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Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9

  • Amand F. Schmidt
  • , Michael V. Holmes
  • , David Preiss
  • , Daniel I. Swerdlow
  • , Spiros Denaxas
  • , Ghazaleh Fatemifar
  • , Rupert Faraway
  • , Chris Finan
  • , Dennis Valentine
  • , Zammy Fairhurst-Hunter
  • , Fernando Pires Hartwig
  • , Bernardo Lessa Horta
  • , Elina Hypponen
  • , Christine Power
  • , Max Moldovan
  • , Erik Van Iperen
  • , Kees Hovingh
  • , Ilja Demuth
  • , Kristina Norman
  • , Elisabeth Steinhagen-Thiessen
  • Juri Demuth, Lars Bertram, Christina M. Lill, Stefan Coassin, Johann Willeit, Stefan Kiechl, Karin Willeit, Dan Mason, John Wright, Richard Morris, Goya Wanamethee, Peter Whincup, Yoav Ben-Shlomo, Stela McLachlan, Jackie F. Price, Mika Kivimaki, Catherine Welch, Adelaida Sanchez-Galvez, Pedro Marques-Vidal, Andrew Nicolaides, Andrie G. Panayiotou, N. Charlotte Onland-Moret, Yvonne T. Van Der Schouw, Giuseppe Matullo, Giovanni Fiorito, Simonetta Guarrera, Carlotta Sacerdote, Nicholas J. Wareham, Claudia Langenberg, Robert A. Scott, Jian'An Luan, Martin Bobak, Sofia Malyutina, Andrzej Pajak, Ruzena Kubinova, Abdonas Tamosiunas, Hynek Pikhart, Niels Grarup, Oluf Pedersen, Torben Hansen, Allan Linneberg, Tine Jess, Jackie Cooper, Steve E. Humphries, Murray Brilliant, Terrie Kitchner, Hakon Hakonarson, David S. Carrell, Catherine A. McCarty, Kirchner H. Lester, Eric B. Larson, David R. Crosslin, Mariza De Andrade, Dan M. Roden, Joshua C. Denny, Cara Carty, Stephen Hancock, John Attia, Elizabeth Holliday, Rodney Scott, Peter Schofield, Martin O'Donnell, Salim Yusuf, Michael Chong, Guillaume Pare, Pim Van Der Harst, M. Abdullah Said, Ruben N. Eppinga, Niek Verweij, Harold Snieder, Tim Christen, D. O. Mook-Kanamori, Stefan Gustafsson, Lars Lind, Erik Ingelsson, Raha Pazoki, Oscar Franco, Albert Hofman, Andre Uitterlinden, Abbas Dehghan, Alexander Teumer, Sebastian Baumeister, Marcus Dörr, Markus M. Lerch, Uwe Völker, Henry Völzke, Joey Ward, Jill P. Pell, Tom Meade, Ingrid E. Christophersen, Anke H. Maitland-Van Der Zee, Ekaterina V. Baranova, Robin Young, Ian Ford, Archie Campbell, Sandosh Padmanabhan, Michiel L. Bots, Diederick E. Grobbee, Philippe Froguel, Dorothée Thuillier, Ronan Roussel, Amélie Bonnefond, Bertrand Cariou, Melissa Smart, Yanchun Bao, Meena Kumari, Anubha Mahajan, Jemma C. Hopewell, Sudha Seshadri, Caroline Dale, Rui Providencia E. Costa, Paul M. Ridker, Daniel I. Chasman, Alex P. Reiner, Marylyn D. Ritchie, Leslie A. Lange, Alex J. Cornish, Sara E. Dobbins, Kari Hemminki, Ben Kinnersley, Marc Sanson, Karim Labreche, Matthias Simon, Melissa Bondy, Philip Law, Helen Speedy, James Allan, Ni Li, Molly Went, Niels Weinhold, Gareth Morgan, Pieter Sonneveld, Björn Nilsson, Hartmut Goldschmidt, Amit Sud, Andreas Engert, Markus Hansson, Harry Hemingway, Folkert W. Asselbergs, Riyaz S. Patel, Brendan J. Keating, Naveed Sattar, Richard Houlston, Juan P. Casas, Aroon D. Hingorani
  • University College London
  • University Medical Centre Utrecht
  • University of Oxford Medical Sciences Division
  • Imperial College London
  • The Alan Turing Institute
  • Hospital Escola da Universidade Federal de Pelotas
  • University of South Australia
  • South Australian Health and Medical Research Institute
  • Interuniv. Cardiol. Inst. N.
  • Academic Medical Center
  • Charité Universitätsmedizin Berlin
  • Charité – Universitätsmedizin Berlin
  • University of Potsdam
  • German Institute of Human Nutrition
  • E.CA Economics
  • Universitaet Luebeck
  • University of Oslo
  • Institute of Human Genetics
  • Medical University Innsbruck
  • University Hospital of Psychiatry
  • Bradford Institute for Health Research
  • St. Georges Hospital
  • University of Bristol
  • University of Edinburgh
  • University Hospital Center
  • University of Nicosia
  • Cyprus University of Technology
  • Italian Institute for Genomic Medicine (IIGM)
  • University of Turin
  • Città della Salute e della Scienza Hospital - Turin
  • University of Cambridge School of Clinical Medicine
  • Novosibirsk State Medical University
  • Siberian Branch of the Russian Academy of Medical Sciences
  • Jagiellonian University Medical College
  • National Institute of Public Health Prague
  • Lithuanian University of Health Sciences
  • Novo Nordisk Foundation Center for Basic Metabolic Research
  • University of Copenhagen
  • Bispebjerg and Frederiksberg Hospital
  • Marshfield Clinic
  • Research Institute
  • Southern California Permanente Medical Group
  • University of Minnesota Twin Cities
  • Geisinger
  • University of Washington
  • Mayo Clinic
  • Vanderbilt University Medical Center
  • Vanderbilt University
  • WHI
  • University of Newcastle
  • Hunter Medical Research Institute, Australia
  • Hunter New England Local Health District
  • Population Health Research Institute, Ontario
  • University Medical Center Groningen
  • Leiden University Medical Center
  • Uppsala University
  • Stanford University School of Medicine
  • Erasmus MC
  • University Medicine Greifswald
  • Partner site Berlin
  • Ludwig-Maximilians-University Munich
  • University of Glasgow
  • London School of Hygiene and Tropical Medicine
  • Bærum Hospital
  • Utrecht University
  • University of Amsterdam
  • University of Edinburgh
  • University Lille
  • Centre de Recherche des Cordeliers
  • Université Paris Descartes-Sorbonne Paris Cité
  • Paris Diderot Sorbonne Cite University
  • Centre hospitalier universitaire de Nantes
  • Institute for Social and Economic Research, University of Essex
  • Wellcome Trust Centre for Human Genetics
  • Boston University School of Medicine
  • Harvard Medical School
  • Methodology Center at Penn State
  • University of Colorado Denver
  • Divisions of Molecular Pathology and Cancer Therapeutics
  • German Cancer Research Center
  • Brain and Spinal Cord Institute
  • Sorbonne Université
  • Bethel Clinic
  • Baylor College of Medicine
  • and Newcastle University Institute for Ageing
  • University of Arkansas for Medical Sciences
  • Erasmus MC Cancer Institute
  • BMC B13
  • Ruprecht-Karls-University Heidelberg
  • University Hospital Cologne
  • Skane University Hospital
  • Lund University
  • National Institute for Health Research Exeter Clinical Research Facility
  • St Bartholomew's Hospital
  • University of Pennsylvania
  • Veterans Affairs Boston Healthcare System

Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review

29 Citations (Scopus)

Abstract

Background: We characterised the phenotypic consequence of genetic variation at the PCSK9 locus and compared findings with recent trials of pharmacological inhibitors of PCSK9. Methods: Published and individual participant level data (300,000+ participants) were combined to construct a weighted PCSK9 gene-centric score (GS). Seventeen randomized placebo controlled PCSK9 inhibitor trials were included, providing data on 79,578 participants. Results were scaled to a one mmol/L lower LDL-C concentration. Results: The PCSK9 GS (comprising 4 SNPs) associations with plasma lipid and apolipoprotein levels were consistent in direction with treatment effects. The GS odds ratio (OR) for myocardial infarction (MI) was 0.53 (95% CI 0.42; 0.68), compared to a PCSK9 inhibitor effect of 0.90 (95% CI 0.86; 0.93). For ischemic stroke ORs were 0.84 (95% CI 0.57; 1.22) for the GS, compared to 0.85 (95% CI 0.78; 0.93) in the drug trials. ORs with type 2 diabetes mellitus (T2DM) were 1.29 (95% CI 1.11; 1.50) for the GS, as compared to 1.00 (95% CI 0.96; 1.04) for incident T2DM in PCSK9 inhibitor trials. No genetic associations were observed for cancer, heart failure, atrial fibrillation, chronic obstructive pulmonary disease, or Alzheimer's disease - outcomes for which large-scale trial data were unavailable. Conclusions: Genetic variation at the PCSK9 locus recapitulates the effects of therapeutic inhibition of PCSK9 on major blood lipid fractions and MI. While indicating an increased risk of T2DM, no other possible safety concerns were shown; although precision was moderate.

Original languageEnglish
Article number240
JournalBMC Cardiovascular Disorders
Volume19
Issue number1
DOIs
Publication statusPublished - 2019
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Genetic association studies
  • LDL-cholesterol
  • Mendelian randomisation
  • Phenome-wide association scan

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