A gene score of nine LDL and HDL regulating genes is associated with fluvastatin-induced cholesterol changes in women[S]

While conventional pharmacogenetic studies have considered single gene effects, we tested if a genetic score of nine LDL- and HDL-associated single nucleotide polymorphisms, previously shown to predict cardiovascular disease, is related to fluvastatin-induced lipid change. In patients with asymptomatic plaque in the right carotid artery, thus candidates for statin therapy, we related score LDL [APOB(rs693), APOE(rs4420638), HMGCR(rs12654264), LDLR(rs1529729), and PCSK9(rs11591147)] and score HDL [ABCA1(rs3890182), CETP(rs1800775), LIPC(rs1800588), and LPL(rs328)] as well as the combined score LDL+HDL to fluvastatin-induced LDL reduction (± metoprolol) (n = 395) and HDL increase (n = 187) following 1 year of fluvastatin treatment. In women, an increasing number of unfavorable alleles (i.e., alleles conferring higher LDL and lower HDL) of score LDL+HDL (P = 0.037) and of score LDL (P = 0.023) was associated with less pronounced fluvastatin-induced LDL reduction. Furthermore, in women, both score LDL+HDL (P = 0.001) and score HDL (P = 0.022) were directly correlated with more pronounced fluvastatin-induced HDL increase, explaining 5.9–11.6% of the variance in treatment response in women. There were no such associations in men. This suggests that a gene score based on variation in nine different LDL- and HDL-associated genes is of importance for the magnitude of fluvastatin HDL increase in women with asymptomatic plaque in the carotid artery.

[1]  R. Peña,et al.  Apo A-I promoter polymorphism influences basal HDL-cholesterol and its response to pravastatin therapy. , 2003, Atherosclerosis.

[2]  Neil J Stone,et al.  Implications of Recent Clinical Trials for the National Cholesterol Education Program Adult Treatment Panel III Guidelines , 2004, Circulation.

[3]  AndrewJ. S. Coats MRC/BHF Heart Protection Study of cholesterol lowering with simvastatin in 20 536 high-risk individuals: a randomised placebocontrolled trial , 2002, The Lancet.

[4]  Jonathan C. Cohen,et al.  A spectrum of PCSK9 alleles contributes to plasma levels of low-density lipoprotein cholesterol. , 2006, American journal of human genetics.

[5]  J. Liao HDL cholesterol, very low levels of LDL cholesterol, and cardiovascular events. , 2008, Current atherosclerosis reports.

[6]  R. Collins,et al.  Prevention of Coronary and Stroke Events with Atorvastatin in Hypertensive Patients who have Average or Lower-than-Average Cholesterol Concentrations, in the Anglo-Scandinavian Cardiac Outcomes Trial— Lipid Lowering Arm (ASCOT-LLA): A Multicentre Randomised Controlled Trial , 2012, Drugs.

[7]  M Thorogood,et al.  Dietary advice for reducing cardiovascular risk. , 2013, The Cochrane database of systematic reviews.

[8]  P. Libby,et al.  Inflammation, Immunity, and HMG-CoA Reductase Inhibitors: Statins as Antiinflammatory Agents? , 2004, Circulation.

[9]  B. Nordestgaard,et al.  Combined analysis of six lipoprotein lipase genetic variants on triglycerides, high-density lipoprotein, and ischemic heart disease: cross-sectional, prospective, and case-control studies from the Copenhagen City Heart Study. , 2006, The Journal of clinical endocrinology and metabolism.

[10]  D. Corella,et al.  Apolipoprotein E genotype affects plasma lipid response to atorvastatin in a gender specific manner. , 2001, Atherosclerosis.

[11]  J. Jukema,et al.  Torcetrapib Does Not Reduce Atherosclerosis Beyond Atorvastatin and Induces More Proinflammatory Lesions Than Atorvastatin , 2008, Circulation.

[12]  J. Stengård,et al.  Antibodies to glutamic acid decarboxylase as predictors of insulin-dependent diabetes mellitus before clinical onset of disease , 1994, The Lancet.

[13]  Effect of different antilipidemic agents and diets on mortality: a systematic review. , 2005 .

[14]  Dolores Corella,et al.  Six new loci associated with blood low-density lipoprotein cholesterol, high-density lipoprotein cholesterol or triglycerides in humans , 2008, Nature Genetics.

[15]  P. Ridker,et al.  Effect of statin therapy on C-reactive protein levels. The pravastatin inflammation/CRP evaluation (PRINCE): a randomized trial and cohort study☆ , 2001 .

[16]  I. Lipinska,et al.  High-density lipoproteins and atherosclerosis. , 1982, The New England journal of medicine.

[17]  J. Davignon,et al.  The response to lovastatin treatment in patients with heterozygous familial hypercholesterolemia is modulated by apolipoprotein E polymorphism. , 1993, Metabolism: clinical and experimental.

[18]  D Kromhout,et al.  Serum total cholesterol and long-term coronary heart disease mortality in different cultures. Twenty-five-year follow-up of the seven countries study. , 1995, JAMA.

[19]  S. Yusuf MRC/BHF Heart Protection Study of cholesterol lowering with simvastatin in 20536 high-risk individuals: a randomised placebo-controlled trial. Commentary , 2002 .

[20]  P. Renshaw,et al.  [Detection, evaluation, and treatment of high blood cholesterol in adults]. , 2001, Revista panamericana de salud publica = Pan American journal of public health.

[21]  E. Braunwald,et al.  Early and late benefits of high-dose atorvastatin in patients with acute coronary syndromes: results from the PROVE IT-TIMI 22 trial. , 2005, Journal of the American College of Cardiology.

[22]  R. Moore,et al.  Statins in hypercholesterolaemia: A dose-specific meta-analysis of lipid changes in randomised, double blind trials , 2003, BMC family practice.

[23]  D. Mozaffarian,et al.  Heart disease and stroke statistics--2009 update: a report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. , 2009, Circulation.

[24]  G. Berglund,et al.  Design and feasibility , 1993 .

[25]  C. Scripture,et al.  Clinical Pharmacokinetics of Fluvastatin , 2001, Clinical pharmacokinetics.

[26]  K. Nakajima Sex-related differences in response of plasma lipids to simvastatin: the Saitama Postmenopausal Lipid Intervention Study. S-POLIS Group. , 1999, Clinical therapeutics.

[27]  P. Foëx,et al.  Cardiovascular protection by anti-inflammatory statin therapy. , 2008, Best practice & research. Clinical anaesthesiology.

[28]  A. Gotto,et al.  Primary prevention of acute coronary events with lovastatin in men and women with average cholesterol levels: results of AFCAPS/TexCAPS. Air Force/Texas Coronary Atherosclerosis Prevention Study. , 1998, JAMA.

[29]  淳一 佐々木 Air Force/Texas Coronary Atherosclerosis Prevention Study , 2008 .

[30]  P. Macfarlane,et al.  West of Scotland Coronary Prevention Study: Identification of high-risk groups and comparison with other cardiovascular intervention trials , 1996 .

[31]  D. Levy,et al.  Lipids and risk of coronary heart disease. The Framingham Study. , 1992, Annals of epidemiology.

[32]  E. Schaefer,et al.  Pharmacogenetics of HMG-CoA reductase inhibitors: exploring the potential for genotype-based individualization of coronary heart disease management. , 2004, Atherosclerosis.

[33]  M. Hirata,et al.  Association of the Apolipoprotein B Gene Polymorphisms with Cholesterol Levels and Response to Fluvastatin in Brazilian Individuals with High Risk for Coronary Heart Disease , 2000, Clinical chemistry and laboratory medicine.

[34]  Jean-Claude Tardif,et al.  Effect of torcetrapib on the progression of coronary atherosclerosis. , 2007, The New England journal of medicine.

[35]  R. Krauss,et al.  Pharmacogenomics of statin response , 2007, Current opinion in lipidology.

[36]  J. McEvoy,et al.  Long-term follow-up of the West of Scotland Coronary Prevention Study. , 2008, The New England journal of medicine.

[37]  A. Lehtonen Effect of beta blockers on blood lipid profile. , 1985, American heart journal.

[38]  J. Ordovás,et al.  Gender-specific effects of estrogen receptor alpha gene haplotype on high-density lipoprotein cholesterol response to atorvastatin: interaction with apolipoprotein AI gene polymorphism. , 2005, Atherosclerosis.

[39]  Alan D. Lopez,et al.  Global and regional burden of disease and risk factors, 2001: systematic analysis of population health data , 2006, The Lancet.

[40]  Scandinavian Simvastatin Survival Study Group Randomised trial of cholesterol lowering in 4444 patients with coronary heart disease: the Scandinavian Simvastatin Survival Study (4S) , 1994, The Lancet.

[41]  A. Marian,et al.  Pharmacogenetic study of statin therapy and cholesterol reduction. , 2005, Current atherosclerosis reports.

[42]  G. Berglund,et al.  Incident coronary events and case fatality in relation to common carotid intima‐media thickness , 2005, Journal of internal medicine.

[43]  G. Berglund,et al.  Low-Dose Metoprolol CR/XL and Fluvastatin Slow Progression of Carotid Intima-Media Thickness: Main Results From the &bgr;-Blocker Cholesterol-Lowering Asymptomatic Plaque Study (BCAPS) , 2001, Circulation.

[44]  Olle Melander,et al.  Polymorphisms associated with cholesterol and risk of cardiovascular events. , 2008, The New England journal of medicine.

[45]  T. Alexy,et al.  Short-term effects of atorvastatin on haemorheologic parameters, platelet aggregation and endothelium dysfunction in patients with hypercholesterolaemia. , 2004, European heart journal.

[46]  Y. Fukuda,et al.  Gender differences in short-term effects of atorvastatin on lipid profile, fibrinolytic parameters, and endothelial function. , 2008, Nutrition, metabolism, and cardiovascular diseases : NMCD.

[47]  T. Strandberg,et al.  Lipid-lowering response to statins is affected by CYP3A5 polymorphism. , 2004, Pharmacogenetics.

[48]  P J Talmud,et al.  Cholesteryl Ester Transfer Protein TaqIB Variant, High-Density Lipoprotein Cholesterol Levels, Cardiovascular Risk, and Efficacy of Pravastatin Treatment: Individual Patient Meta-Analysis of 13 677 Subjects , 2005, Circulation.

[49]  C. Ehnholm,et al.  Effect of apolipoprotein E polymorphism and Xbal polymorphism of apolipoprotein B on response to lovastatin treatment in familial and non‐familial hypercholesterolaemia , 1991, Journal of internal medicine.

[50]  J. Slattery,et al.  Randomised trial of cholesterol lowering in 4444 patients with coronary heart disease: the Scandinavian Simvastatin Survival Study (4S). 1994. , 1994, Atherosclerosis. Supplements.

[51]  I. Vermes,et al.  Association of polymorphism in the cytochrome CYP2D6 and the efficacy and tolerability of simvastatin , 2001, Clinical pharmacology and therapeutics.

[52]  M. Law,et al.  An ecological study of serum cholesterol and ischaemic heart disease between 1950 and 1990. , 1994, European journal of clinical nutrition.

[53]  Ori Ben-Yehuda,et al.  Preoperative Partitioning of Pulmonary Vascular Resistance Correlates With Early Outcome After Thromboendarterectomy for Chronic Thromboembolic Pulmonary Hypertension , 2004, Circulation.

[54]  D. Grobbee,et al.  Effect of Torcetrapib on Carotid Atherosclerosis in Familial Hypercholesterolemia , 2007 .

[55]  R. Hegele,et al.  Association and linkage of LDLR gene variation with variation in plasma low density lipoprotein cholesterol , 1998, Journal of Human Genetics.

[56]  G. Berglund,et al.  The Malmo Diet and Cancer Study. Design and feasibility. , 1993, Journal of internal medicine.

[57]  N J Wald,et al.  Quantifying effect of statins on low density lipoprotein cholesterol, ischaemic heart disease, and stroke: systematic review and meta-analysis , 2003, BMJ : British Medical Journal.

[58]  B. Nordestgaard,et al.  Genetic variation in ABC transporter A1 contributes to HDL cholesterol in the general population. , 2004, The Journal of clinical investigation.

[59]  J. Ordovás,et al.  Polymorphisms in the multidrug resistance-1 (MDR1) gene influence the response to atorvastatin treatment in a gender-specific manner. , 2004, The American journal of cardiology.

[60]  S. Humphries,et al.  Interleukin-6 −174G>C Polymorphism and Risk of Coronary Heart Disease in West of Scotland Coronary Prevention Study (WOSCOPS) , 2002, Arteriosclerosis, thrombosis, and vascular biology.

[61]  R. Collins,et al.  Common variants at 30 loci contribute to polygenic dyslipidemia , 2009, Nature Genetics.

[62]  M. Chiariello,et al.  Impact of gender in primary prevention of coronary heart disease with statin therapy: a meta-analysis. , 2010, International journal of cardiology.

[63]  A. Gotto,et al.  Interactions between angiotensin-I converting enzyme insertion/deletion polymorphism and response of plasma lipids and coronary atherosclerosis to treatment with fluvastatin: the lipoprotein and coronary atherosclerosis study. , 2000, Journal of the American College of Cardiology.

[64]  M. Caulfield,et al.  Effects of torcetrapib in patients at high risk for coronary events. , 2007, The New England journal of medicine.

[65]  E. Leitersdorf Gender-Related Response to Fluvastatin in Patients with Heterozygous Familial Hypercholesterolaemia , 2012, Drugs.

[66]  S. Feasson,et al.  MRC/BHF heart protection study of cholesterol lowering with simvastatin in 20536 high-risk individuals : a randomised placebo-controlled trial. , 2008 .

[67]  J. Ordovás,et al.  CYP3A4 genotypes and plasma lipoprotein levels before and after treatment with atorvastatin in primary hypercholesterolemia. , 2004, The American journal of cardiology.

[68]  B. Nordestgaard,et al.  Polymorphism in APOB associated with increased low-density lipoprotein levels in both genders in the general population. , 2005, The Journal of clinical endocrinology and metabolism.

[69]  D. Grobbee,et al.  Effect of torcetrapib on carotid atherosclerosis in familial hypercholesterolemia. , 2007, The New England journal of medicine.

[70]  K. Furie,et al.  Heart disease and stroke statistics--2008 update: a report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. , 2007, Circulation.