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KLKB1 和 CLSTN2 与全基因组关联研究中 HDL 介导的胆固醇外排能力相关。

KLKB1 and CLSTN2 are associated with HDL-mediated cholesterol efflux capacity in a genome-wide association study.

机构信息

Institute of Genetic Epidemiology, Department of Genetics, Medical University of Innsbruck, Innsbruck, Austria.

Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.

出版信息

Atherosclerosis. 2023 Mar;368:1-11. doi: 10.1016/j.atherosclerosis.2023.01.022. Epub 2023 Feb 2.

Abstract

BACKGROUND AND AIMS

HDL-mediated cholesterol efflux capacity (CEC) may protect from cardiovascular disease. Thus, we aimed to identify its genetic and non-genetic determinants.

METHODS

We measured CEC to 2% apolipoprotein B-depleted serum using BODIPY-cholesterol and cAMP-stimulated J774A.1 macrophages using serum samples from 4,981 participants in the German Chronic Kidney Disease (GCKD) study. Variance of CEC explained by clinical and biochemical parameters in a multivariable linear regression model was calculated by proportional marginal variance decomposition. A genome-wide association study with 7,746,917 variants was performed based on an additive genetic model. The main model was adjusted for age, sex and principal components 1-10. Further models were selected for sensitivity analysis and to reduce residual variance by known CEC pathways.

RESULTS

Variables that explained 1% and more of the variance of CEC were concentrations of triglycerides (12.9%), HDL-cholesterol (11.8%), LDL-cholesterol (3.0%), apolipoprotein A-IV (2.8%), PCSK9 (1.0%), and eGFR (1.0%). The KLKB1 (chr4) and APOE/C1 (chr19) loci were genome-wide significantly (p < 5x10) associated with CEC in our main model (p = 8.8x10 and p = 3.3x10, respectively). KLKB1 remained significantly associated after additional adjustment for either kidney parameters, HDL-cholesterol, triglycerides or apolipoprotein A-IV concentrations, while the APOE/C1 locus was not significantly associated anymore after adjustment for triglycerides. Adjustment for triglycerides also revealed an association with the CLSTN2 locus (chr3; p = 6.0x10).

CONCLUSIONS

We identified HDL-cholesterol and triglycerides as the main determinants of CEC. Furthermore, we newly found a significant association of CEC with the KLKB1 and the CLSTN2 locus and confirmed the association with the APOE/C1 locus, likely mediated by triglycerides.

摘要

背景与目的

高密度脂蛋白(HDL)介导的胆固醇外排能力(CEC)可能对心血管疾病具有保护作用。因此,我们旨在确定其遗传和非遗传决定因素。

方法

我们使用 BODIPY-胆固醇和 cAMP 刺激的 J774A.1 巨噬细胞,测量了来自德国慢性肾脏病(GCKD)研究的 4981 名参与者的血清样本中的 CEC 至 2%载脂蛋白 B 耗尽的血清。通过比例边际方差分解计算多变量线性回归模型中由临床和生化参数解释的 CEC 方差。基于加性遗传模型进行了全基因组关联研究,共包含 7746917 个变体。主要模型调整了年龄、性别和主成分 1-10。进一步的模型用于敏感性分析和通过已知的 CEC 途径减少剩余方差。

结果

解释 CEC 方差 1%以上的变量为甘油三酯(12.9%)、HDL 胆固醇(11.8%)、LDL 胆固醇(3.0%)、载脂蛋白 A-IV(2.8%)、PCSK9(1.0%)和 eGFR(1.0%)。KLKB1(chr4)和 APOE/C1(chr19)基因座在我们的主要模型中与 CEC 呈全基因组显著相关(p<5x10)(p=8.8x10 和 p=3.3x10,分别)。KLKB1 在进一步调整肾脏参数、HDL 胆固醇、甘油三酯或载脂蛋白 A-IV 浓度后仍然与 CEC 显著相关,而 APOE/C1 基因座在调整甘油三酯后不再与 CEC 显著相关。调整甘油三酯还揭示了与 CLSTN2 基因座(chr3;p=6.0x10)的关联。

结论

我们确定了 HDL 胆固醇和甘油三酯是 CEC 的主要决定因素。此外,我们新发现 CEC 与 KLKB1 和 CLSTN2 基因座显著相关,并证实了与 APOE/C1 基因座的关联,该关联可能是由甘油三酯介导的。

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