Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9.
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BORIS DOI
Publisher DOI
PubMed ID
31664920
Description
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.
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.
Date of Publication
2019-10-29
Publication Type
Article
Subject(s)
Keyword(s)
Genetic association studies LDL-cholesterol Mendelian randomisation Phenome-wide association scan
Language(s)
en
Contributor(s)
Schmidt, Amand F | |
Holmes, Michael V | |
Preiss, David | |
Swerdlow, Daniel I | |
Denaxas, Spiros | |
Fatemifar, Ghazaleh | |
Faraway, Rupert | |
Finan, Chris | |
Valentine, Dennis | |
Fairhurst-Hunter, Zammy | |
Hartwig, Fernando Pires | |
Horta, Bernardo Lessa | |
Hypponen, Elina | |
Power, Christine | |
Moldovan, Max | |
van Iperen, Erik | |
Hovingh, Kees | |
Demuth, Ilja | |
Norman, Kristina | |
Steinhagen-Thiessen, Elisabeth | |
Demuth, Juri | |
Bertram, Lars | |
Lill, Christina M | |
Coassin, Stefan | |
Willeit, Johann | |
Kiechl, Stefan | |
Mason, Dan | |
Wright, John | |
Morris, Richard | |
Wanamethee, Goya | |
Whincup, Peter | |
Ben-Shlomo, Yoav | |
McLachlan, Stela | |
Price, Jackie F | |
Kivimaki, Mika | |
Welch, Catherine | |
Sanchez-Galvez, Adelaida | |
Marques-Vidal, Pedro | |
Nicolaides, Andrew | |
Panayiotou, Andrie G | |
Onland-Moret, N Charlotte | |
van der Schouw, Yvonne T | |
Matullo, Giuseppe | |
Fiorito, Giovanni | |
Guarrera, Simonetta | |
Sacerdote, Carlotta | |
Wareham, Nicholas J | |
Langenberg, Claudia | |
Scott, Robert A | |
Luan, Jian'an | |
Bobak, Martin | |
Malyutina, Sofia | |
Pająk, Andrzej | |
Kubinova, Ruzena | |
Tamosiunas, Abdonas | |
Pikhart, Hynek | |
Grarup, Niels | |
Pedersen, Oluf | |
Hansen, Torben | |
Linneberg, Allan | |
Jess, Tine | |
Cooper, Jackie | |
Humphries, Steve E | |
Brilliant, Murray | |
Kitchner, Terrie | |
Hakonarson, Hakon | |
Carrell, David S | |
McCarty, Catherine A | |
Lester, Kirchner H | |
Larson, Eric B | |
Crosslin, David R | |
de Andrade, Mariza | |
Roden, Dan M | |
Denny, Joshua C | |
Carty, Cara | |
Hancock, Stephen | |
Attia, John | |
Holliday, Elizabeth | |
Scott, Rodney | |
Schofield, Peter | |
O'Donnell, Martin | |
Yusuf, Salim | |
Chong, Michael | |
Pare, Guillaume | |
van der Harst, Pim | |
Said, M Abdullah | |
Eppinga, Ruben N | |
Verweij, Niek | |
Snieder, Harold | |
Christen, Tim | |
Mook-Kanamori, D O | |
Gustafsson, Stefan | |
Lind, Lars | |
Ingelsson, Erik | |
Pazoki, Raha | |
Franco, Oscar | |
Hofman, Albert | |
Uitterlinden, Andre | |
Dehghan, Abbas | |
Teumer, Alexander | |
Baumeister, Sebastian | |
Dörr, Marcus | |
Lerch, Markus M | |
Völker, Uwe | |
Völzke, Henry | |
Ward, Joey | |
Pell, Jill P | |
Meade, Tom | |
Christophersen, Ingrid E | |
Maitland-van der Zee, Anke H | |
Baranova, Ekaterina V | |
Young, Robin | |
Ford, Ian | |
Campbell, Archie | |
Padmanabhan, Sandosh | |
Bots, Michiel L | |
Grobbee, Diederick E | |
Froguel, Philippe | |
Thuillier, Dorothée | |
Roussel, Ronan | |
Bonnefond, Amélie | |
Cariou, Bertrand | |
Smart, Melissa | |
Bao, Yanchun | |
Kumari, Meena | |
Mahajan, Anubha | |
Hopewell, Jemma C | |
Seshadri, Sudha | |
Dale, Caroline | |
Costa, Rui Providencia E | |
Ridker, Paul M | |
Chasman, Daniel I | |
Reiner, Alex P | |
Ritchie, Marylyn D | |
Lange, Leslie A | |
Cornish, Alex J | |
Dobbins, Sara E | |
Hemminki, Kari | |
Kinnersley, Ben | |
Sanson, Marc | |
Labreche, Karim | |
Simon, Matthias | |
Bondy, Melissa | |
Law, Philip | |
Speedy, Helen | |
Allan, James | |
Li, Ni | |
Went, Molly | |
Weinhold, Niels | |
Morgan, Gareth | |
Sonneveld, Pieter | |
Nilsson, Björn | |
Goldschmidt, Hartmut | |
Sud, Amit | |
Engert, Andreas | |
Hansson, Markus | |
Hemingway, Harry | |
Asselbergs, Folkert W | |
Patel, Riyaz S | |
Keating, Brendan J | |
Sattar, Naveed | |
Houlston, Richard | |
Casas, Juan P | |
Hingorani, Aroon D |
Additional Credits
Series
BMC cardiovascular disorders
Publisher
BioMed Central
ISSN
1471-2261
Access(Rights)
open.access