Skip to main content
Top
Published in: Molecular Neurodegeneration 1/2011

Open Access 01-12-2011 | Research article

Evaluation of the global association between cholesterol-associated polymorphisms and Alzheimer's disease suggests a role for rs3846662 and HMGCR splicing in disease risk

Authors: Christopher R Simmons, Fanggeng Zou, Steven G Younkin, Steven Estus

Published in: Molecular Neurodegeneration | Issue 1/2011

Login to get access

Abstract

Background

Recent genome-wide association studies (GWAS) have identified single nucleotide polymorphisms (SNP)s that are essentially unequivocally associated with peripheral cholesterol. Since the alleles of the APOE gene, which modulate peripheral cholesterol metabolism, and midlife plasma cholesterol are both associated with Alzheimer's disease (AD) risk, we have evaluated the hypothesis that SNPs associated with plasma cholesterol are also associated with AD.

Results

Seventeen non-APOE SNPs reproducibly associated with cholesterol per GWAS were tested for association with AD in ~2,000 AD and ~4,000 non-AD subjects. As a group, these SNPs are associated with AD. Two SNPs in particular, rs3846662 and rs1532085, are associated with AD risk and age-of-onset. Additionally, rs3846662 was associated with HMGCR exon 13 splicing in human liver but not brain, possibly obscured by CNS cell-type heterogeneity. However, rs3846662 was associated with HMGCR exon 13 splicing in liver- and brain-derived cell lines.

Conclusions

Cholesterol-associated SNPs outside of APOE confer a global risk for AD. Rs3846662 and rs1532085 are associated with both AD risk and age-of-onset. Rs3846662 is associated with HMGCR exon 13 inclusion. Since rs3846662 affects AD risk and age-of-onset as well as statin responsiveness, this SNP may confound clinical trials evaluating the protective effects of statins on AD.
Appendix
Available only for authorised users
Literature
1.
go back to reference Gatz M, Pedersen NL, Berg S, Johansson B, Johansson K, Mortimer JA, Posner SF, Viitanen M, Winblad B, Ahlbom A: Heritability for Alzheimer's disease: the study of dementia in Swedish twins. J Gerontol A Biol Sci Med Sci. 1997, 52: M117-125.PubMedCrossRef Gatz M, Pedersen NL, Berg S, Johansson B, Johansson K, Mortimer JA, Posner SF, Viitanen M, Winblad B, Ahlbom A: Heritability for Alzheimer's disease: the study of dementia in Swedish twins. J Gerontol A Biol Sci Med Sci. 1997, 52: M117-125.PubMedCrossRef
2.
go back to reference Gatz M, Reynolds CA, Fratiglioni L, Johansson B, Mortimer JA, Berg S, Fiske A, Pedersen NL: Role of genes and environments for explaining Alzheimer disease. Archives of general psychiatry. 2006, 63: 168-174. 10.1001/archpsyc.63.2.168.PubMedCrossRef Gatz M, Reynolds CA, Fratiglioni L, Johansson B, Mortimer JA, Berg S, Fiske A, Pedersen NL: Role of genes and environments for explaining Alzheimer disease. Archives of general psychiatry. 2006, 63: 168-174. 10.1001/archpsyc.63.2.168.PubMedCrossRef
3.
go back to reference Corder EH, Saunders AM, Risch NJ, Strittmatter WJ, Schmechel DE, Gaskell PC, Rimmler JB, Locke PA, Conneally PM, Schmader KE, et al: Protective effect of apolipoprotein E type 2 allele for late onset Alzheimer disease. Nature genetics. 1994, 7: 180-184. 10.1038/ng0694-180.PubMedCrossRef Corder EH, Saunders AM, Risch NJ, Strittmatter WJ, Schmechel DE, Gaskell PC, Rimmler JB, Locke PA, Conneally PM, Schmader KE, et al: Protective effect of apolipoprotein E type 2 allele for late onset Alzheimer disease. Nature genetics. 1994, 7: 180-184. 10.1038/ng0694-180.PubMedCrossRef
4.
go back to reference Strittmatter WJ, Roses AD: Apolipoprotein E and Alzheimer disease. Proceedings of the National Academy of Sciences of the United States of America. 1995, 92: 4725-4727. 10.1073/pnas.92.11.4725.PubMedPubMedCentralCrossRef Strittmatter WJ, Roses AD: Apolipoprotein E and Alzheimer disease. Proceedings of the National Academy of Sciences of the United States of America. 1995, 92: 4725-4727. 10.1073/pnas.92.11.4725.PubMedPubMedCentralCrossRef
5.
go back to reference Davidson Y, Gibbons L, Pritchard A, Hardicre J, Wren J, Stopford C, Julien C, Thompson J, Payton A, Pickering-Brown SM, et al: Apolipoprotein E epsilon4 allele frequency and age at onset of Alzheimer's disease. Dementia and geriatric cognitive disorders. 2007, 23: 60-66. 10.1159/000097038.PubMedCrossRef Davidson Y, Gibbons L, Pritchard A, Hardicre J, Wren J, Stopford C, Julien C, Thompson J, Payton A, Pickering-Brown SM, et al: Apolipoprotein E epsilon4 allele frequency and age at onset of Alzheimer's disease. Dementia and geriatric cognitive disorders. 2007, 23: 60-66. 10.1159/000097038.PubMedCrossRef
6.
go back to reference Verghese PB, Castellano JM, Holtzman DM: Apolipoprotein E in Alzheimer's disease and other neurological disorders. Lancet Neurol. 2011, 10: 241-252. 10.1016/S1474-4422(10)70325-2.PubMedPubMedCentralCrossRef Verghese PB, Castellano JM, Holtzman DM: Apolipoprotein E in Alzheimer's disease and other neurological disorders. Lancet Neurol. 2011, 10: 241-252. 10.1016/S1474-4422(10)70325-2.PubMedPubMedCentralCrossRef
8.
go back to reference Wilson PW, Myers RH, Larson MG, Ordovas JM, Wolf PA, Schaefer EJ: Apolipoprotein E alleles, dyslipidemia, and coronary heart disease. The Framingham Offspring Study. JAMA: the journal of the American Medical Association. 1994, 272: 1666-1671. 10.1001/jama.272.21.1666.PubMedCrossRef Wilson PW, Myers RH, Larson MG, Ordovas JM, Wolf PA, Schaefer EJ: Apolipoprotein E alleles, dyslipidemia, and coronary heart disease. The Framingham Offspring Study. JAMA: the journal of the American Medical Association. 1994, 272: 1666-1671. 10.1001/jama.272.21.1666.PubMedCrossRef
9.
go back to reference Kivipelto M, Helkala EL, Hanninen T, Laakso MP, Hallikainen M, Alhainen K, Soininen H, Tuomilehto J, Nissinen A: Midlife vascular risk factors and late-life mild cognitive impairment: A population-based study. Neurology. 2001, 56: 1683-1689.PubMedCrossRef Kivipelto M, Helkala EL, Hanninen T, Laakso MP, Hallikainen M, Alhainen K, Soininen H, Tuomilehto J, Nissinen A: Midlife vascular risk factors and late-life mild cognitive impairment: A population-based study. Neurology. 2001, 56: 1683-1689.PubMedCrossRef
10.
go back to reference Kivipelto M, Helkala EL, Laakso MP, Hanninen T, Hallikainen M, Alhainen K, Soininen H, Tuomilehto J, Nissinen A: Midlife vascular risk factors and Alzheimer's disease in later life: longitudinal, population based study. Bmj. 2001, 322: 1447-1451. 10.1136/bmj.322.7300.1447.PubMedPubMedCentralCrossRef Kivipelto M, Helkala EL, Laakso MP, Hanninen T, Hallikainen M, Alhainen K, Soininen H, Tuomilehto J, Nissinen A: Midlife vascular risk factors and Alzheimer's disease in later life: longitudinal, population based study. Bmj. 2001, 322: 1447-1451. 10.1136/bmj.322.7300.1447.PubMedPubMedCentralCrossRef
11.
go back to reference Papassotiropoulos A, Wollmer MA, Tsolaki M, Brunner F, Molyva D, Lutjohann D, Nitsch RM, Hock C: A cluster of cholesterol-related genes confers susceptibility for Alzheimer's disease. J Clin Psychiatry. 2005, 66: 940-947. 10.4088/JCP.v66n0720.PubMedCrossRef Papassotiropoulos A, Wollmer MA, Tsolaki M, Brunner F, Molyva D, Lutjohann D, Nitsch RM, Hock C: A cluster of cholesterol-related genes confers susceptibility for Alzheimer's disease. J Clin Psychiatry. 2005, 66: 940-947. 10.4088/JCP.v66n0720.PubMedCrossRef
12.
go back to reference Wollmer MA: Cholesterol-related genes in Alzheimer's disease. Biochim Biophys Acta. 2010, 1801: 762-773.PubMedCrossRef Wollmer MA: Cholesterol-related genes in Alzheimer's disease. Biochim Biophys Acta. 2010, 1801: 762-773.PubMedCrossRef
13.
go back to reference Wollmer MA, Sleegers K, Ingelsson M, Zekanowski C, Brouwers N, Maruszak A, Brunner F, Huynh KD, Kilander L, Brundin RM, et al: Association study of cholesterol-related genes in Alzheimer's disease. Neurogenetics. 2007, 8: 179-188. 10.1007/s10048-007-0087-z.PubMedCrossRef Wollmer MA, Sleegers K, Ingelsson M, Zekanowski C, Brouwers N, Maruszak A, Brunner F, Huynh KD, Kilander L, Brundin RM, et al: Association study of cholesterol-related genes in Alzheimer's disease. Neurogenetics. 2007, 8: 179-188. 10.1007/s10048-007-0087-z.PubMedCrossRef
14.
go back to reference Jones L, Holmans PA, Hamshere ML, Harold D, Moskvina V, Ivanov D, Pocklington A, Abraham R, Hollingworth P, Sims R, et al: Genetic evidence implicates the immune system and cholesterol metabolism in the aetiology of Alzheimer's disease. PloS one. 2010, 5: e13950-10.1371/journal.pone.0013950.PubMedPubMedCentralCrossRef Jones L, Holmans PA, Hamshere ML, Harold D, Moskvina V, Ivanov D, Pocklington A, Abraham R, Hollingworth P, Sims R, et al: Genetic evidence implicates the immune system and cholesterol metabolism in the aetiology of Alzheimer's disease. PloS one. 2010, 5: e13950-10.1371/journal.pone.0013950.PubMedPubMedCentralCrossRef
15.
go back to reference Aulchenko YS, Ripatti S, Lindqvist I, Boomsma D, Heid IM, Pramstaller PP, Penninx BW, Janssens AC, Wilson JF, Spector T, et al: Loci influencing lipid levels and coronary heart disease risk in 16 European population cohorts. Nature genetics. 2009, 41: 47-55. 10.1038/ng.269.PubMedPubMedCentralCrossRef Aulchenko YS, Ripatti S, Lindqvist I, Boomsma D, Heid IM, Pramstaller PP, Penninx BW, Janssens AC, Wilson JF, Spector T, et al: Loci influencing lipid levels and coronary heart disease risk in 16 European population cohorts. Nature genetics. 2009, 41: 47-55. 10.1038/ng.269.PubMedPubMedCentralCrossRef
16.
go back to reference Heid IM, Boes E, Muller M, Kollerits B, Lamina C, Coassin S, Gieger C, Doring A, Klopp N, Frikke-Schmidt R, et al: Genome-wide association analysis of high-density lipoprotein cholesterol in the population-based KORA study sheds new light on intergenic regions. Circ Cardiovasc Genet. 2008, 1: 10-20. 10.1161/CIRCGENETICS.108.776708.PubMedCrossRef Heid IM, Boes E, Muller M, Kollerits B, Lamina C, Coassin S, Gieger C, Doring A, Klopp N, Frikke-Schmidt R, et al: Genome-wide association analysis of high-density lipoprotein cholesterol in the population-based KORA study sheds new light on intergenic regions. Circ Cardiovasc Genet. 2008, 1: 10-20. 10.1161/CIRCGENETICS.108.776708.PubMedCrossRef
17.
go back to reference Kathiresan S, Melander O, Guiducci C, Surti A, Burtt NP, Rieder MJ, Cooper GM, Roos C, Voight BF, Havulinna AS, et al: Six new loci associated with blood low-density lipoprotein cholesterol, high-density lipoprotein cholesterol or triglycerides in humans. Nat Genet. 2008, 40: 189-197. 10.1038/ng.75.PubMedPubMedCentralCrossRef Kathiresan S, Melander O, Guiducci C, Surti A, Burtt NP, Rieder MJ, Cooper GM, Roos C, Voight BF, Havulinna AS, et al: Six new loci associated with blood low-density lipoprotein cholesterol, high-density lipoprotein cholesterol or triglycerides in humans. Nat Genet. 2008, 40: 189-197. 10.1038/ng.75.PubMedPubMedCentralCrossRef
18.
go back to reference Kathiresan S, Willer CJ, Peloso GM, Demissie S, Musunuru K, Schadt EE, Kaplan L, Bennett D, Li Y, Tanaka T, et al: Common variants at 30 loci contribute to polygenic dyslipidemia. Nat Genet. 2009, 41: 56-65. 10.1038/ng.291.PubMedPubMedCentralCrossRef Kathiresan S, Willer CJ, Peloso GM, Demissie S, Musunuru K, Schadt EE, Kaplan L, Bennett D, Li Y, Tanaka T, et al: Common variants at 30 loci contribute to polygenic dyslipidemia. Nat Genet. 2009, 41: 56-65. 10.1038/ng.291.PubMedPubMedCentralCrossRef
19.
go back to reference Ridker PM, Pare G, Parker AN, Zee RY, Miletich JP, Chasman DI: Polymorphism in the CETP gene region, HDL cholesterol, and risk of future myocardial infarction: Genomewide analysis among 18 245 initially healthy women from the Women's Genome Health Study. Circ Cardiovasc Genet. 2009, 2: 26-33. 10.1161/CIRCGENETICS.108.817304.PubMedPubMedCentralCrossRef Ridker PM, Pare G, Parker AN, Zee RY, Miletich JP, Chasman DI: Polymorphism in the CETP gene region, HDL cholesterol, and risk of future myocardial infarction: Genomewide analysis among 18 245 initially healthy women from the Women's Genome Health Study. Circ Cardiovasc Genet. 2009, 2: 26-33. 10.1161/CIRCGENETICS.108.817304.PubMedPubMedCentralCrossRef
20.
go back to reference Sabatti C, Service SK, Hartikainen AL, Pouta A, Ripatti S, Brodsky J, Jones CG, Zaitlen NA, Varilo T, Kaakinen M, et al: Genome-wide association analysis of metabolic traits in a birth cohort from a founder population. Nature genetics. 2009, 41: 35-46. 10.1038/ng.271.PubMedPubMedCentralCrossRef Sabatti C, Service SK, Hartikainen AL, Pouta A, Ripatti S, Brodsky J, Jones CG, Zaitlen NA, Varilo T, Kaakinen M, et al: Genome-wide association analysis of metabolic traits in a birth cohort from a founder population. Nature genetics. 2009, 41: 35-46. 10.1038/ng.271.PubMedPubMedCentralCrossRef
21.
go back to reference Sandhu MS, Waterworth DM, Debenham SL, Wheeler E, Papadakis K, Zhao JH, Song K, Yuan X, Johnson T, Ashford S, et al: LDL-cholesterol concentrations: a genome-wide association study. Lancet. 2008, 371: 483-491. 10.1016/S0140-6736(08)60208-1.PubMedPubMedCentralCrossRef Sandhu MS, Waterworth DM, Debenham SL, Wheeler E, Papadakis K, Zhao JH, Song K, Yuan X, Johnson T, Ashford S, et al: LDL-cholesterol concentrations: a genome-wide association study. Lancet. 2008, 371: 483-491. 10.1016/S0140-6736(08)60208-1.PubMedPubMedCentralCrossRef
22.
go back to reference Wallace C, Newhouse SJ, Braund P, Zhang F, Tobin M, Falchi M, Ahmadi K, Dobson RJ, Marcano AC, Hajat C, et al: Genome-wide association study identifies genes for biomarkers of cardiovascular disease: serum urate and dyslipidemia. American journal of human genetics. 2008, 82: 139-149. 10.1016/j.ajhg.2007.11.001.PubMedPubMedCentralCrossRef Wallace C, Newhouse SJ, Braund P, Zhang F, Tobin M, Falchi M, Ahmadi K, Dobson RJ, Marcano AC, Hajat C, et al: Genome-wide association study identifies genes for biomarkers of cardiovascular disease: serum urate and dyslipidemia. American journal of human genetics. 2008, 82: 139-149. 10.1016/j.ajhg.2007.11.001.PubMedPubMedCentralCrossRef
23.
go back to reference Willer CJ, Sanna S, Jackson AU, Scuteri A, Bonnycastle LL, Clarke R, Heath SC, Timpson NJ, Najjar SS, Stringham HM, et al: Newly identified loci that influence lipid concentrations and risk of coronary artery disease. Nature genetics. 2008, 40: 161-169. 10.1038/ng.76.PubMedCrossRef Willer CJ, Sanna S, Jackson AU, Scuteri A, Bonnycastle LL, Clarke R, Heath SC, Timpson NJ, Najjar SS, Stringham HM, et al: Newly identified loci that influence lipid concentrations and risk of coronary artery disease. Nature genetics. 2008, 40: 161-169. 10.1038/ng.76.PubMedCrossRef
24.
go back to reference Medina MW, Gao F, Ruan W, Rotter JI, Krauss RM: Alternative splicing of 3-hydroxy-3-methylglutaryl coenzyme A reductase is associated with plasma low-density lipoprotein cholesterol response to simvastatin. Circulation. 2008, 118: 355-362. 10.1161/CIRCULATIONAHA.108.773267.PubMedPubMedCentralCrossRef Medina MW, Gao F, Ruan W, Rotter JI, Krauss RM: Alternative splicing of 3-hydroxy-3-methylglutaryl coenzyme A reductase is associated with plasma low-density lipoprotein cholesterol response to simvastatin. Circulation. 2008, 118: 355-362. 10.1161/CIRCULATIONAHA.108.773267.PubMedPubMedCentralCrossRef
25.
go back to reference Burkhardt R, Kenny EE, Lowe JK, Birkeland A, Josowitz R, Noel M, Salit J, Maller JB, Pe'er I, Daly MJ, et al: Common SNPs in HMGCR in micronesians and whites associated with LDL-cholesterol levels affect alternative splicing of exon13. Arterioscler Thromb Vasc Biol. 2008, 28: 2078-2084. 10.1161/ATVBAHA.108.172288.PubMedPubMedCentralCrossRef Burkhardt R, Kenny EE, Lowe JK, Birkeland A, Josowitz R, Noel M, Salit J, Maller JB, Pe'er I, Daly MJ, et al: Common SNPs in HMGCR in micronesians and whites associated with LDL-cholesterol levels affect alternative splicing of exon13. Arterioscler Thromb Vasc Biol. 2008, 28: 2078-2084. 10.1161/ATVBAHA.108.172288.PubMedPubMedCentralCrossRef
26.
go back to reference Fogarty MP, Xiao R, Prokunina-Olsson L, Scott LJ, Mohlke KL: Allelic expression imbalance at high-density lipoprotein cholesterol locus MMAB-MVK. Human molecular genetics. 2010, 19: 1921-1929. 10.1093/hmg/ddq067.PubMedPubMedCentralCrossRef Fogarty MP, Xiao R, Prokunina-Olsson L, Scott LJ, Mohlke KL: Allelic expression imbalance at high-density lipoprotein cholesterol locus MMAB-MVK. Human molecular genetics. 2010, 19: 1921-1929. 10.1093/hmg/ddq067.PubMedPubMedCentralCrossRef
27.
go back to reference Teslovich TM, Musunuru K, Smith AV, Edmondson AC, Stylianou IM, Koseki M, Pirruccello JP, Ripatti S, Chasman DI, Willer CJ, et al: Biological, clinical and population relevance of 95 loci for blood lipids. Nature. 2010, 466: 707-713. 10.1038/nature09270.PubMedPubMedCentralCrossRef Teslovich TM, Musunuru K, Smith AV, Edmondson AC, Stylianou IM, Koseki M, Pirruccello JP, Ripatti S, Chasman DI, Willer CJ, et al: Biological, clinical and population relevance of 95 loci for blood lipids. Nature. 2010, 466: 707-713. 10.1038/nature09270.PubMedPubMedCentralCrossRef
28.
go back to reference Aisen PS, Andrieu S, Sampaio C, Carrillo M, Khachaturian ZS, Dubois B, Feldman HH, Petersen RC, Siemers E, Doody RS, et al: Report of the task force on designing clinical trials in early (predementia) AD. Neurology. 2011, 76: 280-286. 10.1212/WNL.0b013e318207b1b9.PubMedPubMedCentralCrossRef Aisen PS, Andrieu S, Sampaio C, Carrillo M, Khachaturian ZS, Dubois B, Feldman HH, Petersen RC, Siemers E, Doody RS, et al: Report of the task force on designing clinical trials in early (predementia) AD. Neurology. 2011, 76: 280-286. 10.1212/WNL.0b013e318207b1b9.PubMedPubMedCentralCrossRef
29.
go back to reference Haag MD, Hofman A, Koudstaal PJ, Stricker BH, Breteler MM: Statins are associated with a reduced risk of Alzheimer disease regardless of lipophilicity. The Rotterdam Study. J Neurol Neurosurg Psychiatry. 2009, 80: 13-17. 10.1136/jnnp.2008.150433.PubMedCrossRef Haag MD, Hofman A, Koudstaal PJ, Stricker BH, Breteler MM: Statins are associated with a reduced risk of Alzheimer disease regardless of lipophilicity. The Rotterdam Study. J Neurol Neurosurg Psychiatry. 2009, 80: 13-17. 10.1136/jnnp.2008.150433.PubMedCrossRef
30.
go back to reference Feldman HH, Doody RS, Kivipelto M, Sparks DL, Waters DD, Jones RW, Schwam E, Schindler R, Hey-Hadavi J, DeMicco DA, Breazna A: Randomized controlled trial of atorvastatin in mild to moderate Alzheimer disease: LEADe. Neurology. 2010, 74: 956-964. 10.1212/WNL.0b013e3181d6476a.PubMedCrossRef Feldman HH, Doody RS, Kivipelto M, Sparks DL, Waters DD, Jones RW, Schwam E, Schindler R, Hey-Hadavi J, DeMicco DA, Breazna A: Randomized controlled trial of atorvastatin in mild to moderate Alzheimer disease: LEADe. Neurology. 2010, 74: 956-964. 10.1212/WNL.0b013e3181d6476a.PubMedCrossRef
31.
go back to reference Johnson JM, Castle J, Garrett-Engele P, Kan Z, Loerch PM, Armour CD, Santos R, Schadt EE, Stoughton R, Shoemaker DD: Genome-wide survey of human alternative pre-mRNA splicing with exon junction microarrays. Science. 2003, 302: 2141-2144. 10.1126/science.1090100.PubMedCrossRef Johnson JM, Castle J, Garrett-Engele P, Kan Z, Loerch PM, Armour CD, Santos R, Schadt EE, Stoughton R, Shoemaker DD: Genome-wide survey of human alternative pre-mRNA splicing with exon junction microarrays. Science. 2003, 302: 2141-2144. 10.1126/science.1090100.PubMedCrossRef
32.
go back to reference Cooper TA: Use of minigene systems to dissect alternative splicing elements. Methods. 2005, 37: 331-340. 10.1016/j.ymeth.2005.07.015.PubMedCrossRef Cooper TA: Use of minigene systems to dissect alternative splicing elements. Methods. 2005, 37: 331-340. 10.1016/j.ymeth.2005.07.015.PubMedCrossRef
33.
go back to reference Singh G, Cooper TA: Minigene reporter for identification and analysis of cis elements and trans factors affecting pre-mRNA splicing. Biotechniques. 2006, 41: 177-181. 10.2144/000112208.PubMedCrossRef Singh G, Cooper TA: Minigene reporter for identification and analysis of cis elements and trans factors affecting pre-mRNA splicing. Biotechniques. 2006, 41: 177-181. 10.2144/000112208.PubMedCrossRef
34.
go back to reference Fan J, Donkin J, Wellington C: Greasing the wheels of Abeta clearance in Alzheimer's disease: the role of lipids and apolipoprotein E. Biofactors. 2009, 35: 239-248. 10.1002/biof.37.PubMedCrossRef Fan J, Donkin J, Wellington C: Greasing the wheels of Abeta clearance in Alzheimer's disease: the role of lipids and apolipoprotein E. Biofactors. 2009, 35: 239-248. 10.1002/biof.37.PubMedCrossRef
35.
36.
go back to reference Mauch DH, Nagler K, Schumacher S, Goritz C, Muller EC, Otto A, Pfrieger FW: CNS synaptogenesis promoted by glia-derived cholesterol. Science. 2001, 294: 1354-1357. 10.1126/science.294.5545.1354.PubMedCrossRef Mauch DH, Nagler K, Schumacher S, Goritz C, Muller EC, Otto A, Pfrieger FW: CNS synaptogenesis promoted by glia-derived cholesterol. Science. 2001, 294: 1354-1357. 10.1126/science.294.5545.1354.PubMedCrossRef
37.
38.
go back to reference Bjorkhem I, Meaney S: Brain cholesterol: long secret life behind a barrier. Arterioscler Thromb Vasc Biol. 2004, 24: 806-815. 10.1161/01.ATV.0000120374.59826.1b.PubMedCrossRef Bjorkhem I, Meaney S: Brain cholesterol: long secret life behind a barrier. Arterioscler Thromb Vasc Biol. 2004, 24: 806-815. 10.1161/01.ATV.0000120374.59826.1b.PubMedCrossRef
39.
go back to reference Papassotiropoulos A, Wollmer MA, Tsolaki M, Brunner F, Molyva D, Lutjohann D, Nitsch RM, Hock C: A cluster of cholesterol-related genes confers susceptibility for Alzheimer's disease. The Journal of clinical psychiatry. 2005, 66: 940-947. 10.4088/JCP.v66n0720.PubMedCrossRef Papassotiropoulos A, Wollmer MA, Tsolaki M, Brunner F, Molyva D, Lutjohann D, Nitsch RM, Hock C: A cluster of cholesterol-related genes confers susceptibility for Alzheimer's disease. The Journal of clinical psychiatry. 2005, 66: 940-947. 10.4088/JCP.v66n0720.PubMedCrossRef
40.
go back to reference de la Grange P, Gratadou L, Delord M, Dutertre M, Auboeuf D: Splicing factor and exon profiling across human tissues. Nucleic acids research. 2010, 38: 2825-2838. 10.1093/nar/gkq008.PubMedPubMedCentralCrossRef de la Grange P, Gratadou L, Delord M, Dutertre M, Auboeuf D: Splicing factor and exon profiling across human tissues. Nucleic acids research. 2010, 38: 2825-2838. 10.1093/nar/gkq008.PubMedPubMedCentralCrossRef
41.
go back to reference Waterworth DM, Ricketts SL, Song K, Chen L, Zhao JH, Ripatti S, Aulchenko YS, Zhang W, Yuan X, Lim N, et al: Genetic variants influencing circulating lipid levels and risk of coronary artery disease. Arterioscler Thromb Vasc Biol. 2010, 30: 2264-2276. 10.1161/ATVBAHA.109.201020.PubMedPubMedCentralCrossRef Waterworth DM, Ricketts SL, Song K, Chen L, Zhao JH, Ripatti S, Aulchenko YS, Zhang W, Yuan X, Lim N, et al: Genetic variants influencing circulating lipid levels and risk of coronary artery disease. Arterioscler Thromb Vasc Biol. 2010, 30: 2264-2276. 10.1161/ATVBAHA.109.201020.PubMedPubMedCentralCrossRef
42.
go back to reference Hiura Y, Tabara Y, Kokubo Y, Okamura T, Goto Y, Nonogi H, Miki T, Tomoike H, Iwai N: Association of the functional variant in the 3-hydroxy-3-methylglutaryl-coenzyme a reductase gene with low-density lipoprotein-cholesterol in Japanese. Circ J. 2010, 74: 518-522. 10.1253/circj.CJ-09-0790.PubMedCrossRef Hiura Y, Tabara Y, Kokubo Y, Okamura T, Goto Y, Nonogi H, Miki T, Tomoike H, Iwai N: Association of the functional variant in the 3-hydroxy-3-methylglutaryl-coenzyme a reductase gene with low-density lipoprotein-cholesterol in Japanese. Circ J. 2010, 74: 518-522. 10.1253/circj.CJ-09-0790.PubMedCrossRef
43.
go back to reference Grundberg E, Adoue V, Kwan T, Ge B, Duan QL, Lam KC, Koka V, Kindmark A, Weiss ST, Tantisira K, et al: Global analysis of the impact of environmental perturbation on cis-regulation of gene expression. PLoS Genet. 2011, 7: e1001279-10.1371/journal.pgen.1001279.PubMedPubMedCentralCrossRef Grundberg E, Adoue V, Kwan T, Ge B, Duan QL, Lam KC, Koka V, Kindmark A, Weiss ST, Tantisira K, et al: Global analysis of the impact of environmental perturbation on cis-regulation of gene expression. PLoS Genet. 2011, 7: e1001279-10.1371/journal.pgen.1001279.PubMedPubMedCentralCrossRef
44.
go back to reference Ding J, Gudjonsson JE, Liang L, Stuart PE, Li Y, Chen W, Weichenthal M, Ellinghaus E, Franke A, Cookson W, et al: Gene expression in skin and lymphoblastoid cells: Refined statistical method reveals extensive overlap in cis-eQTL signals. American journal of human genetics. 2010, 87: 779-789. 10.1016/j.ajhg.2010.10.024.PubMedPubMedCentralCrossRef Ding J, Gudjonsson JE, Liang L, Stuart PE, Li Y, Chen W, Weichenthal M, Ellinghaus E, Franke A, Cookson W, et al: Gene expression in skin and lymphoblastoid cells: Refined statistical method reveals extensive overlap in cis-eQTL signals. American journal of human genetics. 2010, 87: 779-789. 10.1016/j.ajhg.2010.10.024.PubMedPubMedCentralCrossRef
45.
go back to reference Dimas AS, Deutsch S, Stranger BE, Montgomery SB, Borel C, Attar-Cohen H, Ingle C, Beazley C, Gutierrez Arcelus M, Sekowska M, et al: Common regulatory variation impacts gene expression in a cell type-dependent manner. Science. 2009, 325: 1246-1250. 10.1126/science.1174148.PubMedPubMedCentralCrossRef Dimas AS, Deutsch S, Stranger BE, Montgomery SB, Borel C, Attar-Cohen H, Ingle C, Beazley C, Gutierrez Arcelus M, Sekowska M, et al: Common regulatory variation impacts gene expression in a cell type-dependent manner. Science. 2009, 325: 1246-1250. 10.1126/science.1174148.PubMedPubMedCentralCrossRef
46.
go back to reference Wolozin B, Kellman W, Ruosseau P, Celesia GG, Siegel G: Decreased prevalence of Alzheimer disease associated with 3-hydroxy-3-methyglutaryl coenzyme A reductase inhibitors. Archives of neurology. 2000, 57: 1439-1443. 10.1001/archneur.57.10.1439.PubMedCrossRef Wolozin B, Kellman W, Ruosseau P, Celesia GG, Siegel G: Decreased prevalence of Alzheimer disease associated with 3-hydroxy-3-methyglutaryl coenzyme A reductase inhibitors. Archives of neurology. 2000, 57: 1439-1443. 10.1001/archneur.57.10.1439.PubMedCrossRef
47.
go back to reference Jick H, Zornberg GL, Jick SS, Seshadri S, Drachman DA: Statins and the risk of dementia. Lancet. 2000, 356: 1627-1631. 10.1016/S0140-6736(00)03155-X.PubMedCrossRef Jick H, Zornberg GL, Jick SS, Seshadri S, Drachman DA: Statins and the risk of dementia. Lancet. 2000, 356: 1627-1631. 10.1016/S0140-6736(00)03155-X.PubMedCrossRef
48.
go back to reference Li G, Higdon R, Kukull WA, Peskind E, Van Valen Moore K, Tsuang D, van Belle G, McCormick W, Bowen JD, Teri L, et al: Statin therapy and risk of dementia in the elderly: a community-based prospective cohort study. Neurology. 2004, 63: 1624-1628.PubMedCrossRef Li G, Higdon R, Kukull WA, Peskind E, Van Valen Moore K, Tsuang D, van Belle G, McCormick W, Bowen JD, Teri L, et al: Statin therapy and risk of dementia in the elderly: a community-based prospective cohort study. Neurology. 2004, 63: 1624-1628.PubMedCrossRef
49.
go back to reference Rea TD, Breitner JC, Psaty BM, Fitzpatrick AL, Lopez OL, Newman AB, Hazzard WR, Zandi PP, Burke GL, Lyketsos CG, et al: Statin use and the risk of incident dementia: the Cardiovascular Health Study. Archives of neurology. 2005, 62: 1047-1051. 10.1001/archneur.62.7.1047.PubMedCrossRef Rea TD, Breitner JC, Psaty BM, Fitzpatrick AL, Lopez OL, Newman AB, Hazzard WR, Zandi PP, Burke GL, Lyketsos CG, et al: Statin use and the risk of incident dementia: the Cardiovascular Health Study. Archives of neurology. 2005, 62: 1047-1051. 10.1001/archneur.62.7.1047.PubMedCrossRef
50.
go back to reference Sparks DL, Connor DJ, Sabbagh MN, Petersen RB, Lopez J, Browne P: Circulating cholesterol levels, apolipoprotein E genotype and dementia severity influence the benefit of atorvastatin treatment in Alzheimer's disease: results of the Alzheimer's Disease Cholesterol-Lowering Treatment (ADCLT) trial. Acta Neurol Scand Suppl. 2006, 185: 3-7.PubMedCrossRef Sparks DL, Connor DJ, Sabbagh MN, Petersen RB, Lopez J, Browne P: Circulating cholesterol levels, apolipoprotein E genotype and dementia severity influence the benefit of atorvastatin treatment in Alzheimer's disease: results of the Alzheimer's Disease Cholesterol-Lowering Treatment (ADCLT) trial. Acta Neurol Scand Suppl. 2006, 185: 3-7.PubMedCrossRef
51.
go back to reference Rockwood K: Epidemiological and clinical trials evidence about a preventive role for statins in Alzheimer's disease. Acta Neurol Scand Suppl. 2006, 185: 71-77.PubMedCrossRef Rockwood K: Epidemiological and clinical trials evidence about a preventive role for statins in Alzheimer's disease. Acta Neurol Scand Suppl. 2006, 185: 71-77.PubMedCrossRef
52.
go back to reference Zhou B, Teramukai S, Fukushima M: Prevention and treatment of dementia or Alzheimer's disease by statins: a meta-analysis. Dementia and geriatric cognitive disorders. 2007, 23: 194-201. 10.1159/000099037.PubMedCrossRef Zhou B, Teramukai S, Fukushima M: Prevention and treatment of dementia or Alzheimer's disease by statins: a meta-analysis. Dementia and geriatric cognitive disorders. 2007, 23: 194-201. 10.1159/000099037.PubMedCrossRef
53.
go back to reference Krauss RM, Mangravite LM, Smith JD, Medina MW, Wang D, Guo X, Rieder MJ, Simon JA, Hulley SB, Waters D, et al: Variation in the 3-hydroxyl-3-methylglutaryl coenzyme a reductase gene is associated with racial differences in low-density lipoprotein cholesterol response to simvastatin treatment. Circulation. 2008, 117: 1537-1544. 10.1161/CIRCULATIONAHA.107.708388.PubMedCrossRef Krauss RM, Mangravite LM, Smith JD, Medina MW, Wang D, Guo X, Rieder MJ, Simon JA, Hulley SB, Waters D, et al: Variation in the 3-hydroxyl-3-methylglutaryl coenzyme a reductase gene is associated with racial differences in low-density lipoprotein cholesterol response to simvastatin treatment. Circulation. 2008, 117: 1537-1544. 10.1161/CIRCULATIONAHA.107.708388.PubMedCrossRef
54.
go back to reference Chasman DI, Posada D, Subrahmanyan L, Cook NR, Stanton VP, Ridker PM: Pharmacogenetic study of statin therapy and cholesterol reduction. JAMA: the journal of the American Medical Association. 2004, 291: 2821-2827. 10.1001/jama.291.23.2821.PubMedCrossRef Chasman DI, Posada D, Subrahmanyan L, Cook NR, Stanton VP, Ridker PM: Pharmacogenetic study of statin therapy and cholesterol reduction. JAMA: the journal of the American Medical Association. 2004, 291: 2821-2827. 10.1001/jama.291.23.2821.PubMedCrossRef
55.
go back to reference Istvan E: Statin inhibition of HMG-CoA reductase: a 3-dimensional view. Atheroscler Suppl. 2003, 4: 3-8.PubMedCrossRef Istvan E: Statin inhibition of HMG-CoA reductase: a 3-dimensional view. Atheroscler Suppl. 2003, 4: 3-8.PubMedCrossRef
56.
go back to reference Istvan ES: Structural mechanism for statin inhibition of 3-hydroxy-3-methylglutaryl coenzyme A reductase. Am Heart J. 2002, 144: S27-32. 10.1067/mhj.2002.130300.PubMedCrossRef Istvan ES: Structural mechanism for statin inhibition of 3-hydroxy-3-methylglutaryl coenzyme A reductase. Am Heart J. 2002, 144: S27-32. 10.1067/mhj.2002.130300.PubMedCrossRef
57.
go back to reference Istvan ES, Deisenhofer J: Structural mechanism for statin inhibition of HMG-CoA reductase. Science. 2001, 292: 1160-1164. 10.1126/science.1059344.PubMedCrossRef Istvan ES, Deisenhofer J: Structural mechanism for statin inhibition of HMG-CoA reductase. Science. 2001, 292: 1160-1164. 10.1126/science.1059344.PubMedCrossRef
58.
go back to reference Yu W, Gwinn M, Clyne M, Yesupriya A, Khoury MJ: A navigator for human genome epidemiology. Nature genetics. 2008, 40: 124-125. 10.1038/ng0208-124.PubMedCrossRef Yu W, Gwinn M, Clyne M, Yesupriya A, Khoury MJ: A navigator for human genome epidemiology. Nature genetics. 2008, 40: 124-125. 10.1038/ng0208-124.PubMedCrossRef
59.
go back to reference Frazer KA, Ballinger DG, Cox DR, Hinds DA, Stuve LL, Gibbs RA, Belmont JW, Boudreau A, Hardenbol P, Leal SM, et al: A second generation human haplotype map of over 3.1 million SNPs. Nature. 2007, 449: 851-861. 10.1038/nature06258.PubMedCrossRef Frazer KA, Ballinger DG, Cox DR, Hinds DA, Stuve LL, Gibbs RA, Belmont JW, Boudreau A, Hardenbol P, Leal SM, et al: A second generation human haplotype map of over 3.1 million SNPs. Nature. 2007, 449: 851-861. 10.1038/nature06258.PubMedCrossRef
60.
go back to reference Kim S, Swaminathan S, Shen L, Risacher SL, Nho K, Foroud T, Shaw LM, Trojanowski JQ, Potkin SG, Huentelman MJ, et al: Genome-wide association study of CSF biomarkers Abeta1-42, t-tau, and p-tau181p in the ADNI cohort. Neurology. 2011, 76: 69-79. 10.1212/WNL.0b013e318204a397.PubMedPubMedCentralCrossRef Kim S, Swaminathan S, Shen L, Risacher SL, Nho K, Foroud T, Shaw LM, Trojanowski JQ, Potkin SG, Huentelman MJ, et al: Genome-wide association study of CSF biomarkers Abeta1-42, t-tau, and p-tau181p in the ADNI cohort. Neurology. 2011, 76: 69-79. 10.1212/WNL.0b013e318204a397.PubMedPubMedCentralCrossRef
61.
go back to reference Feulner TM, Laws SM, Friedrich P, Wagenpfeil S, Wurst SH, Riehle C, Kuhn KA, Krawczak M, Schreiber S, Nikolaus S, et al: Examination of the current top candidate genes for AD in a genome-wide association study. Mol Psychiatry. 2010, 15: 756-766. 10.1038/mp.2008.141.PubMedCrossRef Feulner TM, Laws SM, Friedrich P, Wagenpfeil S, Wurst SH, Riehle C, Kuhn KA, Krawczak M, Schreiber S, Nikolaus S, et al: Examination of the current top candidate genes for AD in a genome-wide association study. Mol Psychiatry. 2010, 15: 756-766. 10.1038/mp.2008.141.PubMedCrossRef
62.
go back to reference Carrasquillo MM, Belbin O, Hunter TA, Ma L, Bisceglio GD, Zou F, Crook JE, Pankratz VS, Dickson DW, Graff-Radford NR, et al: Replication of CLU, CR1, and PICALM associations with alzheimer disease. Arch Neurol. 2010, 67: 961-964. 10.1001/archneurol.2010.147.PubMedPubMedCentralCrossRef Carrasquillo MM, Belbin O, Hunter TA, Ma L, Bisceglio GD, Zou F, Crook JE, Pankratz VS, Dickson DW, Graff-Radford NR, et al: Replication of CLU, CR1, and PICALM associations with alzheimer disease. Arch Neurol. 2010, 67: 961-964. 10.1001/archneurol.2010.147.PubMedPubMedCentralCrossRef
63.
go back to reference Carrasquillo MM, Zou F, Pankratz VS, Wilcox SL, Ma L, Walker LP, Younkin SG, Younkin CS, Younkin LH, Bisceglio GD, et al: Genetic variation in PCDH11X is associated with susceptibility to late-onset Alzheimer's disease. Nat Genet. 2009, 41: 192-198. 10.1038/ng.305.PubMedPubMedCentralCrossRef Carrasquillo MM, Zou F, Pankratz VS, Wilcox SL, Ma L, Walker LP, Younkin SG, Younkin CS, Younkin LH, Bisceglio GD, et al: Genetic variation in PCDH11X is associated with susceptibility to late-onset Alzheimer's disease. Nat Genet. 2009, 41: 192-198. 10.1038/ng.305.PubMedPubMedCentralCrossRef
64.
go back to reference Johnson AD, Handsaker RE, Pulit SL, Nizzari MM, O'Donnell CJ, de Bakker PI: SNAP: a web-based tool for identification and annotation of proxy SNPs using HapMap. Bioinformatics. 2008, 24: 2938-2939. 10.1093/bioinformatics/btn564.PubMedPubMedCentralCrossRef Johnson AD, Handsaker RE, Pulit SL, Nizzari MM, O'Donnell CJ, de Bakker PI: SNAP: a web-based tool for identification and annotation of proxy SNPs using HapMap. Bioinformatics. 2008, 24: 2938-2939. 10.1093/bioinformatics/btn564.PubMedPubMedCentralCrossRef
65.
go back to reference Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MA, Bender D, Maller J, Sklar P, de Bakker PI, Daly MJ, Sham PC: PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007, 81: 559-575. 10.1086/519795.PubMedPubMedCentralCrossRef Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MA, Bender D, Maller J, Sklar P, de Bakker PI, Daly MJ, Sham PC: PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007, 81: 559-575. 10.1086/519795.PubMedPubMedCentralCrossRef
66.
go back to reference Purcell S, Cherny SS, Sham PC: Genetic Power Calculator: design of linkage and association genetic mapping studies of complex traits. Bioinformatics. 2003, 19: 149-150. 10.1093/bioinformatics/19.1.149.PubMedCrossRef Purcell S, Cherny SS, Sham PC: Genetic Power Calculator: design of linkage and association genetic mapping studies of complex traits. Bioinformatics. 2003, 19: 149-150. 10.1093/bioinformatics/19.1.149.PubMedCrossRef
67.
go back to reference Zou F, Gopalraj RK, Lok J, Zhu H, Ling IF, Simpson JF, Tucker HM, Kelly JF, Younkin SG, Dickson DW, et al: Sex-dependent association of a common low-density lipoprotein receptor polymorphism with RNA splicing efficiency in the brain and Alzheimer's disease. Hum Mol Genet. 2008, 17: 929-935.PubMedPubMedCentralCrossRef Zou F, Gopalraj RK, Lok J, Zhu H, Ling IF, Simpson JF, Tucker HM, Kelly JF, Younkin SG, Dickson DW, et al: Sex-dependent association of a common low-density lipoprotein receptor polymorphism with RNA splicing efficiency in the brain and Alzheimer's disease. Hum Mol Genet. 2008, 17: 929-935.PubMedPubMedCentralCrossRef
68.
go back to reference Zhu H, Tucker HM, Grear KE, Simpson JF, Manning AK, Cupples LA, Estus S: A common polymorphism decreases low-density lipoprotein receptor exon 12 splicing efficiency and associates with increased cholesterol. Hum Mol Genet. 2007, 16: 1765-1772. 10.1093/hmg/ddm124.PubMedPubMedCentralCrossRef Zhu H, Tucker HM, Grear KE, Simpson JF, Manning AK, Cupples LA, Estus S: A common polymorphism decreases low-density lipoprotein receptor exon 12 splicing efficiency and associates with increased cholesterol. Hum Mol Genet. 2007, 16: 1765-1772. 10.1093/hmg/ddm124.PubMedPubMedCentralCrossRef
69.
go back to reference Ling IF, Gopalraj RK, Simpson JF, Estus S: Expression and regulation of a low-density lipoprotein receptor exon 12 splice variant. J Neurochem. 2010 Ling IF, Gopalraj RK, Simpson JF, Estus S: Expression and regulation of a low-density lipoprotein receptor exon 12 splice variant. J Neurochem. 2010
71.
go back to reference Zhang X, Ding L, Sandford AJ: Selection of reference genes for gene expression studies in human neutrophils by real-time PCR. BMC Mol Biol. 2005, 6: 4-10.1186/1471-2199-6-4.PubMedPubMedCentralCrossRef Zhang X, Ding L, Sandford AJ: Selection of reference genes for gene expression studies in human neutrophils by real-time PCR. BMC Mol Biol. 2005, 6: 4-10.1186/1471-2199-6-4.PubMedPubMedCentralCrossRef
72.
go back to reference Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, De Paepe A, Speleman F: Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol. 2002, 3: RESEARCH0034-PubMedPubMedCentralCrossRef Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, De Paepe A, Speleman F: Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol. 2002, 3: RESEARCH0034-PubMedPubMedCentralCrossRef
73.
go back to reference Grear KE, Ling IF, Simpson JF, Furman JL, Simmons CR, Peterson SL, Schmitt FA, Markesbery WR, Liu Q, Crook JE, et al: Expression of SORL1 and a novel SORL1 splice variant in normal and Alzheimers disease brain. Mol Neurodegener. 2009, 4: 46-10.1186/1750-1326-4-46.PubMedPubMedCentralCrossRef Grear KE, Ling IF, Simpson JF, Furman JL, Simmons CR, Peterson SL, Schmitt FA, Markesbery WR, Liu Q, Crook JE, et al: Expression of SORL1 and a novel SORL1 splice variant in normal and Alzheimers disease brain. Mol Neurodegener. 2009, 4: 46-10.1186/1750-1326-4-46.PubMedPubMedCentralCrossRef
Metadata
Title
Evaluation of the global association between cholesterol-associated polymorphisms and Alzheimer's disease suggests a role for rs3846662 and HMGCR splicing in disease risk
Authors
Christopher R Simmons
Fanggeng Zou
Steven G Younkin
Steven Estus
Publication date
01-12-2011
Publisher
BioMed Central
Published in
Molecular Neurodegeneration / Issue 1/2011
Electronic ISSN: 1750-1326
DOI
https://doi.org/10.1186/1750-1326-6-62

Other articles of this Issue 1/2011

Molecular Neurodegeneration 1/2011 Go to the issue