Replication of LDL GWAs hits in PROSPER/PHASE as validation for future (pharmaco)genetic analyses

Hdl Handle:
http://hdl.handle.net/10147/189004
Title:
Replication of LDL GWAs hits in PROSPER/PHASE as validation for future (pharmaco)genetic analyses
Authors:
Trompet, Stella; de Craen, Anton JM; Postmus, Iris; Ford, Ian; Sattar, Naveed; Caslake, Muriel; Stott, David J; Buckley, Brendan M; Sacks, Frank; Devlin, James J; Slagboom, P ELINE; Westendorp, Rudi GJ; Jukema, J WOUTER
Citation:
BMC Medical Genetics. 2011 Oct 06;12(1):131
Issue Date:
6-Oct-2011
URI:
http://hdl.handle.net/10147/189004
Abstract:
Abstract Background The PHArmacogenetic study of Statins in the Elderly at risk (PHASE) is a genome wide association study in the PROspective Study of Pravastatin in the Elderly at risk for vascular disease (PROSPER) that investigates the genetic variation responsible for the individual variation in drug response to pravastatin. Statins lower LDL-cholesterol in general by 30%, however not in all subjects. Moreover, clinical response is highly variable and adverse effects occur in a minority of patients. In this report we first describe the rationale of the PROSPER/PHASE project and second show that the PROSPER/PHASE study can be used to study pharmacogenetics in the elderly. Methods The genome wide association study (GWAS) was conducted using the Illumina 660K-Quad beadchips following manufacturer's instructions. After a stringent quality control 557,192 SNPs in 5,244 subjects were available for analysis. To maximize the availability of genetic data and coverage of the genome, imputation up to 2.5 million autosomal CEPH HapMap SNPs was performed with MACH imputation software. The GWAS for LDL-cholesterol is assessed with an additive linear regression model in PROBABEL software, adjusted for age, sex, and country of origin to account for population stratification. Results Forty-two SNPs reached the GWAS significant threshold of p = 5.0e-08 in 5 genomic loci (APOE/APOC1; LDLR; FADS2/FEN1; HMGCR; PSRC1/CELSR5). The top SNP (rs445925, chromosome 19) with a p-value of p = 2.8e-30 is located within the APOC1 gene and near the APOE gene. The second top SNP (rs6511720, chromosome 19) with a p-value of p = 5.22e-15 is located within the LDLR gene. All 5 genomic loci were previously associated with LDL-cholesterol levels, no novel loci were identified. Replication in WOSCOPS and CARE confirmed our results. Conclusion With the GWAS in the PROSPER/PHASE study we confirm the previously found genetic associations with LDL-cholesterol levels. With this proof-of-principle study we show that the PROSPER/PHASE study can be used to investigate genetic associations in a similar way to population based studies. The next step of the PROSPER/PHASE study is to identify the genetic variation responsible for the variation in LDL-cholesterol lowering in response to statin treatment in collaboration with other large trials.
Item Type:
Journal Article

Full metadata record

DC FieldValue Language
dc.contributor.authorTrompet, Stella-
dc.contributor.authorde Craen, Anton JM-
dc.contributor.authorPostmus, Iris-
dc.contributor.authorFord, Ian-
dc.contributor.authorSattar, Naveed-
dc.contributor.authorCaslake, Muriel-
dc.contributor.authorStott, David J-
dc.contributor.authorBuckley, Brendan M-
dc.contributor.authorSacks, Frank-
dc.contributor.authorDevlin, James J-
dc.contributor.authorSlagboom, P ELINE-
dc.contributor.authorWestendorp, Rudi GJ-
dc.contributor.authorJukema, J WOUTER-
dc.date.accessioned2011-11-08T09:23:22Z-
dc.date.available2011-11-08T09:23:22Z-
dc.date.issued2011-10-06-
dc.identifierhttp://dx.doi.org/10.1186/1471-2350-12-131-
dc.identifier.citationBMC Medical Genetics. 2011 Oct 06;12(1):131-
dc.identifier.urihttp://hdl.handle.net/10147/189004-
dc.description.abstractAbstract Background The PHArmacogenetic study of Statins in the Elderly at risk (PHASE) is a genome wide association study in the PROspective Study of Pravastatin in the Elderly at risk for vascular disease (PROSPER) that investigates the genetic variation responsible for the individual variation in drug response to pravastatin. Statins lower LDL-cholesterol in general by 30%, however not in all subjects. Moreover, clinical response is highly variable and adverse effects occur in a minority of patients. In this report we first describe the rationale of the PROSPER/PHASE project and second show that the PROSPER/PHASE study can be used to study pharmacogenetics in the elderly. Methods The genome wide association study (GWAS) was conducted using the Illumina 660K-Quad beadchips following manufacturer's instructions. After a stringent quality control 557,192 SNPs in 5,244 subjects were available for analysis. To maximize the availability of genetic data and coverage of the genome, imputation up to 2.5 million autosomal CEPH HapMap SNPs was performed with MACH imputation software. The GWAS for LDL-cholesterol is assessed with an additive linear regression model in PROBABEL software, adjusted for age, sex, and country of origin to account for population stratification. Results Forty-two SNPs reached the GWAS significant threshold of p = 5.0e-08 in 5 genomic loci (APOE/APOC1; LDLR; FADS2/FEN1; HMGCR; PSRC1/CELSR5). The top SNP (rs445925, chromosome 19) with a p-value of p = 2.8e-30 is located within the APOC1 gene and near the APOE gene. The second top SNP (rs6511720, chromosome 19) with a p-value of p = 5.22e-15 is located within the LDLR gene. All 5 genomic loci were previously associated with LDL-cholesterol levels, no novel loci were identified. Replication in WOSCOPS and CARE confirmed our results. Conclusion With the GWAS in the PROSPER/PHASE study we confirm the previously found genetic associations with LDL-cholesterol levels. With this proof-of-principle study we show that the PROSPER/PHASE study can be used to investigate genetic associations in a similar way to population based studies. The next step of the PROSPER/PHASE study is to identify the genetic variation responsible for the variation in LDL-cholesterol lowering in response to statin treatment in collaboration with other large trials.-
dc.titleReplication of LDL GWAs hits in PROSPER/PHASE as validation for future (pharmaco)genetic analyses-
dc.typeJournal Article-
dc.language.rfc3066en-
dc.rights.holderTrompet et al.; licensee BioMed Central Ltd.-
dc.description.statusPeer Reviewed-
dc.date.updated2011-11-03T20:09:07Z-
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