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Lin K, Wen W, Lipnicki DM, Mewton L, Chen R, Du J, Wang D, Skoog I, Sterner TR, Najar J, Kim KW, Han JW, Kim JS, Ng TP, Ho R, Chua DQL, Anstey KJ, Cherbuin N, Mortby ME, Brodaty H, Kochan N, Sachdev PS, Jiang J. Risk factors and cognitive correlates of white matter hyperintensities in ethnically diverse populations without dementia: The COSMIC consortium. Alzheimers Dement (Amst) 2024; 16:e12567. [PMID: 38487075 PMCID: PMC10937819 DOI: 10.1002/dad2.12567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 01/18/2024] [Accepted: 02/06/2024] [Indexed: 03/17/2024]
Abstract
INTRODUCTION White matter hyperintensities (WMHs) are an important imaging marker for cerebral small vessel diseases, but their risk factors and cognitive associations have not been well documented in populations of different ethnicities and/or from different geographical regions. METHODS We investigated how WMHs were associated with vascular risk factors and cognition in both Whites and Asians, using data from five population-based cohorts of non-demented older individuals from Australia, Singapore, South Korea, and Sweden (N = 1946). WMH volumes (whole brain, periventricular, and deep) were quantified with UBO Detector and harmonized using the ComBat model. We also harmonized various vascular risk factors and scores for global cognition and individual cognitive domains. RESULTS Factors associated with larger whole brain WMH volumes included diabetes, hypertension, stroke, current smoking, body mass index, higher alcohol intake, and insufficient physical activity. Hypertension and stroke had stronger associations with WMH volumes in Whites than in Asians. No associations between WMH volumes and cognitive performance were found after correction for multiple testing. CONCLUSION The current study highlights ethnic differences in the contributions of vascular risk factors to WMHs.
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Affiliation(s)
- Keshuo Lin
- Centre for Healthy Brain AgeingSchool of Clinical MedicineUniversity of New South WalesSydneyNew South WalesAustralia
| | - Wei Wen
- Centre for Healthy Brain AgeingSchool of Clinical MedicineUniversity of New South WalesSydneyNew South WalesAustralia
| | - Darren M. Lipnicki
- Centre for Healthy Brain AgeingSchool of Clinical MedicineUniversity of New South WalesSydneyNew South WalesAustralia
| | - Louise Mewton
- Centre for Healthy Brain AgeingSchool of Clinical MedicineUniversity of New South WalesSydneyNew South WalesAustralia
| | - Rory Chen
- Centre for Healthy Brain AgeingSchool of Clinical MedicineUniversity of New South WalesSydneyNew South WalesAustralia
| | - Jing Du
- Centre for Healthy Brain AgeingSchool of Clinical MedicineUniversity of New South WalesSydneyNew South WalesAustralia
| | - Dadong Wang
- Quantitative Imaging Research TeamCSIRO Informatics and StatisticsNorth RydeNew South WalesAustralia
| | - Ingmar Skoog
- Neuropsychiatric Epidemiology UnitDepartment of Psychiatry and NeurochemistryInstitute of Neuroscience and PhysiologySahlgrenska AcademyUniversity of GothenburgGothenburgSweden
- Centre for Ageing and Health (AGECAP)University of GothenburgGothenburgSweden
- Psychiatry, Cognition and Old Age Psychiatry ClinicSahlgrenska University HospitalGothenburgSweden
| | - Therese Rydberg Sterner
- Neuropsychiatric Epidemiology UnitDepartment of Psychiatry and NeurochemistryInstitute of Neuroscience and PhysiologySahlgrenska AcademyUniversity of GothenburgGothenburgSweden
- Centre for Ageing and Health (AGECAP)University of GothenburgGothenburgSweden
- Aging Research CenterDepartment of NeurobiologyCare Sciences and SocietyKarolinska Institutet and Stockholm UniversityStockholmSweden
| | - Jenna Najar
- Neuropsychiatric Epidemiology UnitDepartment of Psychiatry and NeurochemistryInstitute of Neuroscience and PhysiologySahlgrenska AcademyUniversity of GothenburgGothenburgSweden
- Centre for Ageing and Health (AGECAP)University of GothenburgGothenburgSweden
- Section Genomics of Neurodegenerative Diseases and AgingDepartment of Human GeneticsAmsterdam Universitair Medische CentraAmsterdamthe Netherlands
| | - Ki Woong Kim
- Department of NeuropsychiatrySeoul National University Bundang HospitalSeongnamSouth Korea
- Department of PsychiatrySeoul National University College of MedicineSeoulSouth Korea
- Department of Brain and Cognitive SciencesSeoul National University College of Natural SciencesSeoulSouth Korea
| | - Ji Won Han
- Department of NeuropsychiatrySeoul National University Bundang HospitalSeongnamSouth Korea
- Department of PsychiatrySeoul National University College of MedicineSeoulSouth Korea
| | - Jun Sung Kim
- Department of NeuropsychiatrySeoul National University Bundang HospitalSeongnamSouth Korea
| | - Tze Pin Ng
- Department of Psychological MedicineKhoo Teck Puat HospitalYishunSingapore
- Geriatric Education and Research InstituteMinistry of HealthSingaporeSingapore
| | - Roger Ho
- Institute for Health Innovation and Technology (iHealthtech)National University of SingaporeSingaporeSingapore
| | - Denise Qian Ling Chua
- Department of Psychological MedicineNational University of SingaporeSingaporeSingapore
| | - Kaarin J. Anstey
- School of PsychologyUniversity of New South WalesSydneyNew South WalesAustralia
- Department of NeurodegenerationNeuroscience Research AustraliaSydneyNew South WalesAustralia
- Ageing Futures InstituteUniversity of New South WalesSydneyNew South WalesAustralia
| | - Nicolas Cherbuin
- National Centre for Epidemiology and Population HealthCollege of Health and MedicineAustralian National UniversityCanberraAustralian Capital TerritoryAustralia
| | - Moyra E. Mortby
- School of PsychologyUniversity of New South WalesSydneyNew South WalesAustralia
- Department of NeurodegenerationNeuroscience Research AustraliaSydneyNew South WalesAustralia
- Ageing Futures InstituteUniversity of New South WalesSydneyNew South WalesAustralia
| | - Henry Brodaty
- Centre for Healthy Brain AgeingSchool of Clinical MedicineUniversity of New South WalesSydneyNew South WalesAustralia
| | - Nicole Kochan
- Centre for Healthy Brain AgeingSchool of Clinical MedicineUniversity of New South WalesSydneyNew South WalesAustralia
| | - Perminder S. Sachdev
- Centre for Healthy Brain AgeingSchool of Clinical MedicineUniversity of New South WalesSydneyNew South WalesAustralia
- Neuropsychiatric InstituteThe Prince of Wales HospitalSydneyNew South WalesAustralia
| | - Jiyang Jiang
- Centre for Healthy Brain AgeingSchool of Clinical MedicineUniversity of New South WalesSydneyNew South WalesAustralia
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Gong J, Harris K, Lipnicki DM, Castro‐Costa E, Lima‐Costa MF, Diniz BS, Xiao S, Lipton RB, Katz MJ, Wang C, Preux P, Guerchet M, Gbessemehlan A, Ritchie K, Ancelin M, Skoog I, Najar J, Sterner TR, Scarmeas N, Yannakoulia M, Kosmidis MH, Guaita A, Rolandi E, Davin A, Gureje O, Trompet S, Gussekloo J, Riedel‐Heller S, Pabst A, Röhr S, Shahar S, Singh DKA, Rivan NFM, van Boxtel M, Köhler S, Ganguli M, Chang C, Jacobsen E, Haan M, Ding D, Zhao Q, Xiao Z, Narazaki K, Chen T, Chen S, Ng TP, Gwee X, Numbers K, Mather KA, Scazufca M, Lobo A, De‐la‐Cámara C, Lobo E, Sachdev PS, Brodaty H, Hackett ML, Peters SAE, Woodward M. Sex differences in dementia risk and risk factors: Individual-participant data analysis using 21 cohorts across six continents from the COSMIC consortium. Alzheimers Dement 2023; 19:3365-3378. [PMID: 36790027 PMCID: PMC10955774 DOI: 10.1002/alz.12962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 12/12/2022] [Accepted: 12/21/2022] [Indexed: 02/16/2023]
Abstract
INTRODUCTION Sex differences in dementia risk, and risk factor (RF) associations with dementia, remain uncertain across diverse ethno-regional groups. METHODS A total of 29,850 participants (58% women) from 21 cohorts across six continents were included in an individual participant data meta-analysis. Sex-specific hazard ratios (HRs), and women-to-men ratio of hazard ratios (RHRs) for associations between RFs and all-cause dementia were derived from mixed-effect Cox models. RESULTS Incident dementia occurred in 2089 (66% women) participants over 4.6 years (median). Women had higher dementia risk (HR, 1.12 [1.02, 1.23]) than men, particularly in low- and lower-middle-income economies. Associations between longer education and former alcohol use with dementia risk (RHR, 1.01 [1.00, 1.03] per year, and 0.55 [0.38, 0.79], respectively) were stronger for men than women; otherwise, there were no discernible sex differences in other RFs. DISCUSSION Dementia risk was higher in women than men, with possible variations by country-level income settings, but most RFs appear to work similarly in women and men.
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Affiliation(s)
- Jessica Gong
- The George Institute for Global HealthUniversity of New South WalesSydneyAustralia
- The George Institute for Global HealthImperial College LondonLondonUK
| | - Katie Harris
- The George Institute for Global HealthUniversity of New South WalesSydneyAustralia
| | - Darren M. Lipnicki
- Centre for Healthy Brain Ageing (CHeBA)Discipline of Psychiatry and Mental HealthFaculty of Medicine and HealthUNSW SydneySydneyAustralia
| | - Erico Castro‐Costa
- Center for Studies in Public Health and Aging Rene Rachou InstituteOswaldo Cruz FoundationBelo HorizonteBrazil
| | - Maria Fernanda Lima‐Costa
- Center for Studies in Public Health and Aging Rene Rachou InstituteOswaldo Cruz FoundationBelo HorizonteBrazil
| | - Breno S. Diniz
- UConn Center on AgingDepartment of PsychiatrySchool of MedicineUniversity of Connecticut Health CenterFarmingtonConnecticutUSA
| | - Shifu Xiao
- Department of Geriatric PsychiatryShanghai Mental Health CentreShanghai Jiaotong University School of MedicineShanghaiChina
| | - Richard B. Lipton
- Department of NeurologyAlbert Einstein College of MedicineBronxNew YorkUSA
| | - Mindy J. Katz
- Department of NeurologyAlbert Einstein College of MedicineBronxNew YorkUSA
| | - Cuiling Wang
- Department of Epidemiology and Community HeathAlbert Einstein College of MedicineBronxNew YorkUSA
| | - Pierre‐Marie Preux
- Inserm U1094, IRD U270, Univ. LimogesCHU Limoges, EpiMaCT ‐ Epidemiology of chronic diseases in tropical zoneInstitute of Epidemiology and Tropical NeurologyOmegaHealthLimogesFrance
| | - Maëlenn Guerchet
- Inserm U1094, IRD U270, Univ. LimogesCHU Limoges, EpiMaCT ‐ Epidemiology of chronic diseases in tropical zoneInstitute of Epidemiology and Tropical NeurologyOmegaHealthLimogesFrance
| | - Antoine Gbessemehlan
- Inserm U1094, IRD U270, Univ. LimogesCHU Limoges, EpiMaCT ‐ Epidemiology of chronic diseases in tropical zoneInstitute of Epidemiology and Tropical NeurologyOmegaHealthLimogesFrance
| | - Karen Ritchie
- INM Institute for Neurosciences of MontpellierUniv MontpellierINSERMMontpellierFrance
| | - Marie‐Laure Ancelin
- INM Institute for Neurosciences of MontpellierUniv MontpellierINSERMMontpellierFrance
| | - Ingmar Skoog
- Department of Psychiatry and NeurochemistryCenter for Ageing and Health (Age Cap)University of GothenburgGothenburgSweden
| | - Jenna Najar
- Department of Psychiatry and NeurochemistryCenter for Ageing and Health (Age Cap)University of GothenburgGothenburgSweden
| | - Therese Rydberg Sterner
- Department of Psychiatry and NeurochemistryCenter for Ageing and Health (Age Cap)University of GothenburgGothenburgSweden
| | - Nikolaos Scarmeas
- 1st Department of NeurologyAiginition HospitalNational and Kapodistrian University of Athens Medical SchoolAthensGreece
- Department of NeurologyColumbia UniversityNew YorkNew YorkUSA
| | - Mary Yannakoulia
- Department of Nutrition and DieteticsHarokopio UniversityAthensGreece
| | - Mary H. Kosmidis
- Lab of Cognitive NeuroscienceSchool of PsychologyAristotle University of ThessalonikiThessalonikiGreece
| | | | - Elena Rolandi
- Golgi Cenci FoundationAbbiategrassoItaly
- Department of Brain and Behavioral SciencesUniversity of PaviaPaviaItaly
| | | | - Oye Gureje
- WHO Collaborating Centre for Research and Training in Mental HealthNeurosciences and Substance AbuseDepartment of PsychiatryUniversity of IbadanIbadanNigeria
| | - Stella Trompet
- Section of Gerontology and GeriatricsDepartment of Internal MedicineLeiden University Medical CenterLeidenthe Netherlands
| | - Jacobijn Gussekloo
- Section of Gerontology and GeriatricsDepartment of Internal MedicineLeiden University Medical CenterLeidenthe Netherlands
- Department of Public Health and Primary CareLeidenthe Netherlands
| | - Steffi Riedel‐Heller
- Institute of Social MedicineOccupational Health and Public Health (ISAP)University of LeipzigLeipzigGermany
| | - Alexander Pabst
- Institute of Social MedicineOccupational Health and Public Health (ISAP)University of LeipzigLeipzigGermany
| | - Susanne Röhr
- Institute of Social MedicineOccupational Health and Public Health (ISAP)University of LeipzigLeipzigGermany
| | - Suzana Shahar
- Centre for Healthy Ageing and WellnessUniversiti Kebangsaan MalaysiaKuala LumpurMalaysia
| | | | | | - Martin van Boxtel
- Alzheimer Centrum LimburgSchool for Mental Health and NeuroscienceMaastricht UniversityMaastrichtthe Netherlands
| | - Sebastian Köhler
- Alzheimer Centrum LimburgSchool for Mental Health and NeuroscienceMaastricht UniversityMaastrichtthe Netherlands
| | - Mary Ganguli
- Department of MedicineUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Chung‐Chou Chang
- Department of MedicineUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Erin Jacobsen
- Department of MedicineUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Mary Haan
- Department of Epidemiology and BiostatisticsSchool of MedicineUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Ding Ding
- Institute of NeurologyNational Center for Neurological DisordersNational Clinical Research Center for Aging and MedicineHuashan HospitalFudan UniversityShanghaiChina
| | - Qianhua Zhao
- Institute of NeurologyNational Center for Neurological DisordersNational Clinical Research Center for Aging and MedicineHuashan HospitalFudan UniversityShanghaiChina
| | - Zhenxu Xiao
- Institute of NeurologyNational Center for Neurological DisordersNational Clinical Research Center for Aging and MedicineHuashan HospitalFudan UniversityShanghaiChina
| | - Kenji Narazaki
- Center for Liberal ArtsFukuoka Institute of TechnologyFukuokaJapan
| | - Tao Chen
- Sports and Health Research CenterDepartment of Physical EducationTongji UniversityShanghaiChina
| | - Sanmei Chen
- Global Health NursingDepartment of Health SciencesGraduate School of Biomedical and Health SciencesHiroshima UniversityHiroshimaJapan
| | - Tze Pin Ng
- Gerontology Research ProgrammeDepartment of Psychological MedicineYong Loo Lin School of MedicineNational University of SingaporeQueenstownSingapore
| | - Xinyi Gwee
- Gerontology Research ProgrammeDepartment of Psychological MedicineYong Loo Lin School of MedicineNational University of SingaporeQueenstownSingapore
| | - Katya Numbers
- Centre for Healthy Brain Ageing (CHeBA)Discipline of Psychiatry and Mental HealthFaculty of Medicine and HealthUNSW SydneySydneyAustralia
| | - Karen A. Mather
- Centre for Healthy Brain Ageing (CHeBA)Discipline of Psychiatry and Mental HealthFaculty of Medicine and HealthUNSW SydneySydneyAustralia
| | - Marcia Scazufca
- Instituto de Psiquiátria e LIM‐23Hospital da ClínicasFaculdade de MedicinaUniversidade de São PauloSão PauloBrazil
| | - Antonio Lobo
- Department of Medicine and Psychiatry Universidad de ZaragozaZaragozaSpain
- Instituto de Investigación Sanitaria Aragón (IIS Aragón)ZaragozaSpain
- n°33 CIBERSAMMadridSpain
| | - Concepción De‐la‐Cámara
- Department of Medicine and Psychiatry Universidad de ZaragozaZaragozaSpain
- n°33 CIBERSAMMadridSpain
| | - Elena Lobo
- Instituto de Investigación Sanitaria Aragón (IIS Aragón)ZaragozaSpain
- n°33 CIBERSAMMadridSpain
- Department of Public Health Universidad de ZaragozaZaragozaSpain
| | - Perminder S. Sachdev
- Centre for Healthy Brain Ageing (CHeBA)Discipline of Psychiatry and Mental HealthFaculty of Medicine and HealthUNSW SydneySydneyAustralia
| | - Henry Brodaty
- Centre for Healthy Brain Ageing (CHeBA)Discipline of Psychiatry and Mental HealthFaculty of Medicine and HealthUNSW SydneySydneyAustralia
| | - Maree L. Hackett
- The George Institute for Global HealthUniversity of New South WalesSydneyAustralia
- Faculty of Health and WellbeingUniversity of Central LancashireLancashireUK
| | - Sanne A. E. Peters
- The George Institute for Global HealthUniversity of New South WalesSydneyAustralia
- The George Institute for Global HealthImperial College LondonLondonUK
- Julius Center for Health Sciences and Primary CareUniversity Medical Center UtrechtUtrecht UniversityUtrechtthe Netherlands
| | - Mark Woodward
- The George Institute for Global HealthUniversity of New South WalesSydneyAustralia
- The George Institute for Global HealthImperial College LondonLondonUK
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