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Postmus I, Warren HR, Trompet S, Arsenault BJ, Avery CL, Bis JC, Chasman DI, de Keyser CE, Deshmukh HA, Evans DS, Feng Q, Li X, Smit RAJ, Smith AV, Sun F, Taylor KD, Arnold AM, Barnes MR, Barratt BJ, Betteridge J, Boekholdt SM, Boerwinkle E, Buckley BM, Chen YDI, de Craen AJM, Cummings SR, Denny JC, Dubé MP, Durrington PN, Eiriksdottir G, Ford I, Guo X, Harris TB, Heckbert SR, Hofman A, Hovingh GK, Kastelein JJP, Launer LJ, Liu CT, Liu Y, Lumley T, McKeigue PM, Munroe PB, Neil A, Nickerson DA, Nyberg F, O’Brien E, O’Donnell CJ, Post W, Poulter N, Vasan RS, Rice K, Rich SS, Rivadeneira F, Sattar N, Sever P, Shaw-Hawkins S, Shields DC, Slagboom PE, Smith NL, Smith JD, Sotoodehnia N, Stanton A, Stott DJ, Stricker BH, Stürmer T, Uitterlinden AG, Wei WQ, Westendorp RGJ, Whitsel EA, Wiggins KL, Wilke RA, Ballantyne CM, Colhoun HM, Cupples LA, Franco OH, Gudnason V, Hitman G, Palmer CNA, Psaty BM, Ridker PM, Stafford JM, Stein CM, Tardif JC, Caulfield MJ, Jukema JW, Rotter JI, Krauss RM. Meta-analysis of genome-wide association studies of HDL cholesterol response to statins. J Med Genet 2016; 53:835-845. [PMID: 27587472 PMCID: PMC5309131 DOI: 10.1136/jmedgenet-2016-103966] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 07/03/2016] [Accepted: 07/26/2016] [Indexed: 11/04/2022]
Abstract
BACKGROUND In addition to lowering low density lipoprotein cholesterol (LDL-C), statin therapy also raises high density lipoprotein cholesterol (HDL-C) levels. Inter-individual variation in HDL-C response to statins may be partially explained by genetic variation. METHODS AND RESULTS We performed a meta-analysis of genome-wide association studies (GWAS) to identify variants with an effect on statin-induced high density lipoprotein cholesterol (HDL-C) changes. The 123 most promising signals with p<1×10-4 from the 16 769 statin-treated participants in the first analysis stage were followed up in an independent group of 10 951 statin-treated individuals, providing a total sample size of 27 720 individuals. The only associations of genome-wide significance (p<5×10-8) were between minor alleles at the CETP locus and greater HDL-C response to statin treatment. CONCLUSIONS Based on results from this study that included a relatively large sample size, we suggest that CETP may be the only detectable locus with common genetic variants that influence HDL-C response to statins substantially in individuals of European descent. Although CETP is known to be associated with HDL-C, we provide evidence that this pharmacogenetic effect is independent of its association with baseline HDL-C levels.
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Affiliation(s)
- Iris Postmus
- Department of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, the Netherlands
| | - Helen R Warren
- William Harvey Research Institute, Barts and The London School of Medicine, Queen Mary University of London, United Kingdom EC1M6BQ
- Barts NIHR Biomedical Research Unit
| | - Stella Trompet
- Department of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, the Netherlands
- Department of Cardiology, Leiden University Medical Center, The Netherlands
| | | | - Christy L Avery
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Joshua C Bis
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA
| | - Daniel I Chasman
- Division of Preventive Medicine, Brigham and Women’s Hospital, Boston MA
- Harvard Medical School, Boston, MA
| | | | - Harshal A Deshmukh
- Medical Research Institute, University of Dundee, Ninewells Hospital and Medical School, Dundee, UK
| | - Daniel S Evans
- California Pacific Medical Center Research Institute, San Francisco, CA, USA, 94107
| | - QiPing Feng
- Department of Clinical Pharmacology, Vanderbilt University, Nashville, TN, USA
| | - Xiaohui Li
- Institute for Translational Genomics and Population Sciences, Los Angeles BioMedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America
| | - Roelof AJ Smit
- Department of Cardiology, Leiden University Medical Center, The Netherlands
| | - Albert V Smith
- Icelandic Heart Association, Kopavogur, Iceland
- University of Iceland, Reykjavik, Iceland
| | - Fangui Sun
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Kent D Taylor
- Institute for Translational Genomics and Population Sciences, Los Angeles BioMedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America
| | - Alice M Arnold
- Department of Biostatistics, University of Washington, Seattle, WA USA
| | - Michael R Barnes
- William Harvey Research Institute, Barts and The London School of Medicine, Queen Mary University of London, United Kingdom EC1M6BQ
- Barts NIHR Biomedical Research Unit
| | - Bryan J Barratt
- Personalised Healthcare and Biomarkers, AstraZeneca, Alderley Park, UK
| | | | | | - Eric Boerwinkle
- Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Brendan M Buckley
- Department of Pharmacology and Therapeutics, University College Cork, Ireland
| | - Y-D Ida Chen
- Institute for Translational Genomics and Population Sciences, Los Angeles BioMedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America
| | - Anton JM de Craen
- Department of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, the Netherlands
| | - Steven R Cummings
- California Pacific Medical Center Research Institute, San Francisco, CA, USA, 94107
| | - Joshua C Denny
- Department of Biomedical Informatics, Vanderbilt University, Nashville, TN, USA
- Department of Medicine, Vanderbilt University, USA
| | | | - Paul N Durrington
- Cardiovascular Research Group, School of Biosciences, University of Manchester M13 9NT, UK
| | | | - Ian Ford
- Robertson Center for Biostatistics, University of Glasgow, United Kingdom
| | - Xiuqing Guo
- Institute for Translational Genomics and Population Sciences, Los Angeles BioMedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America
| | - Tamara B Harris
- Laboratory of Epidemiology, Demography, Biometry, National Institute on Aging, National Institutes of Health, 7201 Wisconsin Ave, Bethesda, MD 20892, USA
| | - Susan R Heckbert
- Department of Epidemiology, University of Washington, Seattle WA USA
- Cardiovascular Health Research Unit, University of Washington, Seattle, WA, USA
- Group Health Research Institute, Group Health Cooperative, Seattle WA USA
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- The Netherlands Consortium for Healthy Ageing, Leiden, the Netherlands
| | - G Kees Hovingh
- Department of Vascular Medicine, Academic Medical Center, Amsterdam, NL
| | - John JP Kastelein
- Department of Vascular Medicine, Academic Medical Center, Amsterdam, NL
| | - Leonore J Launer
- Laboratory of Epidemiology, Demography, Biometry, National Institute on Aging, National Institutes of Health, 7201 Wisconsin Ave, Bethesda, MD 20892, USA
| | - Ching-Ti Liu
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Yongmei Liu
- Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA, 27157
| | - Thomas Lumley
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA
- Department of Statistic, University of Auckland, Auckland, New Zealand
| | | | - Patricia B Munroe
- William Harvey Research Institute, Barts and The London School of Medicine, Queen Mary University of London, United Kingdom EC1M6BQ
- Barts NIHR Biomedical Research Unit
| | - Andrew Neil
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Churchill Hospital, Old Road, Headington, Oxford, OX3 7LJ UK
| | - Deborah A Nickerson
- Department of Genome Sciences, University of Washington, Seattle, Washington, United States of America
| | - Fredrik Nyberg
- Medical Evidence and Observational Research, AstraZeneca Gothenburg, Mölndal, Sweden
- Unit of Occupational and Environmental Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Eoin O’Brien
- The Conway Institute, University College Dublin, Dublin 4, Ireland
| | - Christopher J O’Donnell
- NHLBI Framingham Heart Study, Framingham, MA, USA
- Cardiology Division, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- National Heart, Lung and Blood Institute, Bethesda, MD
| | - Wendy Post
- Department of Cardiology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Neil Poulter
- International Centre for Circulatory Health, Imperial College, London UK
| | - Ramachandran S Vasan
- Section of Preventive Medicine and Epidemiology, Department of Medicine, Boston University School of Medicine, and the Framingham Heart Study, Framingham, MA, USA
| | - Kenneth Rice
- Department of Biostatistics, University of Washington, Seattle, WA USA
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Fernando Rivadeneira
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Naveed Sattar
- BHF Glasgow Cardiovascular Research Centre, Faculty of Medicine, Glasgow, United Kingdom
| | - Peter Sever
- International Centre for Circulatory Health, Imperial College, London UK
| | - Sue Shaw-Hawkins
- William Harvey Research Institute, Barts and The London School of Medicine, Queen Mary University of London, United Kingdom EC1M6BQ
- Barts NIHR Biomedical Research Unit
| | - Denis C Shields
- The Conway Institute, University College Dublin, Dublin 4, Ireland
- School of Medicine and Medical Sciences, University College Dublin
| | - P Eline Slagboom
- Department of Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Nicholas L Smith
- Department of Epidemiology, University of Washington, Seattle WA USA
- Group Health Research Institute, Group Health Cooperative, Seattle WA USA
- Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Office of Research and Development, Seattle WA USA
| | - Joshua D Smith
- Department of Genome Sciences, University of Washington, Seattle, Washington, United States of America
| | - Nona Sotoodehnia
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA
- Division of Cardiology, Harborview Medical Center, University of Washington, Seattle, WA USA
| | - Alice Stanton
- Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland
- Beaumont Hospital, Dublin, Ireland
| | - David J Stott
- Institute of Cardiovascular and Medical Sciences, Faculty of Medicine, University of Glasgow, United Kingdom
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
- Health Care Inspectorate. The Hague, The Netherlands
| | - Til Stürmer
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - André G Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- The Netherlands Consortium for Healthy Ageing, Leiden, the Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Wei-Qi Wei
- Department of Biomedical Informatics, Vanderbilt University, Nashville, TN, USA
| | - Rudi GJ Westendorp
- Department of Public Health, and Center for Healthy Ageing, University of Copenhagen, 1123 Copenhagen, Denmark
| | - Eric A Whitsel
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
- Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Kerri L Wiggins
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA
| | - Russell A Wilke
- Department of Internal Medicine, Sanford Healthcare, Sioux Falls, SD, USA
- Department of Medicine, University of South Dakota, Sioux Falls, SD, USA
| | | | - Helen M Colhoun
- Medical Research Institute, University of Dundee, Ninewells Hospital and Medical School, Dundee, UK
- Department of Public Health, University of Dundee
| | - L Adrienne Cupples
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
- NHLBI Framingham Heart Study, Framingham, MA, USA
| | - Oscar H Franco
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Vilmundur Gudnason
- Icelandic Heart Association, Kopavogur, Iceland
- University of Iceland, Reykjavik, Iceland
| | - Graham Hitman
- Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London UK
| | - Colin NA Palmer
- Medical Research Institute, University of Dundee, Ninewells Hospital and Medical School, Dundee, UK
| | - Bruce M Psaty
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA
- Department of Epidemiology, University of Washington, Seattle WA USA
- Group Health Research Institute, Group Health Cooperative, Seattle WA USA
- Department of Health Services University of Washington, Seattle, WA
| | - Paul M Ridker
- Division of Preventive Medicine, Brigham and Women’s Hospital, Boston MA
| | - Jeanette M Stafford
- Department of Biostatistical Sciences, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA, 27157
| | - Charles M Stein
- Department of Medicine, Vanderbilt University, USA
- Department of Pharmacology, Vanderbilt University, Nashville, TN, USA
| | | | - Mark J Caulfield
- William Harvey Research Institute, Barts and The London School of Medicine, Queen Mary University of London, United Kingdom EC1M6BQ
- Barts NIHR Biomedical Research Unit
| | - J Wouter Jukema
- Department of Cardiology, Leiden University Medical Center, The Netherlands
- Durrer Center for Cardiogenetic Research, Amsterdam, The Netherlands
- Interuniversity Cardiology Institute of the Netherlands, Utrecht, The Netherlands
| | - Jerome I Rotter
- Institute for Translational Genomics and Population Sciences, Los Angeles BioMedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America
| | - Ronald M Krauss
- Children’s Hospital Oakland Research Institute, Oakland, California, United States of America
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Suhy A, Hartmann K, Newman L, Papp A, Toneff T, Hook V, Sadee W. Genetic variants affecting alternative splicing of human cholesteryl ester transfer protein. Biochem Biophys Res Commun 2014; 443:1270-4. [PMID: 24393849 DOI: 10.1016/j.bbrc.2013.12.127] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Accepted: 12/24/2013] [Indexed: 11/25/2022]
Abstract
Cholesteryl ester transfer protein (CETP) plays an important role in reverse cholesterol transport, with decreased CETP activity increasing HDL levels. Formation of an alternative splice form lacking exon 9 (Δ9-CETP) has been associated with two single nucleotide polymorphisms (SNPs) in high linkage disequilibrium with each other, namely rs9930761 T>C located in intron 8 in a putative splicing branch site and rs5883 C>T in a possible exonic splicing enhancer (ESE) site in exon 9. To assess the relative effect of rs9930761 and rs5883 on splicing, mini-gene constructs spanning CETP exons 8 to 10, carrying all four possible allele combinations, were transfected into HEK293 and HepG2 cells. The minor T allele of rs5883 enhanced splicing significantly in both cell lines whereas the minor C allele of rs9930761 did not. In combination, the two alleles did not yield greater splicing than the rs5883 T allele alone in HepG2 cells. These results indicate that the genetic effect on CETP splicing is largely attributable to rs5883. We also confirm that Δ9-CETP protein is expressed in the liver but fails to circulate in the blood.
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Affiliation(s)
- Adam Suhy
- Center for Pharmacogenomics, Department of Pharmacology, College of Medicine, The Ohio State University Wexner Medical Center, 5184A Graves Hall, 333 West 10th Avenue, Columbus, OH 43210, USA.
| | - Katherine Hartmann
- Center for Pharmacogenomics, Department of Pharmacology, College of Medicine, The Ohio State University Wexner Medical Center, 5184A Graves Hall, 333 West 10th Avenue, Columbus, OH 43210, USA
| | - Leslie Newman
- Center for Pharmacogenomics, Department of Pharmacology, College of Medicine, The Ohio State University Wexner Medical Center, 5184A Graves Hall, 333 West 10th Avenue, Columbus, OH 43210, USA
| | - Audrey Papp
- Center for Pharmacogenomics, Department of Pharmacology, College of Medicine, The Ohio State University Wexner Medical Center, 5184A Graves Hall, 333 West 10th Avenue, Columbus, OH 43210, USA
| | - Thomas Toneff
- Skaggs School of Pharmacy and Pharmaceutical Sciences, School of Medicine, Departments of Neuroscience and Pharmacology, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA
| | - Vivian Hook
- Skaggs School of Pharmacy and Pharmaceutical Sciences, School of Medicine, Departments of Neuroscience and Pharmacology, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA
| | - Wolfgang Sadee
- Center for Pharmacogenomics, Department of Pharmacology, College of Medicine, The Ohio State University Wexner Medical Center, 5184A Graves Hall, 333 West 10th Avenue, Columbus, OH 43210, USA
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