Pharmacogenetic meta-analysis of baseline risk factors, pharmacodynamic, efficacy and tolerability endpoints from two large global cardiovascular outcomes trials for darapladib

Darapladib, a lipoprotein-associated phospholipase A2 (Lp-PLA2) inhibitor, failed to demonstrate efficacy for the primary endpoints in two large phase III cardiovascular outcomes trials, one in stable coronary heart disease patients (STABILITY) and one in acute coronary syndrome (SOLID-TIMI 52). No...

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Veröffentlicht in:PloS one 2017-07, Vol.12 (7), p.e0182115-e0182115
Hauptverfasser: Yeo, Astrid, Li, Li, Warren, Liling, Aponte, Jennifer, Fraser, Dana, King, Karen, Johansson, Kelley, Barnes, Allison, MacPhee, Colin, Davies, Richard, Chissoe, Stephanie, Tarka, Elizabeth, O'Donoghue, Michelle L, White, Harvey D, Wallentin, Lars, Waterworth, Dawn
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container_issue 7
container_start_page e0182115
container_title PloS one
container_volume 12
creator Yeo, Astrid
Li, Li
Warren, Liling
Aponte, Jennifer
Fraser, Dana
King, Karen
Johansson, Kelley
Barnes, Allison
MacPhee, Colin
Davies, Richard
Chissoe, Stephanie
Tarka, Elizabeth
O'Donoghue, Michelle L
White, Harvey D
Wallentin, Lars
Waterworth, Dawn
description Darapladib, a lipoprotein-associated phospholipase A2 (Lp-PLA2) inhibitor, failed to demonstrate efficacy for the primary endpoints in two large phase III cardiovascular outcomes trials, one in stable coronary heart disease patients (STABILITY) and one in acute coronary syndrome (SOLID-TIMI 52). No major safety signals were observed but tolerability issues of diarrhea and odor were common (up to 13%). We hypothesized that genetic variants associated with Lp-PLA2 activity may influence efficacy and tolerability and therefore performed a comprehensive pharmacogenetic analysis of both trials. We genotyped patients within the STABILITY and SOLID-TIMI 52 trials who provided a DNA sample and consent (n = 13,577 and 10,404 respectively, representing 86% and 82% of the trial participants) using genome-wide arrays with exome content and performed imputation using a 1000 Genomes reference panel. We investigated baseline and change from baseline in Lp-PLA2 activity, two efficacy endpoints (major coronary events and myocardial infarction) as well as tolerability parameters at genome-wide and candidate gene level using a meta-analytic approach. We replicated associations of published loci on baseline Lp-PLA2 activity (APOE, CELSR2, LPA, PLA2G7, LDLR and SCARB1) and identified three novel loci (TOMM5, FRMD5 and LPL) using the GWAS-significance threshold P≤5E-08. Review of the PLA2G7 gene (encoding Lp-PLA2) within these datasets identified V279F null allele carriers as well as three other rare exonic null alleles within various ethnic groups, however none of these variants nor any other loci associated with Lp-PLA2 activity at baseline were associated with any of the drug response endpoints. The analysis of darapladib efficacy endpoints, despite low power, identified six low frequency loci with main genotype effect (though with borderline imputation scores) and one common locus (minor allele frequency 0.24) with genotype by treatment interaction effect passing the GWAS-significance threshold. This locus conferred risk in placebo subjects, hazard ratio (HR) 1.22 with 95% confidence interval (CI) 1.11-1.33, but was protective in darapladib subjects, HR 0.79 (95% CI 0.71-0.88). No major loci for tolerability were found. Thus, genetic analysis confirmed and extended the influence of lipoprotein loci on Lp-PLA2 levels, identified some novel null alleles in the PLA2G7 gene, and only identified one potentially efficacious subgroup within these two large clinical trials.
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No major safety signals were observed but tolerability issues of diarrhea and odor were common (up to 13%). We hypothesized that genetic variants associated with Lp-PLA2 activity may influence efficacy and tolerability and therefore performed a comprehensive pharmacogenetic analysis of both trials. We genotyped patients within the STABILITY and SOLID-TIMI 52 trials who provided a DNA sample and consent (n = 13,577 and 10,404 respectively, representing 86% and 82% of the trial participants) using genome-wide arrays with exome content and performed imputation using a 1000 Genomes reference panel. We investigated baseline and change from baseline in Lp-PLA2 activity, two efficacy endpoints (major coronary events and myocardial infarction) as well as tolerability parameters at genome-wide and candidate gene level using a meta-analytic approach. We replicated associations of published loci on baseline Lp-PLA2 activity (APOE, CELSR2, LPA, PLA2G7, LDLR and SCARB1) and identified three novel loci (TOMM5, FRMD5 and LPL) using the GWAS-significance threshold P≤5E-08. Review of the PLA2G7 gene (encoding Lp-PLA2) within these datasets identified V279F null allele carriers as well as three other rare exonic null alleles within various ethnic groups, however none of these variants nor any other loci associated with Lp-PLA2 activity at baseline were associated with any of the drug response endpoints. The analysis of darapladib efficacy endpoints, despite low power, identified six low frequency loci with main genotype effect (though with borderline imputation scores) and one common locus (minor allele frequency 0.24) with genotype by treatment interaction effect passing the GWAS-significance threshold. This locus conferred risk in placebo subjects, hazard ratio (HR) 1.22 with 95% confidence interval (CI) 1.11-1.33, but was protective in darapladib subjects, HR 0.79 (95% CI 0.71-0.88). No major loci for tolerability were found. 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This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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No major safety signals were observed but tolerability issues of diarrhea and odor were common (up to 13%). We hypothesized that genetic variants associated with Lp-PLA2 activity may influence efficacy and tolerability and therefore performed a comprehensive pharmacogenetic analysis of both trials. We genotyped patients within the STABILITY and SOLID-TIMI 52 trials who provided a DNA sample and consent (n = 13,577 and 10,404 respectively, representing 86% and 82% of the trial participants) using genome-wide arrays with exome content and performed imputation using a 1000 Genomes reference panel. We investigated baseline and change from baseline in Lp-PLA2 activity, two efficacy endpoints (major coronary events and myocardial infarction) as well as tolerability parameters at genome-wide and candidate gene level using a meta-analytic approach. We replicated associations of published loci on baseline Lp-PLA2 activity (APOE, CELSR2, LPA, PLA2G7, LDLR and SCARB1) and identified three novel loci (TOMM5, FRMD5 and LPL) using the GWAS-significance threshold P≤5E-08. Review of the PLA2G7 gene (encoding Lp-PLA2) within these datasets identified V279F null allele carriers as well as three other rare exonic null alleles within various ethnic groups, however none of these variants nor any other loci associated with Lp-PLA2 activity at baseline were associated with any of the drug response endpoints. The analysis of darapladib efficacy endpoints, despite low power, identified six low frequency loci with main genotype effect (though with borderline imputation scores) and one common locus (minor allele frequency 0.24) with genotype by treatment interaction effect passing the GWAS-significance threshold. This locus conferred risk in placebo subjects, hazard ratio (HR) 1.22 with 95% confidence interval (CI) 1.11-1.33, but was protective in darapladib subjects, HR 0.79 (95% CI 0.71-0.88). No major loci for tolerability were found. 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meta-analysis of baseline risk factors, pharmacodynamic, efficacy and tolerability endpoints from two large global cardiovascular outcomes trials for darapladib</title><author>Yeo, Astrid ; Li, Li ; Warren, Liling ; Aponte, Jennifer ; Fraser, Dana ; King, Karen ; Johansson, Kelley ; Barnes, Allison ; MacPhee, Colin ; Davies, Richard ; Chissoe, Stephanie ; Tarka, Elizabeth ; O'Donoghue, Michelle L ; White, Harvey D ; Wallentin, Lars ; Waterworth, Dawn</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c729t-3f20837d0944b1a580fb375f2ed563a2a9b346c567683a5537a2e2133a0af97c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>1-Alkyl-2-acetylglycerophosphocholine Esterase - antagonists &amp; inhibitors</topic><topic>1-Alkyl-2-acetylglycerophosphocholine Esterase - genetics</topic><topic>Aged</topic><topic>Alleles</topic><topic>Apolipoprotein E</topic><topic>Benzaldehydes - adverse effects</topic><topic>Benzaldehydes - pharmacokinetics</topic><topic>Benzaldehydes - therapeutic use</topic><topic>Bioinformatics</topic><topic>Biology and Life Sciences</topic><topic>Cardiovascular disease</topic><topic>Cardiovascular diseases</topic><topic>Care and treatment</topic><topic>Clinical trials</topic><topic>Clinical Trials as Topic</topic><topic>Confidence intervals</topic><topic>Coronary artery disease</topic><topic>Coronary Disease - drug therapy</topic><topic>Coronary Disease - genetics</topic><topic>Coronary Disease - metabolism</topic><topic>Coronary vessels</topic><topic>Deoxyribonucleic acid</topic><topic>Diarrhea</topic><topic>DNA</topic><topic>Effectiveness</topic><topic>Enzymes</topic><topic>Female</topic><topic>Gene expression</topic><topic>Gene frequency</topic><topic>Genetic analysis</topic><topic>Genetic aspects</topic><topic>Genetic diversity</topic><topic>Genetic variance</topic><topic>Genetics</topic><topic>Genomes</topic><topic>Genotypes</topic><topic>Heart</topic><topic>Heart attack</topic><topic>Heart attacks</topic><topic>Heart diseases</topic><topic>Humans</topic><topic>Lipids</topic><topic>Lipoproteins</topic><topic>Loci</topic><topic>Low density lipoprotein receptors</topic><topic>Male</topic><topic>Mathematical analysis</topic><topic>Medical research</topic><topic>Medicine</topic><topic>Medicine and Health Sciences</topic><topic>Meta-analysis</topic><topic>Metabolism</topic><topic>Middle Aged</topic><topic>Minority &amp; ethnic groups</topic><topic>Myocardial infarction</topic><topic>Odor</topic><topic>Odors</topic><topic>Oximes - adverse effects</topic><topic>Oximes - pharmacokinetics</topic><topic>Oximes - therapeutic use</topic><topic>Patients</topic><topic>Pharmacodynamics</topic><topic>Pharmacology</topic><topic>Phospholipase</topic><topic>Phospholipase A2</topic><topic>Phospholipase A2 Inhibitors - adverse effects</topic><topic>Phospholipase A2 Inhibitors - pharmacokinetics</topic><topic>Phospholipase A2 Inhibitors - therapeutic use</topic><topic>Physical Sciences</topic><topic>Population</topic><topic>Principal components analysis</topic><topic>Research and Analysis Methods</topic><topic>Risk analysis</topic><topic>Risk Factors</topic><topic>Stability analysis</topic><topic>Studies</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yeo, Astrid</creatorcontrib><creatorcontrib>Li, Li</creatorcontrib><creatorcontrib>Warren, Liling</creatorcontrib><creatorcontrib>Aponte, Jennifer</creatorcontrib><creatorcontrib>Fraser, Dana</creatorcontrib><creatorcontrib>King, Karen</creatorcontrib><creatorcontrib>Johansson, Kelley</creatorcontrib><creatorcontrib>Barnes, Allison</creatorcontrib><creatorcontrib>MacPhee, Colin</creatorcontrib><creatorcontrib>Davies, Richard</creatorcontrib><creatorcontrib>Chissoe, Stephanie</creatorcontrib><creatorcontrib>Tarka, Elizabeth</creatorcontrib><creatorcontrib>O'Donoghue, Michelle L</creatorcontrib><creatorcontrib>White, Harvey D</creatorcontrib><creatorcontrib>Wallentin, Lars</creatorcontrib><creatorcontrib>Waterworth, Dawn</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Nursing &amp; Allied Health Database</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology 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available online</collection><collection>SWEPUB Uppsala universitet</collection><collection>SwePub Articles full text</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yeo, Astrid</au><au>Li, Li</au><au>Warren, Liling</au><au>Aponte, Jennifer</au><au>Fraser, Dana</au><au>King, Karen</au><au>Johansson, Kelley</au><au>Barnes, Allison</au><au>MacPhee, Colin</au><au>Davies, Richard</au><au>Chissoe, Stephanie</au><au>Tarka, Elizabeth</au><au>O'Donoghue, Michelle L</au><au>White, Harvey D</au><au>Wallentin, Lars</au><au>Waterworth, Dawn</au><au>Norata, Giuseppe Danilo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pharmacogenetic meta-analysis of baseline risk factors, pharmacodynamic, efficacy and tolerability endpoints from two large global cardiovascular outcomes trials for darapladib</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2017-07-28</date><risdate>2017</risdate><volume>12</volume><issue>7</issue><spage>e0182115</spage><epage>e0182115</epage><pages>e0182115-e0182115</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Darapladib, a lipoprotein-associated phospholipase A2 (Lp-PLA2) inhibitor, failed to demonstrate efficacy for the primary endpoints in two large phase III cardiovascular outcomes trials, one in stable coronary heart disease patients (STABILITY) and one in acute coronary syndrome (SOLID-TIMI 52). No major safety signals were observed but tolerability issues of diarrhea and odor were common (up to 13%). We hypothesized that genetic variants associated with Lp-PLA2 activity may influence efficacy and tolerability and therefore performed a comprehensive pharmacogenetic analysis of both trials. We genotyped patients within the STABILITY and SOLID-TIMI 52 trials who provided a DNA sample and consent (n = 13,577 and 10,404 respectively, representing 86% and 82% of the trial participants) using genome-wide arrays with exome content and performed imputation using a 1000 Genomes reference panel. We investigated baseline and change from baseline in Lp-PLA2 activity, two efficacy endpoints (major coronary events and myocardial infarction) as well as tolerability parameters at genome-wide and candidate gene level using a meta-analytic approach. We replicated associations of published loci on baseline Lp-PLA2 activity (APOE, CELSR2, LPA, PLA2G7, LDLR and SCARB1) and identified three novel loci (TOMM5, FRMD5 and LPL) using the GWAS-significance threshold P≤5E-08. Review of the PLA2G7 gene (encoding Lp-PLA2) within these datasets identified V279F null allele carriers as well as three other rare exonic null alleles within various ethnic groups, however none of these variants nor any other loci associated with Lp-PLA2 activity at baseline were associated with any of the drug response endpoints. The analysis of darapladib efficacy endpoints, despite low power, identified six low frequency loci with main genotype effect (though with borderline imputation scores) and one common locus (minor allele frequency 0.24) with genotype by treatment interaction effect passing the GWAS-significance threshold. This locus conferred risk in placebo subjects, hazard ratio (HR) 1.22 with 95% confidence interval (CI) 1.11-1.33, but was protective in darapladib subjects, HR 0.79 (95% CI 0.71-0.88). No major loci for tolerability were found. Thus, genetic analysis confirmed and extended the influence of lipoprotein loci on Lp-PLA2 levels, identified some novel null alleles in the PLA2G7 gene, and only identified one potentially efficacious subgroup within these two large clinical trials.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>28753643</pmid><doi>10.1371/journal.pone.0182115</doi><tpages>e0182115</tpages><orcidid>https://orcid.org/0000-0001-7043-4865</orcidid><orcidid>https://orcid.org/0000-0003-0378-6531</orcidid><orcidid>https://orcid.org/0000-0003-2043-4757</orcidid><orcidid>https://orcid.org/0000-0002-4542-0784</orcidid><orcidid>https://orcid.org/0000-0002-9226-1317</orcidid><orcidid>https://orcid.org/0000-0003-1680-0232</orcidid><oa>free_for_read</oa></addata></record>
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subjects 1-Alkyl-2-acetylglycerophosphocholine Esterase - antagonists & inhibitors
1-Alkyl-2-acetylglycerophosphocholine Esterase - genetics
Aged
Alleles
Apolipoprotein E
Benzaldehydes - adverse effects
Benzaldehydes - pharmacokinetics
Benzaldehydes - therapeutic use
Bioinformatics
Biology and Life Sciences
Cardiovascular disease
Cardiovascular diseases
Care and treatment
Clinical trials
Clinical Trials as Topic
Confidence intervals
Coronary artery disease
Coronary Disease - drug therapy
Coronary Disease - genetics
Coronary Disease - metabolism
Coronary vessels
Deoxyribonucleic acid
Diarrhea
DNA
Effectiveness
Enzymes
Female
Gene expression
Gene frequency
Genetic analysis
Genetic aspects
Genetic diversity
Genetic variance
Genetics
Genomes
Genotypes
Heart
Heart attack
Heart attacks
Heart diseases
Humans
Lipids
Lipoproteins
Loci
Low density lipoprotein receptors
Male
Mathematical analysis
Medical research
Medicine
Medicine and Health Sciences
Meta-analysis
Metabolism
Middle Aged
Minority & ethnic groups
Myocardial infarction
Odor
Odors
Oximes - adverse effects
Oximes - pharmacokinetics
Oximes - therapeutic use
Patients
Pharmacodynamics
Pharmacology
Phospholipase
Phospholipase A2
Phospholipase A2 Inhibitors - adverse effects
Phospholipase A2 Inhibitors - pharmacokinetics
Phospholipase A2 Inhibitors - therapeutic use
Physical Sciences
Population
Principal components analysis
Research and Analysis Methods
Risk analysis
Risk Factors
Stability analysis
Studies
title Pharmacogenetic meta-analysis of baseline risk factors, pharmacodynamic, efficacy and tolerability endpoints from two large global cardiovascular outcomes trials for darapladib
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