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

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 PCSK...

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Autores principales: 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, Willeit, Karin, 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820948/
https://www.ncbi.nlm.nih.gov/pubmed/31664920
http://dx.doi.org/10.1186/s12872-019-1187-z
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author 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
Willeit, Karin
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.
author_facet 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
Willeit, Karin
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.
author_sort Schmidt, Amand F.
collection PubMed
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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12872-019-1187-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-68209482019-11-04 Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9 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 Willeit, Karin 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. BMC Cardiovasc Disord Research Article 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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12872-019-1187-z) contains supplementary material, which is available to authorized users. BioMed Central 2019-10-29 /pmc/articles/PMC6820948/ /pubmed/31664920 http://dx.doi.org/10.1186/s12872-019-1187-z Text en © The Author(s). 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
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
Willeit, Karin
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.
Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9
title Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9
title_full Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9
title_fullStr Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9
title_full_unstemmed Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9
title_short Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9
title_sort phenome-wide association analysis of ldl-cholesterol lowering genetic variants in pcsk9
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820948/
https://www.ncbi.nlm.nih.gov/pubmed/31664920
http://dx.doi.org/10.1186/s12872-019-1187-z
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AT demuthilja phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT normankristina phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT steinhagenthiessenelisabeth phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT demuthjuri phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT bertramlars phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT lillchristinam phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT coassinstefan phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT willeitjohann phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT kiechlstefan phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT willeitkarin phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT masondan phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT wrightjohn phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT morrisrichard phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT wanametheegoya phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT whincuppeter phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT benshlomoyoav phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT mclachlanstela phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT pricejackief phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT kivimakimika phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT welchcatherine phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT sanchezgalvezadelaida phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT marquesvidalpedro phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT nicolaidesandrew phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT panayiotouandrieg phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT onlandmoretncharlotte phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT vanderschouwyvonnet phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT matullogiuseppe phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT fioritogiovanni phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT guarrerasimonetta phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT sacerdotecarlotta phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT warehamnicholasj phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT langenbergclaudia phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT scottroberta phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT luanjianan phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT bobakmartin phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT malyutinasofia phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT pajakandrzej phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT kubinovaruzena phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT tamosiunasabdonas phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT pikharthynek phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT grarupniels phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT pedersenoluf phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT hansentorben phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT linnebergallan phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT jesstine phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT cooperjackie phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT humphriesstevee phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT brilliantmurray phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT kitchnerterrie phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT hakonarsonhakon phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT carrelldavids phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT mccartycatherinea phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT lesterkirchnerh phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT larsonericb phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT crosslindavidr phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT deandrademariza phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT rodendanm phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT dennyjoshuac phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT cartycara phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT hancockstephen phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT attiajohn phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT hollidayelizabeth phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT scottrodney phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT schofieldpeter phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT odonnellmartin phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT yusufsalim phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT chongmichael phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT pareguillaume phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT vanderharstpim phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT saidmabdullah phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT eppingarubenn phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT verweijniek phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT sniederharold phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT christentim phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT mookkanamorido phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT gustafssonstefan phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT lindlars phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT ingelssonerik phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT pazokiraha phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT francooscar phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT hofmanalbert phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT uitterlindenandre phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT dehghanabbas phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT teumeralexander phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT baumeistersebastian phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT dorrmarcus phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT lerchmarkusm phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT volkeruwe phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT volzkehenry phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT wardjoey phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT pelljillp phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT meadetom phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT christopherseningride phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT maitlandvanderzeeankeh phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT baranovaekaterinav phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT youngrobin phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT fordian phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT campbellarchie phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT padmanabhansandosh phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT botsmichiell phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT grobbeediedericke phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT froguelphilippe phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT thuillierdorothee phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT rousselronan phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT bonnefondamelie phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT carioubertrand phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT smartmelissa phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT baoyanchun phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT kumarimeena phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT mahajananubha phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT hopewelljemmac phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT seshadrisudha phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT dalecaroline phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT costaruiprovidenciae phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT ridkerpaulm phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT chasmandanieli phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT reineralexp phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT ritchiemarylynd phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT langelesliea phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT cornishalexj phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT dobbinssarae phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT hemminkikari phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT kinnersleyben phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT sansonmarc phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT labrechekarim phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT simonmatthias phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT bondymelissa phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT lawphilip phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT speedyhelen phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT allanjames phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT lini phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT wentmolly phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT weinholdniels phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT morgangareth phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT sonneveldpieter phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT nilssonbjorn phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT goldschmidthartmut phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT sudamit phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT engertandreas phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT hanssonmarkus phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT hemingwayharry phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT asselbergsfolkertw phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT patelriyazs phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT keatingbrendanj phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT sattarnaveed phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT houlstonrichard phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT casasjuanp phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9
AT hingoraniaroond phenomewideassociationanalysisofldlcholesterolloweringgeneticvariantsinpcsk9