Mendelian randomization of blood lipids for coronary heart disease.

Michael V Holmes ; Folkert W Asselbergs ; Tom M Palmer ; Fotios Drenos ; Matthew B Lanktree ; Christopher P Nelson ; Caroline E Dale ; Sandosh Padmanabhan ; Chris Finan ; Daniel I Swerdlow ; +59 more... Vinicius Tragante ; Erik PA van Iperen ; Suthesh Sivapalaratnam ; Sonia Shah ; Clara C Elbers ; Tina Shah ; Jorgen Engmann ; Claudia Giambartolomei ; Jon White ; Delilah Zabaneh ; Reecha Sofat ; Stela McLachlan ; UCLEB consortium ; Pieter A Doevendans ; Anthony J Balmforth ; Alistair S Hall ; Kari E North ; Berta Almoguera ; Ron C Hoogeveen ; Mary Cushman ; Myriam Fornage ; Sanjay R Patel ; Susan Redline ; David S Siscovick ; Michael Y Tsai ; Konrad J Karczewski ; Marten H Hofker ; W Monique Verschuren ; Michiel L Bots ; Yvonne T van der Schouw ; Olle Melander ; Anna F Dominiczak ; Richard Morris ; Yoav Ben-Shlomo ; Jackie Price ; Meena Kumari ; Jens Baumert ; Annette Peters ; Barbara Thorand ; Wolfgang Koenig ; Tom R Gaunt ; Steve E Humphries ; Robert Clarke ; Hugh Watkins ; Martin Farrall ; James G Wilson ; Stephen S Rich ; Paul IW de Bakker ; Leslie A Lange ; George Davey Smith ; Alex P Reiner ; Philippa J Talmud ; Mika Kivimäki ; Debbie A Lawlor ; Frank Dudbridge ORCID logo ; Nilesh J Samani ; Brendan J Keating ; Aroon D Hingorani ; Juan P Casas ; (2014) Mendelian randomization of blood lipids for coronary heart disease. European heart journal, 36 (9). pp. 539-550. ISSN 0195-668X DOI: 10.1093/eurheartj/eht571
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AIMS: To investigate the causal role of high-density lipoprotein cholesterol (HDL-C) and triglycerides in coronary heart disease (CHD) using multiple instrumental variables for Mendelian randomization. METHODS AND RESULTS: We developed weighted allele scores based on single nucleotide polymorphisms (SNPs) with established associations with HDL-C, triglycerides, and low-density lipoprotein cholesterol (LDL-C). For each trait, we constructed two scores. The first was unrestricted, including all independent SNPs associated with the lipid trait identified from a prior meta-analysis (threshold P < 2 × 10(-6)); and the second a restricted score, filtered to remove any SNPs also associated with either of the other two lipid traits at P ≤ 0.01. Mendelian randomization meta-analyses were conducted in 17 studies including 62,199 participants and 12,099 CHD events. Both the unrestricted and restricted allele scores for LDL-C (42 and 19 SNPs, respectively) associated with CHD. For HDL-C, the unrestricted allele score (48 SNPs) was associated with CHD (OR: 0.53; 95% CI: 0.40, 0.70), per 1 mmol/L higher HDL-C, but neither the restricted allele score (19 SNPs; OR: 0.91; 95% CI: 0.42, 1.98) nor the unrestricted HDL-C allele score adjusted for triglycerides, LDL-C, or statin use (OR: 0.81; 95% CI: 0.44, 1.46) showed a robust association. For triglycerides, the unrestricted allele score (67 SNPs) and the restricted allele score (27 SNPs) were both associated with CHD (OR: 1.62; 95% CI: 1.24, 2.11 and 1.61; 95% CI: 1.00, 2.59, respectively) per 1-log unit increment. However, the unrestricted triglyceride score adjusted for HDL-C, LDL-C, and statin use gave an OR for CHD of 1.01 (95% CI: 0.59, 1.75). CONCLUSION: The genetic findings support a causal effect of triglycerides on CHD risk, but a causal role for HDL-C, though possible, remains less certain.


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