HDL-cholesterol levels and risk of age-related macular degeneration: a multiethnic genetic study using Mendelian randomization

Abstract Background Dyslipidemia, particularly high-density lipoprotein cholesterol (HDL-C), has recently been implicated in the pathogenesis of age-related macular degeneration (AMD), the leading cause of vision loss. However, epidemiological studies have yielded conflicting results. Methods We investigated the causal role of plasma lipid levels in AMD in multiethnic populations comprising 16 144 advanced AMD cases and 17 832 controls of European descent, together with 2219 cases and 5275 controls of Asian descent, using Mendelian randomization in three models. Model 1 is a conventional meta-analysis which does not account for pleiotropy of instrumental variable (IV) effects. Model 2 is a univariate, inverse variance weighted regression analysis that accounts for potential unbalanced pleiotropy using MR-Egger method. Finally, Model 3 is a multivariate regression analysis that addresses pleiotropy by MR-Egger method and by adjusting for effects on other lipid traits. Results A 1 standard deviation (SD) higher HDL-cholesterol level was associated with an odds ratio (OR) for AMD of 1.17 (95% confidence interval: 1.07–1.29) in Europeans (P = 6.88 × 10–4) and of 1.58 (1.24–2.00) in Asians (P = 2.92 × 10–4) in Model 3. The corresponding OR estimates were 1.30 (1.09–1.55) in Europeans (P = 3.18 × 10–3) and 1.42 (1.11—1.80) in Asians (P = 4.42 × 10–3) in Model 1, and 1.21 (1.11–1.31) in Europeans (P = 3.12 × 10–5) and 1.51 (1.20–1.91) in Asians (P = 7.61 × 10–4) in Model 2. Conversely, neither LDL-C (Europeans: OR = 0.96, P = 0.272; Asians: OR = 1.02, P = 0.874; Model 3) nor triglyceride levels (Europeans: OR = 0.91, P = 0.102; Asians: OR = 1.06, P = 0.613) were associated with AMD. We also assessed the association between lipid levels and polypoidal choroidal vasculopathy (PCV) in Asians, a subtype of AMD, and found a similar trend for association of PCV with HDL-C levels. Conclusions Our study shows that high levels of plasma HDL-C are causally associated with an increased risk for advanced AMD in European and Asian populations, implying that strategies reducing HDL-C levels may be useful to prevent and treat AMD.

[1]  Zhenglin Yang,et al.  Genes in the high-density lipoprotein metabolic pathway in age-related macular degeneration and polypoidal choroidal vasculopathy. , 2014, Ophthalmology.

[2]  Dylan S. Small,et al.  A review of instrumental variable estimators for Mendelian randomization , 2015, Statistical methods in medical research.

[3]  Gabriëlle H S Buitendijk,et al.  Lipids, lipid genes, and incident age-related macular degeneration: the three continent age-related macular degeneration consortium. , 2014, American journal of ophthalmology.

[4]  S. Thompson,et al.  Multivariable Mendelian Randomization: The Use of Pleiotropic Genetic Variants to Estimate Causal Effects , 2015, American journal of epidemiology.

[5]  Aaron Y. Lee,et al.  Genome-wide association study of advanced age-related macular degeneration identifies a role of the hepatic lipase gene (LIPC) , 2010, Proceedings of the National Academy of Sciences.

[6]  John Spertus,et al.  Plasma HDL cholesterol and risk of myocardial infarction: a mendelian randomisation study , 2012, The Lancet.

[7]  P. Mitchell,et al.  Clinical risk factors for age-related macular degeneration: a systematic review and meta-analysis , 2010, BMC ophthalmology.

[8]  M. Yuzawa,et al.  [Polypoidal choroidal vasculopathy]. , 2012, Nippon Ganka Gakkai zasshi.

[9]  R. Klein,et al.  Prevalence and risks factors of age-related macular degeneration in Oklahoma Indians: the Vision Keepers Study. , 2011, Ophthalmology.

[10]  C. Curcio,et al.  Basal deposits and drusen in eyes with age-related maculopathy: evidence for solid lipid particles. , 2005, Experimental eye research.

[11]  Juan P Casas,et al.  Estimation of bias in nongenetic observational studies using "mendelian triangulation". , 2006, Annals of epidemiology.

[12]  P. Barberger‐Gateau,et al.  Elevated High-Density Lipoprotein Cholesterol and Age-Related Macular Degeneration: The Alienor Study , 2014, PloS one.

[13]  A. Butterworth,et al.  Mendelian Randomization Analysis With Multiple Genetic Variants Using Summarized Data , 2013, Genetic epidemiology.

[14]  S. Humphries,et al.  Association of Lipid Fractions With Risks for Coronary Artery Disease and Diabetes. , 2016, JAMA cardiology.

[15]  P. Visscher,et al.  Calculating statistical power in Mendelian randomization studies. , 2013, International journal of epidemiology.

[16]  C. Delcourt,et al.  Associations of cardiovascular disease and its risk factors with age-related macular degeneration: the POLA study , 2001, Ophthalmic epidemiology.

[17]  J. Danesh,et al.  Genetically determined height and coronary artery disease. , 2015, The New England journal of medicine.

[18]  A. Ramé [Age-related macular degeneration]. , 2006, Revue de l'infirmiere.

[19]  P. Mitchell,et al.  Cardiovascular risk factors and the long-term incidence of age-related macular degeneration: the Blue Mountains Eye Study. , 2007, Ophthalmology.

[20]  Ivana K. Kim,et al.  Regression of Some High-risk Features of Age-related Macular Degeneration (AMD) in Patients Receiving Intensive Statin Treatment , 2016, EBioMedicine.

[21]  A. Phillips,et al.  Bias in relative odds estimation owing to imprecise measurement of correlated exposures. , 1992, Statistics in medicine.

[22]  N. Sheehan,et al.  Assessing the suitability of summary data for two-sample Mendelian randomization analyses using MR-Egger regression: the role of the I2 statistic , 2016, International journal of epidemiology.

[23]  Inder Singh,et al.  High-density lipoprotein as a therapeutic target: a systematic review. , 2007, JAMA.

[24]  M. Daly,et al.  Prospective assessment of genetic effects on progression to different stages of age-related macular degeneration using multistate Markov models. , 2012, Investigative ophthalmology & visual science.

[25]  Margaret A. Pericak-Vance,et al.  Genetic variants near TIMP3 and high-density lipoprotein–associated loci influence susceptibility to age-related macular degeneration , 2010, Proceedings of the National Academy of Sciences.

[26]  Role of Niacin in Current Clinical Practice: A Systematic Review. , 2017, The American journal of medicine.

[27]  Tanya M. Teslovich,et al.  Common variants associated with plasma triglycerides and risk for coronary artery disease , 2013, Nature Genetics.

[28]  Tianjing Li,et al.  Statins for age-related macular degeneration. , 2009, The Cochrane database of systematic reviews.

[29]  Gabriëlle H S Buitendijk,et al.  Seven New Loci Associated with Age-Related Macular Degeneration , 2013, Nature Genetics.

[30]  Anand Swaroop,et al.  Unraveling a multifactorial late-onset disease: from genetic susceptibility to disease mechanisms for age-related macular degeneration. , 2009, Annual review of genomics and human genetics.

[31]  A. Gotto,et al.  Evaluation of lipids, drug concentration, and safety parameters following cessation of treatment with the cholesteryl ester transfer protein inhibitor anacetrapib in patients with or at high risk for coronary heart disease. , 2014, The American journal of cardiology.

[32]  Augustinus Laude,et al.  Polypoidal choroidal vasculopathy and neovascular age-related macular degeneration: Same or different disease? , 2010, Progress in Retinal and Eye Research.

[33]  G. Davey Smith,et al.  Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression , 2015, International journal of epidemiology.

[34]  J. Colin,et al.  Is age-related macular degeneration associated with serum lipoprotein and lipoparticle levels? , 2002, Clinica chimica acta; international journal of clinical chemistry.

[35]  C. Curcio,et al.  Cholesterol in the retina: The best is yet to come , 2014, Progress in Retinal and Eye Research.

[36]  R. Apte,et al.  Eyeballing cholesterol efflux and macrophage function in disease pathogenesis , 2014, Trends in Endocrinology & Metabolism.

[37]  R. Klein,et al.  The relationship of cardiovascular disease and its risk factors to age-related maculopathy. The Beaver Dam Eye Study. , 1993, Ophthalmology (Rochester, Minn.).

[38]  P. Mitchell,et al.  Smoking, cardiovascular risk factors, and age-related macular degeneration in Asians: the Singapore Malay Eye Study. , 2008, American journal of ophthalmology.

[39]  Sarah Parish,et al.  Effects of extended-release niacin with laropiprant in high-risk patients. , 2014, The New England journal of medicine.

[40]  Lars G Fritsche,et al.  Evidence of association of APOE with age‐related macular degeneration ‐ a pooled analysis of 15 studies , 2011, Human mutation.

[41]  Feng Wen,et al.  New loci and coding variants confer risk for age-related macular degeneration in East Asians , 2015, Nature Communications.

[42]  J. Slakter,et al.  INDOCYANINE GREEN VIDEOANGIOGRAPHY OF IDIOPATHIC POLYPOIDAL CHOROIDAL VASCULOPATHY , 1995, Retina.

[43]  David M. Evans,et al.  Genetic Evidence for Causal Relationships Between Maternal Obesity-Related Traits and Birth Weight. , 2016, JAMA.

[44]  Ronald Klein,et al.  The prevalence of age-related macular degeneration and associated risk factors. , 2001, Archives of ophthalmology.

[45]  L. Brunham HDL as a Causal Factor in Atherosclerosis: Insights from Human Genetics , 2016, Current Atherosclerosis Reports.

[46]  G. Davey Smith,et al.  Mendelian Randomization Implicates High-Density Lipoprotein Cholesterol–Associated Mechanisms in Etiology of Age-Related Macular Degeneration , 2017, Ophthalmology.

[47]  Junhui Du,et al.  The association between statin use and risk of age-related macular degeneration , 2015, Scientific Reports.

[48]  R. Klein,et al.  Five-year incidence, progression, and risk factors for age-related macular degeneration: the age, gene/environment susceptibility study. , 2014, Ophthalmology.

[49]  N. Congdon,et al.  Important causes of visual impairment in the world today. , 2003, JAMA.

[50]  E. Świętochowska,et al.  Changes in lipid metabolism in women with age-related macular degeneration , 2005, Clinical and Experimental Medicine.

[51]  I. Pikuleva,et al.  Pathways of cholesterol homeostasis in mouse retina responsive to dietary and pharmacologic treatments[S] , 2015, Journal of Lipid Research.

[52]  P. Jones,et al.  Effects of Statins on High-Density Lipoproteins: A Potential Contribution to Cardiovascular Benefit , 2008, Cardiovascular Drugs and Therapy.

[53]  Tanya M. Teslovich,et al.  Discovery and refinement of loci associated with lipid levels , 2013, Nature Genetics.

[54]  S. Ebrahim,et al.  'Mendelian randomization': can genetic epidemiology contribute to understanding environmental determinants of disease? , 2003, International journal of epidemiology.

[55]  R. Klein,et al.  Overview of Progress in the Epidemiology of Age-Related Macular Degeneration , 2007, Ophthalmic epidemiology.

[56]  I. Rodriguez,et al.  Intraretinal lipid transport is dependent on high density lipoprotein-like particles and class B scavenger receptors. , 2006, Molecular vision.

[57]  Yara T. E. Lechanteur,et al.  Nature Genetics Advance Online Publication , 2022 .

[58]  B. Pierce,et al.  Efficient Design for Mendelian Randomization Studies: Subsample and 2-Sample Instrumental Variable Estimators , 2013, American journal of epidemiology.

[59]  Christine A. Curcio,et al.  Abundant Lipid and Protein Components of Drusen , 2010, PloS one.

[60]  I. Chowers,et al.  Impaired cholesterol efflux in senescent macrophages promotes age-related macular degeneration. , 2013, Cell metabolism.

[61]  H. Iijima,et al.  Prevalence and Genetic Characteristics of Geographic Atrophy among Elderly Japanese with Age-Related Macular Degeneration , 2016, PloS one.

[62]  V. Perez,et al.  The eye: A window to the soul of the immune system. , 2013, Journal of autoimmunity.

[63]  A. D. den Hollander,et al.  Genetic Variants and Systemic Complement Activation Levels Are Associated With Serum Lipoprotein Levels in Age-Related Macular Degeneration. , 2015, Investigative ophthalmology & visual science.

[64]  M. Daly,et al.  Association of variants in the LIPC and ABCA1 genes with intermediate and large drusen and advanced age-related macular degeneration. , 2011, Investigative ophthalmology & visual science.

[65]  C. Sheridan CETP inhibitors boost 'good' cholesterol to no avail , 2016, Nature Biotechnology.