Variants at APOE influence risk of deep and lobar intracerebral hemorrhage
Alessandro Biffi MD
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Search for more papers by this authorAkshata Sonni BS
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Search for more papers by this authorChristopher D. Anderson MD
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Search for more papers by this authorBrett Kissela MD, MSc
Department of Neurology, University of Cincinnati College of Medicine, Cincinnati, OH
Search for more papers by this authorJeremiasz M. Jagiella MD, PhD
Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
Search for more papers by this authorHelena Schmidt MD
Institute of Molecular Biology and Medical Biochemistry, Medical University Graz, Austria
Search for more papers by this authorJordi Jimenez-Conde MD, PhD
Neurovascular Research Unit, Department of Neurology, Institut Municipal d'Investigació Medica-Hospital del Mar, Universitat Autonoma de Barcelona, Barcelona, Spain
Program in Inflammation and Cardiovascular Disorders, Institut Municipal d'Investigació Medica-Hospital del Mar, Universitat Autonoma de Barcelona, Barcelona, Spain
Search for more papers by this authorBjörn M. Hansen BS
Department of Clinical Sciences Lund Neurology, Lund University, Lund, Sweden
Department of Neurology, Skåne University Hospital, Lund, Sweden
Search for more papers by this authorIsrael Fernandez-Cadenas PhD
Neurovascular Research Laboratory and Neurovascular Unit, Institut de Recerca, Hospital Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
Search for more papers by this authorLynelle Cortellini MSc
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Search for more papers by this authorAlison Ayres BA
Department of Neurology, Massachusetts General Hospital, Boston MA
Search for more papers by this authorKristin Schwab BA
Department of Neurology, Massachusetts General Hospital, Boston MA
Search for more papers by this authorKarol Juchniewicz PhD
Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
Search for more papers by this authorAndrzej Urbanik MD, PhD
Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
Search for more papers by this authorNatalia S. Rost MD
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Search for more papers by this authorAnand Viswanathan MD, PhD
Department of Neurology, Massachusetts General Hospital, Boston MA
Search for more papers by this authorThomas Seifert-Held MD
Department of Neurology, Medical University Graz, Austria
Search for more papers by this authorEva-Maria Stoegerer MD
Department of Neurology, Medical University Graz, Austria
Search for more papers by this authorMarta Tomás MD, PhD
Genes and Disease Program, Center for Genomic Regulation (CRG), National Genotyping Center (CeGen), CIBERESP and Pompeu Fabra University (UPF), Barcelona, Spain
Search for more papers by this authorRaquel Rabionet PhD
Genes and Disease Program, Center for Genomic Regulation (CRG), National Genotyping Center (CeGen), CIBERESP and Pompeu Fabra University (UPF), Barcelona, Spain
Search for more papers by this authorXavier Estivill MD, PhD
Genes and Disease Program, Center for Genomic Regulation (CRG), National Genotyping Center (CeGen), CIBERESP and Pompeu Fabra University (UPF), Barcelona, Spain
Search for more papers by this authorDevin L. Brown MD, MSc
Stroke Program, Department of Neurology, University of Michigan Health System, Ann Harbor, MI
Search for more papers by this authorScott L. Silliman MD
Department of Neurology, University of Florida College of Medicine, Jacksonville, FL
Search for more papers by this authorMagdy Selim MD
Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA
Search for more papers by this authorBradford B. Worrall MD, MSc
Department of Neurology and Public Health Sciences, University of Virginia Health System, Charlottesville, VA
Search for more papers by this authorJames F. Meschia MD
Department of Neurology, Mayo Clinic, Jacksonville, FL
Search for more papers by this authorJoan Montaner MD, PhD
Neurovascular Research Laboratory and Neurovascular Unit, Institut de Recerca, Hospital Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
Search for more papers by this authorArne Lindgren MD, PhD
Department of Clinical Sciences Lund Neurology, Lund University, Lund, Sweden
Department of Neurology, Skåne University Hospital, Lund, Sweden
Search for more papers by this authorJaume Roquer MD
Neurovascular Research Unit, Department of Neurology, Institut Municipal d'Investigació Medica-Hospital del Mar, Universitat Autonoma de Barcelona, Barcelona, Spain
Program in Inflammation and Cardiovascular Disorders, Institut Municipal d'Investigació Medica-Hospital del Mar, Universitat Autonoma de Barcelona, Barcelona, Spain
Search for more papers by this authorReinhold Schmidt MD
Department of Neurology, Medical University Graz, Austria
Search for more papers by this authorSteven M. Greenberg MD, PhD
Department of Neurology, Massachusetts General Hospital, Boston MA
Search for more papers by this authorAgnieszka Slowik MD, PhD
Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
Search for more papers by this authorJoseph P. Broderick MD
Department of Neurology, University of Cincinnati College of Medicine, Cincinnati, OH
Search for more papers by this authorDaniel Woo MD, MSc
Department of Neurology, University of Cincinnati College of Medicine, Cincinnati, OH
Search for more papers by this authorCorresponding Author
Jonathan Rosand MD, MSc
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Center for Human Genetic Research, Massachusetts General Hospital, 185 Cambridge Street, CPZN-6818, Boston, MA 02114Search for more papers by this authoron behalf of the International Stroke Genetics Consortium
Search for more papers by this authorAlessandro Biffi MD
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Search for more papers by this authorAkshata Sonni BS
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Search for more papers by this authorChristopher D. Anderson MD
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Search for more papers by this authorBrett Kissela MD, MSc
Department of Neurology, University of Cincinnati College of Medicine, Cincinnati, OH
Search for more papers by this authorJeremiasz M. Jagiella MD, PhD
Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
Search for more papers by this authorHelena Schmidt MD
Institute of Molecular Biology and Medical Biochemistry, Medical University Graz, Austria
Search for more papers by this authorJordi Jimenez-Conde MD, PhD
Neurovascular Research Unit, Department of Neurology, Institut Municipal d'Investigació Medica-Hospital del Mar, Universitat Autonoma de Barcelona, Barcelona, Spain
Program in Inflammation and Cardiovascular Disorders, Institut Municipal d'Investigació Medica-Hospital del Mar, Universitat Autonoma de Barcelona, Barcelona, Spain
Search for more papers by this authorBjörn M. Hansen BS
Department of Clinical Sciences Lund Neurology, Lund University, Lund, Sweden
Department of Neurology, Skåne University Hospital, Lund, Sweden
Search for more papers by this authorIsrael Fernandez-Cadenas PhD
Neurovascular Research Laboratory and Neurovascular Unit, Institut de Recerca, Hospital Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
Search for more papers by this authorLynelle Cortellini MSc
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Search for more papers by this authorAlison Ayres BA
Department of Neurology, Massachusetts General Hospital, Boston MA
Search for more papers by this authorKristin Schwab BA
Department of Neurology, Massachusetts General Hospital, Boston MA
Search for more papers by this authorKarol Juchniewicz PhD
Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
Search for more papers by this authorAndrzej Urbanik MD, PhD
Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
Search for more papers by this authorNatalia S. Rost MD
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Search for more papers by this authorAnand Viswanathan MD, PhD
Department of Neurology, Massachusetts General Hospital, Boston MA
Search for more papers by this authorThomas Seifert-Held MD
Department of Neurology, Medical University Graz, Austria
Search for more papers by this authorEva-Maria Stoegerer MD
Department of Neurology, Medical University Graz, Austria
Search for more papers by this authorMarta Tomás MD, PhD
Genes and Disease Program, Center for Genomic Regulation (CRG), National Genotyping Center (CeGen), CIBERESP and Pompeu Fabra University (UPF), Barcelona, Spain
Search for more papers by this authorRaquel Rabionet PhD
Genes and Disease Program, Center for Genomic Regulation (CRG), National Genotyping Center (CeGen), CIBERESP and Pompeu Fabra University (UPF), Barcelona, Spain
Search for more papers by this authorXavier Estivill MD, PhD
Genes and Disease Program, Center for Genomic Regulation (CRG), National Genotyping Center (CeGen), CIBERESP and Pompeu Fabra University (UPF), Barcelona, Spain
Search for more papers by this authorDevin L. Brown MD, MSc
Stroke Program, Department of Neurology, University of Michigan Health System, Ann Harbor, MI
Search for more papers by this authorScott L. Silliman MD
Department of Neurology, University of Florida College of Medicine, Jacksonville, FL
Search for more papers by this authorMagdy Selim MD
Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA
Search for more papers by this authorBradford B. Worrall MD, MSc
Department of Neurology and Public Health Sciences, University of Virginia Health System, Charlottesville, VA
Search for more papers by this authorJames F. Meschia MD
Department of Neurology, Mayo Clinic, Jacksonville, FL
Search for more papers by this authorJoan Montaner MD, PhD
Neurovascular Research Laboratory and Neurovascular Unit, Institut de Recerca, Hospital Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
Search for more papers by this authorArne Lindgren MD, PhD
Department of Clinical Sciences Lund Neurology, Lund University, Lund, Sweden
Department of Neurology, Skåne University Hospital, Lund, Sweden
Search for more papers by this authorJaume Roquer MD
Neurovascular Research Unit, Department of Neurology, Institut Municipal d'Investigació Medica-Hospital del Mar, Universitat Autonoma de Barcelona, Barcelona, Spain
Program in Inflammation and Cardiovascular Disorders, Institut Municipal d'Investigació Medica-Hospital del Mar, Universitat Autonoma de Barcelona, Barcelona, Spain
Search for more papers by this authorReinhold Schmidt MD
Department of Neurology, Medical University Graz, Austria
Search for more papers by this authorSteven M. Greenberg MD, PhD
Department of Neurology, Massachusetts General Hospital, Boston MA
Search for more papers by this authorAgnieszka Slowik MD, PhD
Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
Search for more papers by this authorJoseph P. Broderick MD
Department of Neurology, University of Cincinnati College of Medicine, Cincinnati, OH
Search for more papers by this authorDaniel Woo MD, MSc
Department of Neurology, University of Cincinnati College of Medicine, Cincinnati, OH
Search for more papers by this authorCorresponding Author
Jonathan Rosand MD, MSc
Center for Human Genetic Research, Massachusetts General Hospital, Boston MA
Department of Neurology, Massachusetts General Hospital, Boston MA
Program in Medical and Population Genetics, Broad Institute, Cambridge MA
Center for Human Genetic Research, Massachusetts General Hospital, 185 Cambridge Street, CPZN-6818, Boston, MA 02114Search for more papers by this authoron behalf of the International Stroke Genetics Consortium
Search for more papers by this authorAbstract
Objective
Prior studies investigating the association between APOE alleles ε2/ε4 and risk of intracerebral hemorrhage (ICH) have been inconsistent and limited to small sample sizes, and did not account for confounding by population stratification or determine which genetic risk model was best applied.
Methods
We performed a large-scale genetic association study of 2189 ICH cases and 4041 controls from 7 cohorts, which were analyzed using additive models for ε2 and ε4. Results were subsequently meta-analyzed using a random effects model. A proportion of the individuals (322 cases, 357 controls) had available genome-wide data to adjust for population stratification.
Results
Alleles ε2 and ε4 were associated with lobar ICH at genome-wide significance levels (odds ratio [OR] = 1.82, 95% confidence interval [CI] = 1.50–2.23, p = 6.6 × 10−10; and OR = 2.20, 95%CI = 1.85–2.63, p = 2.4 × 10−11, respectively). Restriction of analysis to definite/probable cerebral amyloid angiopathy ICH uncovered a stronger effect. Allele ε4 was also associated with increased risk for deep ICH (OR = 1.21, 95% CI = 1.08–1.36, p = 2.6 × 10−4). Risk prediction evaluation identified the additive model as best for describing the effect of APOE genotypes.
Interpretation
APOE ε2 and ε4 are independent risk factors for lobar ICH, consistent with their known associations with amyloid biology. In addition, we present preliminary findings on a novel association between APOE ε4 and deep ICH. Finally, we demonstrate that an additive model for these APOE variants is superior to other forms of genetic risk modeling previously applied. ANN NEUROL 2010
Supporting Information
Additional Supporting Information may be found in the online version of this article.
Filename | Description |
---|---|
ANA_22134_sm_suppfig-S1.tif237.7 KB | Supporting Figure S1 |
ANA_22134_sm_suppTable-S1.doc181.5 KB | Supporting Table S1 |
ANA_22134_sm_suppInfo.doc15 KB | Supporting Information |
Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.
References
- 1 Qureshi AI, Tuhrim S, Broderick JP, et al. Spontaneous intracerebral hemorrhage. N Engl J Med 2001; 344: 1450–1460.
- 2 Broderick J, Connolly S, Feldmann E, et al. Guidelines for the management of spontaneous intracerebral hemorrhage in adults: 2007 update: a guideline from the American Heart Association/American Stroke Association Stroke Council, High Blood Pressure Research Council, and the Quality of Care and Outcomes in Research Interdisciplinary Working Group. Stroke 2007; 38: 2001–2023.
- 3 Rosand J, Eckman MH, Knudsen KA, et al. The effect of warfarin and intensity of anticoagulation on outcome of intracerebral hemorrhage. Arch Intern Med 2004; 164: 880–884.
- 4 Sudlow C, Martínez González NA, Kim J, Clark C. Does apolipoprotein E genotype influence the risk of ischemic stroke, intracerebral hemorrhage, or subarachnoid hemorrhage? Systematic review and meta-analyses of 31 studies among 5961 cases and 17,965 controls. Stroke 2006; 37: 364–370.
- 5 Peck G, Smeeth L, Whittaker J, et al. The genetics of primary haemorrhagic stroke, subarachnoid haemorrhage and ruptured intracranial aneurysms in adults. PLoS One 2008; 3: e3691.
- 6 Tzourio C, Arima H, Harrap S, et al. APOE genotype, ethnicity, and the risk of cerebral hemorrhage. Neurology 2008; 70: 1322–1328.
- 7 Duzenli S, Pirim I, Gepdiremen A, Deniz O. Apolipoprotein E polymorphism and stroke in a population from eastern Turkey. J Neurogenet 2004; 18: 365–375.
- 8 Chowdhury AH, Yokoyama T, Kokubo Y, et al. Apolipoprotein E genetic polymorphism and stroke subtypes in a Bangladeshi hospital-based study. J Epidemiol 2001; 11: 131–138.
- 9 Catto AJ, McCormack LJ, Mansfield MW, et al. Apolipoprotein E polymorphism in cerebrovascular disease. Acta Neurol Scand 2000; 101: 399–404.
- 10 Singh PP, Singh M, Mastana SS. APOE distribution in world populations with new data from India and the UK. Ann Hum Biol 2006; 33: 279–308.
- 11Genes for Cerebral Hemorrhage on Anticoagulation (GOCHA) Collaborative Group. Exploiting common genetic variation to make anticoagulation safer. Stroke 2009; 40: S64–S66.
- 12 Woo D, Sauerbeck LR, Kissela BM, et al. Genetic and environmental risk factors for intracerebral hemorrhage: preliminary results of a population-based study. Stroke 2002; 33: 1190–1195.
- 13 Gomis M, Ois A, Rodríguez-Campello A, et al. Outcome of intracerebral haemorrhage patients pre-treated with statins. Eur J Neurol 2010; 17: 443–448.
- 14 Pera J, Slowik A, Dziedzic T, et al. Glutathione peroxidase 1 C593T polymorphism is associated with lobar intracerebral hemorrhage. Cerebrovasc Dis 2008; 25: 445–449.
- 15 Nilsson OG, Lindgren A, Brandt L, Säveland H. Prediction of death in patients with primary intracerebral hemorrhage: a prospective study of a defined population. J Neurosurg 2002; 97: 531–536.
- 16 Seifert T, Lechner A, Flooh E, et al. Lack of association of lobar intracerebral hemorrhage with apolipoprotein E genotype in an unselected population. Cerebrovasc Dis 2006; 21: 266–270.
- 17 Domingues-Montanari S, Hernandez-Guillamon M, Fernandez-Cadenas I, et al. ACE variants and risk of intracerebral hemorrhage recurrence in amyloid angiopathy. Neurobiol Aging (in press).
- 18 Greenberg SM, Eng JA, Ning M, et al. Hemorrhage burden predicts recurrent intracerebral hemorrhage after lobar hemorrhage. Stroke 2004; 35: 1415–1420.
- 19 Knudsen KA, Rosand J, Karluk D, Greenberg SM. Clinical diagnosis of cerebral amyloid angiopathy: validation of the Boston criteria. Neurology 2001; 56: 537–539.
- 20 Greenberg SM, Vonsattel JP. Diagnosis of cerebral amyloid angiopathy. Sensitivity and specificity of cortical biopsy. Stroke 1997; 28: 1418–1422.
- 21 Greenberg SM, Rebeck GW, Vonsattel JP, et al. Apolipoprotein E epsilon 4 and cerebral hemorrhage associated with amyloid angiopathy. Ann Neurol 1995; 38: 254–259.
- 22 Hoggart CJ, Clark TG, De Iorio M, et al. Genome-wide significance for dense SNP and resequencing data. Genet Epidemiol 2008; 32: 179–185.
- 23 Biffi A, Anderson CD, Desikan RS, et al. Genetic variation and neuroimaging measures in Alzheimer's disease. Arch Neurol 2010; 67: 677–685.
- 24 McCarron MO, Nicoll JA. Apolipoprotein E genotype and cerebral amyloid angiopathy-related hemorrhage. Ann N Y Acad Sci. 2000; 903: 176–179.
- 25 Bertram L, McQueen MB, Mullin K, et al. Systematic meta-analyses of Alzheimer disease genetic association studies: the AlzGene database. Nat Genet 2007; 39: 17–23.
- 26 Gong JS, Kobayashi M, Hayashi H, et al. Apolipoprotein E (ApoE) isoform-dependent lipid release from astrocytes prepared from human ApoE3 and ApoE4 knock-in mice. J Biol Chem 2002; 277: 29919–29926.
- 27 Fagan AM, Holtzman DM, Munson G, et al. Unique lipoproteins secreted by primary astrocytes from wild type, apoE (−/−), and human apoE transgenic mice. J Biol Chem 1999; 274: 30001–30007.
- 28 Buttini M, Orth M, Bellosta S, et al. Expression of human apolipoprotein E3 or E4 in the brains of Apoe−/− mice: isoform-specific effects on neurodegeneration. J Neurosci 1999; 19: 4867–4880.
- 29 Nathan BP, Bellosta S, Sanan DA, et al. Differential effects of apolipoproteins E3 and E4 on neuronal growth in vitro. Science 1994; 264: 850–852.
- 30 Bellosta S, Nathan BP, Orth M, et al. Stable expression and secretion of apolipoproteins E3 and E4 in mouse neuroblastoma cells produces differential effects on neurite outgrowth. J Biol Chem 1995; 270: 27063–27071.
- 31 Trommer BL, Shah C, Yun SH, et al. ApoE isoform affects LTP in human targeted replacement mice. Neuroreport 2004; 15: 2655–2658.
- 32 Gibson GE, Haroutunian V, Zhang H, et al. Mitochondrial damage in Alzheimer's disease varies with apolipoprotein E genotype. Ann Neurol 2000; 48: 297–303.
- 33 Reiman EM, Chen K, Alexander GE, et al. Functional brain abnormalities in young adults at genetic risk for late-onset Alzheimer's dementia. Proc Natl Acad Sci USA 2004; 101: 284–289.
- 34 Reiman EM, Caselli RJ, Chen K, et al. Declining brain activity in cognitively normal apolipoprotein E epsilon 4 heterozygotes: a foundation for using positron emission tomography to efficiently test treatments to prevent Alzheimer's disease. Proc Natl Acad Sci USA 2001; 98: 3334–3339.
- 35 Small GW, Mazziotta JC, Collins MT, et al. Apolipoprotein E type 4 allele and cerebral glucose metabolism in relatives at risk for familial Alzheimer disease. JAMA 1995; 273: 942–947.
- 36 Mahley RW, Weisgraber KH, Huang Y. Apolipoprotein E4: a causative factor and therapeutic target in neuropathology, including Alzheimer's disease. Proc Natl Acad Sci USA 2006; 103: 5644–5651.