1
|
McGrath ER, Himali JJ, Levy D, Yang Q, DeCarli CS, Courchesne P, Satizabal CL, Finney R, Vasan RS, Beiser AS, Seshadri S. Plasma EFEMP1 Is Associated with Brain Aging and Dementia: The Framingham Heart Study. J Alzheimers Dis 2021; 85:1657-1666. [PMID: 34958018 DOI: 10.3233/jad-215053] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Epidermal growth factor containing fibulin extracellular matrix protein-1 (EFEMP1) has been associated with increased white matter hyperintensities (WMH) burden and disorders of premature aging and may have a shared pathophysiological role in the development of WMH and dementia. OBJECTIVE To determine the association between plasma EFEMP1 levels and MRI markers of vascular brain injury and incident all-cause and Alzheimer's disease (AD) dementia. METHODS We measured plasma EFEMP1 levels in 1597 [53% women, mean age 68.7 (SD 5.7) years] dementia-free Framingham Offspring cohort participants between 1998-2001 and subsequently followed them for incident dementia. Secondary outcomes included stroke, structural MRI brain measures and neurocognitive test performance. RESULTS During a median 11.8 [Q1, Q3 : 7.1, 13.3] year follow-up, 131 participants developed dementia. The highest quintile of plasma EFEMP1, compared to the bottom four quintiles, was associated with an increased risk of time to incident all-cause dementia (HR 1.77, 95% CI 1.18-2.64) and AD dementia (HR 1.76, 95% CI 1.11-2.81) but not with markers of vascular brain injury (WMH, covert brain infarcts or stroke). Higher circulating EFEMP1 concentrations were also cross-sectionally associated with lower total brain (β±SE, -0.28±0.11, p = 0.01) and hippocampal volumes (-0.006±0.003, p = 0.04) and impaired abstract reasoning (Similarities test, -0.18±0.08, p = 0.018 per standard deviation increment in EFEMP1). CONCLUSION Elevated circulating EFEMP1 is associated with an increased risk of all-cause and AD dementia, smaller hippocampal and total brain volumes, and poorer cognitive performance. EFEMP1 may play an important biological role in the development of AD dementia. Further studies to validate these findings are warranted.
Collapse
Affiliation(s)
- Emer R McGrath
- HRB Clinical Research Facility, National University of Ireland Galway, Galway, Ireland.,The Framingham Heart Study, Framingham, MA, USA
| | - Jayandra J Himali
- The Framingham Heart Study, Framingham, MA, USA.,Boston University School of Public Health, Boston, MA, USA.,Boston University School of Medicine, Boston, MA, USA.,Glenn Biggs Institute for Alzheimer's & Neurodegenerative Diseases, University of Texas Health Sciences Center, San Antonio, TX, USA
| | - Daniel Levy
- The Framingham Heart Study, Framingham, MA, USA.,Population Sciences Branch of the National Heart, Lung, and Blood Institute of the National Institutes of Health, Bethesda, MD, USA
| | - Qiong Yang
- The Framingham Heart Study, Framingham, MA, USA.,Boston University School of Public Health, Boston, MA, USA
| | | | | | - Claudia L Satizabal
- The Framingham Heart Study, Framingham, MA, USA.,Glenn Biggs Institute for Alzheimer's & Neurodegenerative Diseases, University of Texas Health Sciences Center, San Antonio, TX, USA
| | - Rebecca Finney
- The Framingham Heart Study, Framingham, MA, USA.,Boston University School of Medicine, Boston, MA, USA
| | - Ramachandran S Vasan
- The Framingham Heart Study, Framingham, MA, USA.,Boston University School of Medicine, Boston, MA, USA
| | - Alexa S Beiser
- The Framingham Heart Study, Framingham, MA, USA.,Boston University School of Public Health, Boston, MA, USA.,Boston University School of Medicine, Boston, MA, USA
| | - Sudha Seshadri
- The Framingham Heart Study, Framingham, MA, USA.,Boston University School of Medicine, Boston, MA, USA.,Glenn Biggs Institute for Alzheimer's & Neurodegenerative Diseases, University of Texas Health Sciences Center, San Antonio, TX, USA
| |
Collapse
|
3
|
Verhaaren BF, Debette S, Bis JC, Smith JA, Ikram MK, Adams HH, Beecham AH, Rajan KB, Lopez LM, Barral S, van Buchem MA, van der Grond J, Smith AV, Hegenscheid K, Aggarwal NT, de Andrade M, Atkinson EJ, Beekman M, Beiser AS, Blanton SH, Boerwinkle E, Brickman AM, Bryan RN, Chauhan G, Chen CP, Chouraki V, de Craen AJ, Crivello F, Deary IJ, Deelen J, De Jager PL, Dufouil C, Elkind MS, Evans DA, Freudenberger P, Gottesman RF, Guðnason V, Habes M, Heckbert SR, Heiss G, Hilal S, Hofer E, Hofman A, Ibrahim-Verbaas CA, Knopman DS, Lewis CE, Liao J, Liewald DC, Luciano M, van der Lugt A, Martinez OO, Mayeux R, Mazoyer B, Nalls M, Nauck M, Niessen WJ, Oostra BA, Psaty BM, Rice KM, Rotter JI, von Sarnowski B, Schmidt H, Schreiner PJ, Schuur M, Sidney SS, Sigurdsson S, Slagboom PE, Stott DJ, van Swieten JC, Teumer A, Töglhofer AM, Traylor M, Trompet S, Turner ST, Tzourio C, Uh HW, Uitterlinden AG, Vernooij MW, Wang JJ, Wong TY, Wardlaw JM, Windham BG, Wittfeld K, Wolf C, Wright CB, Yang Q, Zhao W, Zijdenbos A, Jukema JW, Sacco RL, Kardia SL, Amouyel P, Mosley TH, Longstreth WT, DeCarli CC, van Duijn CM, Schmidt R, Launer LJ, Grabe HJ, Seshadri SS, Ikram MA, Fornage M. Multiethnic genome-wide association study of cerebral white matter hyperintensities on MRI. CIRCULATION. CARDIOVASCULAR GENETICS 2015; 8:398-409. [PMID: 25663218 PMCID: PMC4427240 DOI: 10.1161/circgenetics.114.000858] [Citation(s) in RCA: 131] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Accepted: 01/23/2015] [Indexed: 12/11/2022]
Abstract
BACKGROUND The burden of cerebral white matter hyperintensities (WMH) is associated with an increased risk of stroke, dementia, and death. WMH are highly heritable, but their genetic underpinnings are incompletely characterized. To identify novel genetic variants influencing WMH burden, we conducted a meta-analysis of multiethnic genome-wide association studies. METHODS AND RESULTS We included 21 079 middle-aged to elderly individuals from 29 population-based cohorts, who were free of dementia and stroke and were of European (n=17 936), African (n=1943), Hispanic (n=795), and Asian (n=405) descent. WMH burden was quantified on MRI either by a validated automated segmentation method or a validated visual grading scale. Genotype data in each study were imputed to the 1000 Genomes reference. Within each ethnic group, we investigated the relationship between each single-nucleotide polymorphism and WMH burden using a linear regression model adjusted for age, sex, intracranial volume, and principal components of ancestry. A meta-analysis was conducted for each ethnicity separately and for the combined sample. In the European descent samples, we confirmed a previously known locus on chr17q25 (P=2.7×10(-19)) and identified novel loci on chr10q24 (P=1.6×10(-9)) and chr2p21 (P=4.4×10(-8)). In the multiethnic meta-analysis, we identified 2 additional loci, on chr1q22 (P=2.0×10(-8)) and chr2p16 (P=1.5×10(-8)). The novel loci contained genes that have been implicated in Alzheimer disease (chr2p21 and chr10q24), intracerebral hemorrhage (chr1q22), neuroinflammatory diseases (chr2p21), and glioma (chr10q24 and chr2p16). CONCLUSIONS We identified 4 novel genetic loci that implicate inflammatory and glial proliferative pathways in the development of WMH in addition to previously proposed ischemic mechanisms.
Collapse
Affiliation(s)
- Benjamin F.J. Verhaaren
- Dept of Epidemiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Dept of Radiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
| | - Stéphanie Debette
- Inserm U897, Université Bordeaux Segalen, Bordeaux
- Dept of Neurology, Lariboisière Hospital, Paris
- Inserm U1191, Montpellier, France
- Dept of Neurology, Boston Univ School of Medicine, Boston, MA
| | - Joshua C. Bis
- Cardiovascular Health Research Unit, Dept of Medicine, Seattle, WA
| | - Jennifer A. Smith
- Dept of Epidemiology, School of Public Health, Univ of Michigan, Ann Arbor, MI
| | - M. Kamran Ikram
- Singapore Eye Research Institute, Singapore National Eye Centre, National Univ of Singapore & National Univ Health System, Singapore
- Dept of Ophthalmology, National Univ of Singapore & National Univ Health System, Singapore
- Memory Aging & Cognition Centre, National Univ of Singapore, Singapore
| | - Hieab H. Adams
- Dept of Epidemiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Dept of Radiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
| | - Ashley H. Beecham
- John P. Hussman Institute for Human Genomics, Univ of Miami, Miller School of Medicine, Miami, FL
| | | | - Lorna M. Lopez
- Centre for Cognitive Ageing & Cognitive Epidemiology, Psychology, Univ of Edinburgh, United Kingdom
| | - Sandra Barral
- Dept of Neurology, Columbia Univ Medical Ctr, New York, NY
| | | | | | | | - Katrin Hegenscheid
- Dept of Diagnostic Radiology & Neuroradiology, Univ Medicine Greifswald, Greifswald, Germany
| | | | - Mariza de Andrade
- Division of Biomedical Statistics & Informatics, Mayo Clinic, Rochester, MN
| | | | - Marian Beekman
- Dept of Molecular Epidemiology, Leiden Univ Medical Ctr, Leiden, the Netherlands
| | - Alexa S. Beiser
- Dept of Neurology, Boston Univ School of Medicine, Boston, MA
- National Heart, Lung, & Blood Institute's Framingham Heart Study, Framingham
- Dept of Biostatistics, Boston Univ School of Public Health, Boston, MA
| | - Susan H. Blanton
- John P. Hussman Institute for Human Genomics, Univ of Miami, Miller School of Medicine, Miami, FL
- Dr. John T. Macdonald Foundation Dept of Human Genetics, Univ of Miami, Miller School of Medicine, Miami, FL
- Neuroscience Program, Univ of Miami, Miller School of Medicine, Miami, FL
| | - Eric Boerwinkle
- Human Genetics Ctr, Univ of Texas Health Science Ctr at Houston, Houston, TX
| | - Adam M. Brickman
- G.H. Sergievsky Ctr, Taub Institute for Research on Alzheimer’s Disease & Aging Brain, Columbia Univ Medical Ctr, New York, NY
| | - R. Nick Bryan
- Dept of Radiology, Perelman School of Medicine, Univ of Pennsylvania Health System, Philadelphia, PA
| | - Ganesh Chauhan
- Inserm U897, Université Bordeaux Segalen, Bordeaux
- Inserm U1191, Montpellier, France
| | | | - Vincent Chouraki
- Dept of Neurology, Boston Univ School of Medicine, Boston, MA
- National Heart, Lung, & Blood Institute's Framingham Heart Study, Framingham
| | - Anton J.M. de Craen
- Dept of Gerontology & Geriatrics, Leiden Univ Medical Ctr, Leiden, the Netherlands
| | | | - Ian J. Deary
- Centre for Cognitive Ageing & Cognitive Epidemiology, Psychology, Univ of Edinburgh, United Kingdom
| | - Joris Deelen
- Dept of Molecular Epidemiology, Leiden Univ Medical Ctr, Leiden, the Netherlands
| | | | | | - Mitchell S.V. Elkind
- Dept of Neurology, College of Physicians & Surgeons, Dept of Epidemiology, Mailman School of Public Health, Columbia Univ, New York, NY
| | | | - Paul Freudenberger
- Institute of Molecular Biology & Biochemistry, Medical Univ Graz, Graz, Austria
| | | | - Vilmundur Guðnason
- The Icelandic Heart Association, Kopavogur, Iceland
- Faculty of Medicine, Univ of Iceland, Reykjavik, Iceland
| | - Mohamad Habes
- Dept of Radiology, Perelman School of Medicine, Univ of Pennsylvania Health System, Philadelphia, PA
- Institutes for Community Medicine, Univ Medicine Greifswald, Greifswald, Germany
| | - Susan R. Heckbert
- Cardiovascular Health Research Unit, Dept of Medicine, Seattle, WA
- Cardiovascular Health Research Unit, Dept of Medicine Epidemiology, Univ of Washington, Seattle, WA
| | - Gerardo Heiss
- Dept of Epidemiology, Univ of North Carolina at Chapel Hill School of Public Health, Chapel Hill, NC
| | - Saima Hilal
- Memory Aging & Cognition Centre, National Univ of Singapore, Singapore
| | - Edith Hofer
- Dept of Neurology, Clinical Division of Neurogeriatrics, Medical Univ Graz, Graz, Austria
- Institute for Medical Informatics, Statistics & Documentation, Medical Univ Graz, Graz, Austria
| | - Albert Hofman
- Dept of Epidemiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
| | - Carla A. Ibrahim-Verbaas
- Dept of Epidemiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Dept of Neurology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
| | | | - Cora E. Lewis
- Division of Preventive Medicine, Univ of Alabama, Birmingham, AL
| | - Jiemin Liao
- Singapore Eye Research Institute, Singapore National Eye Centre, National Univ of Singapore & National Univ Health System, Singapore
- Dept of Ophthalmology, National Univ of Singapore & National Univ Health System, Singapore
| | - David C.M. Liewald
- Centre for Cognitive Ageing & Cognitive Epidemiology, Psychology, Univ of Edinburgh, United Kingdom
| | - Michelle Luciano
- Centre for Cognitive Ageing & Cognitive Epidemiology, Psychology, Univ of Edinburgh, United Kingdom
| | - Aad van der Lugt
- Dept of Radiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
| | - Oliver O. Martinez
- Alzheimer's Disease Ctr, Imaging of Dementia & Aging (IdeA) Laboratory, Dept of Neurology, Ctr for Neuroscience, Univ of California, Davis, CA
| | - Richard Mayeux
- G.H. Sergievsky Ctr, Taub Institute for Research on Alzheimer’s Disease & Aging Brain, Columbia Univ Medical Ctr, New York, NY
| | | | - Mike Nalls
- Laboratory of Neurogenetics, The National Institutes of Health, Bethesda, MD
| | - Matthias Nauck
- Clinical Chemistry & Laboratory Medicine, Univ Medicine Greifswald, Greifswald, Germany
| | - Wiro J. Niessen
- Dept of Radiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Dept of Medical Informatics, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Faculty of Applied Sciences, Delft Univ of Technology, Delft, the Netherlands
| | - Ben A. Oostra
- Dept of Epidemiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
| | - Bruce M. Psaty
- Cardiovascular Health Research Unit, Dept of Medicine, Seattle, WA
- Cardiovascular Health Research Unit, Dept of Medicine Epidemiology, Univ of Washington, Seattle, WA
- Cardiovascular Health Research Unit, Dept of Medicine Health Services, Univ of Washington, Seattle, WA
- Group Health Research Institute, Group Health Cooperative, Seattle, WA
| | - Kenneth M. Rice
- Cardiovascular Health Research Unit, Dept of Biostatistics, Univ of Washington, Seattle, WA
| | - Jerome I. Rotter
- Institute for Translational Genomics & Population Sciences, Los Angeles Biomedical Research Institute, Harbor-UCLA Medical Ctr, Torrance, CA
- Dept of Neurology, Univ Medicine of Greifswald, Greifswald, Germany
| | | | - Helena Schmidt
- Dept of Neurology, Johns Hopkins Univ School of Medicine, Baltimore, MD
| | - Pamela J. Schreiner
- Division of Epidemiology & Community Health, Univ of Minnesota, Minneapolis, MN
| | - Maaike Schuur
- Dept of Epidemiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Dept of Neurology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
| | | | | | - P. Eline Slagboom
- Dept of Molecular Epidemiology, Leiden Univ Medical Ctr, Leiden, the Netherlands
| | - David J.M. Stott
- Institute of Cardiovascular and Medical Sciences, Faculty of Medicine, Univ of Glasgow, Glasgow
| | | | - Alexander Teumer
- Interfaculty Institute for Genetics & Functional Genomics, Univ Medicine Greifswald, Greifswald, Germany
| | | | - Matthew Traylor
- Research Centre for Stroke & Dementia, St. George's, Univ of London, London, United Kingdom
| | - Stella Trompet
- Dept of Cardiology, Leiden Univ Medical Ctr, Leiden, the Netherlands
- Interuniversity Cardiology Institute of the Netherlands, Utrecht, the Netherlands
| | | | | | - Hae-Won Uh
- Dept of Medical Statistics & Bioinformatics, Leiden Univ Medical Ctr, Leiden, the Netherlands
| | - André G. Uitterlinden
- Dept of Epidemiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Dept of Internal Medicine, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Dept of Clinical Chemistry, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
| | - Meike W. Vernooij
- Dept of Epidemiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Dept of Radiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
| | - Jing J. Wang
- National Heart, Lung, & Blood Institute's Framingham Heart Study, Framingham
- Dept of Biostatistics, Boston Univ School of Public Health, Boston, MA
| | - Tien Y. Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, National Univ of Singapore & National Univ Health System, Singapore
- Dept of Ophthalmology, National Univ of Singapore & National Univ Health System, Singapore
| | - Joanna M. Wardlaw
- Centre for Cognitive Ageing & Cognitive Epidemiology, Psychology, Univ of Edinburgh, United Kingdom
- Brain Research Imaging Centre, SINAPSE Collaboration, Centre for Clinical Brain Sciences, Univ of Edinburgh, United Kingdom
| | - B. Gwen Windham
- Division of Geriatrics/ Gerontology, Univ of Mississippi Medical Ctr, Jackson, MS
| | - Katharina Wittfeld
- German Ctr for Neurodegenerative Diseases (DZNE), Rostock/Greifswald, Germany
| | | | - Clinton B. Wright
- Neuroscience Program, Univ of Miami, Miller School of Medicine, Miami, FL
- Dept of Epidemiology & Public Health Sciences, Univ of Miami, Miller School of Medicine, Miami, FL
- Dept of Neurology, Univ of Miami, Miller School of Medicine, Miami, FL
- Evelyn F. McKnight Brain Institute, Univ of Miami, Miller School of Medicine, Miami, FL
| | - Qiong Yang
- National Heart, Lung, & Blood Institute's Framingham Heart Study, Framingham
- Dept of Biostatistics, Boston Univ School of Public Health, Boston, MA
| | - Wei Zhao
- Dept of Epidemiology, School of Public Health, Univ of Michigan, Ann Arbor, MI
| | | | - J. Wouter Jukema
- Dept of Cardiology, Leiden Univ Medical Ctr, Leiden, the Netherlands
- Interuniversity Cardiology Institute of the Netherlands, Utrecht, the Netherlands
| | - Ralph L. Sacco
- Dept of Epidemiology & Public Health Sciences, Univ of Miami, Miller School of Medicine, Miami, FL
- Dept of Neurology, Univ of Miami, Miller School of Medicine, Miami, FL
- Evelyn F. McKnight Brain Institute, Univ of Miami, Miller School of Medicine, Miami, FL
| | - Sharon L.R. Kardia
- Dept of Epidemiology, School of Public Health, Univ of Michigan, Ann Arbor, MI
| | - Philippe Amouyel
- Inserm, U744, Lille, France
- Université Lille 2, Lille, France
- Institut Pasteur de Lille, Lille, France
- Ctr Hospitalier Régional Universitaire de Lille, Lille, France
| | | | - W. T. Longstreth
- Cardiovascular Health Research Unit, Dept of Medicine Epidemiology, Univ of Washington, Seattle, WA
- Cardiovascular Health Research Unit, Dept of Neurology, Univ of Washington, Seattle, WA
| | - Charles C. DeCarli
- Alzheimer's Disease Ctr, Imaging of Dementia & Aging (IdeA) Laboratory, Dept of Neurology, Ctr for Neuroscience, Univ of California, Davis, CA
| | | | - Reinhold Schmidt
- Dept of Neurology, Clinical Division of Neurogeriatrics, Medical Univ Graz, Graz, Austria
| | - Lenore J. Launer
- Laboratory of Epidemiology, Demography, & Biometry, National Institute of Aging, The National Institutes of Health, Bethesda, MD
| | - Hans J. Grabe
- Dept of Psychiatry & Psychotherapy, Univ Medicine Greifswald, Greifswald, Germany
| | - Sudha S. Seshadri
- Dept of Neurology, Boston Univ School of Medicine, Boston, MA
- National Heart, Lung, & Blood Institute's Framingham Heart Study, Framingham
| | - M. Arfan Ikram
- Dept of Epidemiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Dept of Radiology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
- Dept of Neurology, Erasmus MC Univ Medical Ctr, Rotterdam, the Netherlands
| | - Myriam Fornage
- Human Genetics Ctr, Univ of Texas Health Science Ctr at Houston, Houston, TX
- Institute of Molecular Medicine, Univ of Texas Health Science Ctr at Houston, Houston, TX
| |
Collapse
|