associated with PCSK9 in at least one stratified subgroup (p < 1.0 × 10-6), including the PCSK9 gene locus and five other lipid loci: APOB, TM6SF2, FADS1/FADS2, JMJD1C, and HP/HPR. The interaction analysis revealed eight loci with sex- and/or statin-interactions. At the PCSK9 gene locus, there were four independent signals, one with a significant sex-interaction showing stronger effects in men (rs693668). Regarding statin treatment, there were two significant interactions in PCSK9 missense mutations: rs11591147 had stronger effects in statin-free individuals, and rs11583680 had stronger effects in statin-treated individuals. Besides replicating known loci, we detected two novel genome-wide significant associations: one for statin-treated individuals at 6q11.1 (within KHDRBS2) and one for males at 12q24.22 (near KSR2/NOS1), both with significant interactions. In the MR of PCSK9 on LDL-C, we observed significant causal estimates within all subgroups, but significantly stronger causal effects in statin-free subjects compared to statin-treated individuals.

Conclusions: We performed the first double-stratified GWAS of PCSK9 levels and identified multiple biologically plausible loci with genetic interaction effects. Our results indicate that the observed sexual dimorphism of PCSK9 and its statin-related interactions have a genetic basis. Significant differences in the causal relationship between PCSK9 and LDL-C suggest sex-specific dosages of PCSK9 inhibitors.

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PCSK9基因位点上性别与他汀类药物相关的遗传关联:全基因组关联荟萃分析结果。
背景:Protein convertase subtilisin/kexin type 9 (PCSK9)是脂质代谢的关键因素,女性一生中血浆中的PCSK9水平较高。他汀类药物治疗对 PCSK9 水平的影响也显示出性别差异效应。目前还不清楚这些差异是否可以用遗传学来解释:我们对欧洲人的六项独立研究(8936 名女性/11080 名男性,分别为 14825 名不含他汀类药物的人/5191 名接受过他汀类药物治疗的人)中的 PCSK9 水平进行了全基因组关联荟萃分析(GWAS),并根据性别和他汀类药物治疗进行了分层。考虑到每个基因座的所有独立信号,对其中一个分层中的相关基因座进行了他汀类药物与性别相互作用的检测。然后将 PCSK9 基因位点上的独立变异用于 PCSK9 对低密度脂蛋白胆固醇(LDL-C)水平影响的分层孟德尔随机分析(顺式-MR),以检测亚组之间因果效应的差异:我们在至少一个分层亚组中发现了 11 个与 PCSK9 相关的基因位点(p -6),包括 PCSK9 基因位点和其他五个血脂位点:APOB、TM6SF2、FADS1/FADS2、JMJD1C 和 HP/HPR。交互作用分析显示,有八个基因位点与性别和/或他汀类药物存在交互作用。在 PCSK9 基因位点上,有四个独立的信号,其中一个具有显著的性别交互作用,显示对男性的影响更大(rs693668)。关于他汀类药物治疗,在 PCSK9 错义突变中有两个显著的相互作用:rs11591147 对不服用他汀类药物的个体有更强的影响,而 rs11583680 对服用他汀类药物的个体有更强的影响。除了复制已知位点外,我们还发现了两个新的全基因组显著关联:一个是他汀类药物治疗个体在 6q11.1(KHDRBS2 内)的关联,另一个是男性在 12q24.22(KSR2/NOS1 附近)的关联,两者均有显著的相互作用。在PCSK9对低密度脂蛋白胆固醇的MR作用中,我们观察到所有亚组都有显著的因果关系估计,但与他汀类药物治疗者相比,无他汀类药物治疗者的因果关系明显更强:我们首次对 PCSK9 水平进行了双分层 GWAS,并确定了多个具有遗传交互效应的生物学上可信的基因位点。我们的研究结果表明,观察到的 PCSK9 性二态性及其与他汀类药物相关的相互作用具有遗传基础。PCSK9与低密度脂蛋白胆固醇之间因果关系的显著差异表明,PCSK9抑制剂的剂量具有性别特异性。
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来源期刊
Biology of Sex Differences
Biology of Sex Differences ENDOCRINOLOGY & METABOLISM-GENETICS & HEREDITY
CiteScore
12.10
自引率
1.30%
发文量
69
审稿时长
14 weeks
期刊介绍: Biology of Sex Differences is a unique scientific journal focusing on sex differences in physiology, behavior, and disease from molecular to phenotypic levels, incorporating both basic and clinical research. The journal aims to enhance understanding of basic principles and facilitate the development of therapeutic and diagnostic tools specific to sex differences. As an open-access journal, it is the official publication of the Organization for the Study of Sex Differences and co-published by the Society for Women's Health Research. Topical areas include, but are not limited to sex differences in: genomics; the microbiome; epigenetics; molecular and cell biology; tissue biology; physiology; interaction of tissue systems, in any system including adipose, behavioral, cardiovascular, immune, muscular, neural, renal, and skeletal; clinical studies bearing on sex differences in disease or response to therapy.
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