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INDEPENDENT AND JOINT ASSOCIATIONS OF CARDIOMETABOLIC MULTIMORBIDITY AND DEPRESSION ON COGNITIVE FUNCTION: FI NDINGS FROM MULTI-REGIONAL COHORTS AND GENERALISATION FROM TO CLINIC
Depressão
declinio cognitivo
estudo multiregional
Author
Zhao, Xuhao
Xu, Xiaolin
Yan, Yifan
Lipnicki, Darren M.
Pang, Ting
Crawford, John D.
Chen, Christopher
Cheng, Ching-Yu
Venketasubramanian, Narayanaswamy
Chong, Eddie
Blay, Sergio Luis
Costa, Maria Fernanda Furtado Lima
Castro-Costa, Erico
Lipton, Richard B.
Katz, Mindy J.
Ritchie, Karen
Scarmeas, Nikolaos
Yannakoulia, Mary
Kosmidis, Mary H.
Gureje, Oye
Ojagbemi, Akin
Bello, Toyin
Hendrie, Hugh C.
Gao, Sujuan
Guerra, Ricardo Oliveira
Auais, Mohammad
Gomez, José Fernando
Rolandi, Elena
Davin, Annalisa
Rossi, Michele
Riedel-Heller, Steffi G.
Löbner, Margit
Roehr, Susanne
Ganguli, Mary
Jacobsen, Erin P.
Chang, Chung-Chou H.
Aiello, Allison E.
Ho, Roger
Sanchez-Juan, Pascual
Valentí-Soler, Meritxell
Del Ser, Teodoro
Lobo, Antonio
De-la-Cámara, Concepción
Lobo, Elena
Sachdev, Perminder S.
Xu, Xin
for Cohort Studies of Memory in an International Consortium (COSMIC)
Xu, Xiaolin
Yan, Yifan
Lipnicki, Darren M.
Pang, Ting
Crawford, John D.
Chen, Christopher
Cheng, Ching-Yu
Venketasubramanian, Narayanaswamy
Chong, Eddie
Blay, Sergio Luis
Costa, Maria Fernanda Furtado Lima
Castro-Costa, Erico
Lipton, Richard B.
Katz, Mindy J.
Ritchie, Karen
Scarmeas, Nikolaos
Yannakoulia, Mary
Kosmidis, Mary H.
Gureje, Oye
Ojagbemi, Akin
Bello, Toyin
Hendrie, Hugh C.
Gao, Sujuan
Guerra, Ricardo Oliveira
Auais, Mohammad
Gomez, José Fernando
Rolandi, Elena
Davin, Annalisa
Rossi, Michele
Riedel-Heller, Steffi G.
Löbner, Margit
Roehr, Susanne
Ganguli, Mary
Jacobsen, Erin P.
Chang, Chung-Chou H.
Aiello, Allison E.
Ho, Roger
Sanchez-Juan, Pascual
Valentí-Soler, Meritxell
Del Ser, Teodoro
Lobo, Antonio
De-la-Cámara, Concepción
Lobo, Elena
Sachdev, Perminder S.
Xu, Xin
for Cohort Studies of Memory in an International Consortium (COSMIC)
Affilliation
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China.
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China. / School of Public Health. Faculty of Medicine. The University of Queensland. Brisbane, Australia.
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China.
Centre for Healthy Brain Ageing. Discipline of Psychiatry & Mental Health. School of Clinical Medicine. University of New South Wales. Sydney, Australia.
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China.
Centre for Healthy Brain Ageing. Discipline of Psychiatry & Mental Health. School of Clinical Medicine. University of New South Wales. Sydney, Australia.
Memory, Ageing, and Cognition Centre. Department of Pharmacology. Yong Loo Lin School of Medicine. National University of Singapore. Singapore. / National University Health System. Singapore.
Singapore Eye Research Institute. Singapore National Eye Centre. Singapore.
Raffles Neuroscience Centre. Raffles Hospital. Singapore.
Memory, Ageing, and Cognition Centre. Department of Pharmacology. Yong Loo Lin School of Medicine. National University of Singapore. Singapore.
Centro de Estudos em Saúde Pública e Envelhecimento. Belo Horizonte, MG, Brasil.
Fundação Oswaldo Cruz. Instituto Rene Rachou. Belo Horizonte, MG, Brasil.
Universidade Federal de São Paulo. Departamento de Psiquiatria. Sao Paulo, SP, Brazil.
Department of Neurology. Albert Einstein College of Medicine. New York, USA. / Department of Epidemiology and Population Health. Albert Einstein College of Medicine. New York, USA.
Department of Neurology. Albert Einstein College of Medicine. New York, USA.
Institut for Neurosciences of Montpellier. University Montpellier. National Institute for Health and Medical Research. Montpellier, France. / Institut du Cerveau Trocadéro. Paris, France.
First Department of Neurology, Aiginition Hospital. National and Kapodistrian University of Athens. Athens, Greece. / Department of Neurology. Columbia University. New York, USA.
Department of Nutrition and Dietetics. Harokopio University. Athens, Greece.
Lab of Neuropsychology & Behavioral Neuroscience. School of Psychology. Aristotle University of Thessaloniki. Thessaloniki, Greece.
World Health Organization Collaborating Centre for Research and Training in Mental Health, Neuroscience, and Substance Abuse. Department of Psychiatry. College of Medicine. University of Ibadan. Ibadan, Nigeria.
World Health Organization Collaborating Centre for Research and Training in Mental Health, Neuroscience, and Substance Abuse. Department of Psychiatry. College of Medicine. University of Ibadan. Ibadan, Nigeria.
World Health Organization Collaborating Centre for Research and Training in Mental Health, Neuroscience, and Substance Abuse. Department of Psychiatry. College of Medicine. University of Ibadan. Ibadan, Nigeria.
Department of Psychiatry and Indiana Alzheimer Disease Center Indiana School of Medicine. Indianapolis, USA.
Indiana Alzheimer Disease Research Center. Indianapolis./Department of Biostatistics and Health Data Science. Indiana University School of Medicine. Indianapolis, USA.
Universidade Federal do Rio Grande do Norte. Departamento de Fisioterapia. Natal, RN, Brasil.
School of Rehabilitation Therapy. Ontario, Canada.
Research Group on Geriatrics and Gerontology. Faculty of Health Sciences. Universidad de Caldas. Manizales, Colombia.
Golgi Cenci Foundation. Abbiategrasso, Italy. / Department of Brain and Behavioural Sciences. University of Pavia. Pavia, Italy.
Golgi Cenci Foundation. Abbiategrasso, Italy.
Golgi Cenci Foundation. Abbiategrasso, Italy.
Institute of Social Medicine, Occupational Health and Public Health. Medical Faculty, University of Leipzig. Leipzig, Germany.
Institute of Social Medicine, Occupational Health and Public Health. Medical Faculty, University of Leipzig. Leipzig, Germany.
Institute of Social Medicine, Occupational Health and Public Health. Medical Faculty, University of Leipzig. Leipzig, Germany. / School of Psychology. Massey University. Palmerston North, New Zealand. / Global Brain Health Institute. Trinity College Dublin, Dublin, Ireland.
Departments of Psychiatry, Neurology, and Epidemiology. School of Medicine and School of Public Health. University of Pittsburgh. Pittsburgh, USA.
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China. / Centre for Healthy Brain Ageing. Discipline of Psychiatry & Mental Health. School of Clinical Medicine. University of New South Wales. Sydney, Australia.
Departments of Medicine and Bioostatistics. School of Medicine and School of Public Health. University of Pittsburgh. Pittsburgh, USA.
Robert N. Butler Columbia Aging Center. Department of Epidemiology. Mailman School of Public Health. Columbia University. New York, USA.
Department of Psychological Medicine. Yong Loo Lin School of Medicine. National University of Singapore. Singapore. / Department of Psychological Medicine. National University Hospital. Singapore. / Institute of Health Innovation and Technology. National University of Singapore. Singapore
Alzheimer's Centre Reina Sofia-CIEN Foundation-ISCIII. Madrid, Spain.
Alzheimer's Centre Reina Sofia-CIEN Foundation-ISCIII. Madrid, Spain.
Alzheimer's Centre Reina Sofia-CIEN Foundation-ISCIII. Madrid, Spain.
Department of Medicine and Psychiatry. Universidad de Zaragoza. Zaragoza, Spain./ Instituto de Investigación Sanitaria Aragón. Zaragoza, Spain. / Centro de Investigación Biomédica en Red de Salud Mental. Madrid, Spain.
Department of Medicine and Psychiatry. Universidad de Zaragoza. Zaragoza, Spain./ Instituto de Investigación Sanitaria Aragón. Zaragoza, Spain. / Centro de Investigación Biomédica en Red de Salud Mental. Madrid, Spain.
Department of Preventive Medicine and Public Health. Universidad de Zaragoza. Instituto de Investigación Sanitaria Aragón. Zaragoza, Madrid, Spain.
Centre for Healthy Brain Ageing. Discipline of Psychiatry & Mental Health. School of Clinical Medicine. University of New South Wales. Sydney, Australia.
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China. / Centre for Healthy Brain Ageing. Discipline of Psychiatry & Mental Health. School of Clinical Medicine. University of New South Wales. Sydney, Australia. / Memory, Ageing, and Cognition Centre. Department of Pharmacology. Yong Loo Lin School of Medicine. National University of Singapore. Singapore.
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China. / School of Public Health. Faculty of Medicine. The University of Queensland. Brisbane, Australia.
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China.
Centre for Healthy Brain Ageing. Discipline of Psychiatry & Mental Health. School of Clinical Medicine. University of New South Wales. Sydney, Australia.
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China.
Centre for Healthy Brain Ageing. Discipline of Psychiatry & Mental Health. School of Clinical Medicine. University of New South Wales. Sydney, Australia.
Memory, Ageing, and Cognition Centre. Department of Pharmacology. Yong Loo Lin School of Medicine. National University of Singapore. Singapore. / National University Health System. Singapore.
Singapore Eye Research Institute. Singapore National Eye Centre. Singapore.
Raffles Neuroscience Centre. Raffles Hospital. Singapore.
Memory, Ageing, and Cognition Centre. Department of Pharmacology. Yong Loo Lin School of Medicine. National University of Singapore. Singapore.
Centro de Estudos em Saúde Pública e Envelhecimento. Belo Horizonte, MG, Brasil.
Fundação Oswaldo Cruz. Instituto Rene Rachou. Belo Horizonte, MG, Brasil.
Universidade Federal de São Paulo. Departamento de Psiquiatria. Sao Paulo, SP, Brazil.
Department of Neurology. Albert Einstein College of Medicine. New York, USA. / Department of Epidemiology and Population Health. Albert Einstein College of Medicine. New York, USA.
Department of Neurology. Albert Einstein College of Medicine. New York, USA.
Institut for Neurosciences of Montpellier. University Montpellier. National Institute for Health and Medical Research. Montpellier, France. / Institut du Cerveau Trocadéro. Paris, France.
First Department of Neurology, Aiginition Hospital. National and Kapodistrian University of Athens. Athens, Greece. / Department of Neurology. Columbia University. New York, USA.
Department of Nutrition and Dietetics. Harokopio University. Athens, Greece.
Lab of Neuropsychology & Behavioral Neuroscience. School of Psychology. Aristotle University of Thessaloniki. Thessaloniki, Greece.
World Health Organization Collaborating Centre for Research and Training in Mental Health, Neuroscience, and Substance Abuse. Department of Psychiatry. College of Medicine. University of Ibadan. Ibadan, Nigeria.
World Health Organization Collaborating Centre for Research and Training in Mental Health, Neuroscience, and Substance Abuse. Department of Psychiatry. College of Medicine. University of Ibadan. Ibadan, Nigeria.
World Health Organization Collaborating Centre for Research and Training in Mental Health, Neuroscience, and Substance Abuse. Department of Psychiatry. College of Medicine. University of Ibadan. Ibadan, Nigeria.
Department of Psychiatry and Indiana Alzheimer Disease Center Indiana School of Medicine. Indianapolis, USA.
Indiana Alzheimer Disease Research Center. Indianapolis./Department of Biostatistics and Health Data Science. Indiana University School of Medicine. Indianapolis, USA.
Universidade Federal do Rio Grande do Norte. Departamento de Fisioterapia. Natal, RN, Brasil.
School of Rehabilitation Therapy. Ontario, Canada.
Research Group on Geriatrics and Gerontology. Faculty of Health Sciences. Universidad de Caldas. Manizales, Colombia.
Golgi Cenci Foundation. Abbiategrasso, Italy. / Department of Brain and Behavioural Sciences. University of Pavia. Pavia, Italy.
Golgi Cenci Foundation. Abbiategrasso, Italy.
Golgi Cenci Foundation. Abbiategrasso, Italy.
Institute of Social Medicine, Occupational Health and Public Health. Medical Faculty, University of Leipzig. Leipzig, Germany.
Institute of Social Medicine, Occupational Health and Public Health. Medical Faculty, University of Leipzig. Leipzig, Germany.
Institute of Social Medicine, Occupational Health and Public Health. Medical Faculty, University of Leipzig. Leipzig, Germany. / School of Psychology. Massey University. Palmerston North, New Zealand. / Global Brain Health Institute. Trinity College Dublin, Dublin, Ireland.
Departments of Psychiatry, Neurology, and Epidemiology. School of Medicine and School of Public Health. University of Pittsburgh. Pittsburgh, USA.
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China. / Centre for Healthy Brain Ageing. Discipline of Psychiatry & Mental Health. School of Clinical Medicine. University of New South Wales. Sydney, Australia.
Departments of Medicine and Bioostatistics. School of Medicine and School of Public Health. University of Pittsburgh. Pittsburgh, USA.
Robert N. Butler Columbia Aging Center. Department of Epidemiology. Mailman School of Public Health. Columbia University. New York, USA.
Department of Psychological Medicine. Yong Loo Lin School of Medicine. National University of Singapore. Singapore. / Department of Psychological Medicine. National University Hospital. Singapore. / Institute of Health Innovation and Technology. National University of Singapore. Singapore
Alzheimer's Centre Reina Sofia-CIEN Foundation-ISCIII. Madrid, Spain.
Alzheimer's Centre Reina Sofia-CIEN Foundation-ISCIII. Madrid, Spain.
Alzheimer's Centre Reina Sofia-CIEN Foundation-ISCIII. Madrid, Spain.
Department of Medicine and Psychiatry. Universidad de Zaragoza. Zaragoza, Spain./ Instituto de Investigación Sanitaria Aragón. Zaragoza, Spain. / Centro de Investigación Biomédica en Red de Salud Mental. Madrid, Spain.
Department of Medicine and Psychiatry. Universidad de Zaragoza. Zaragoza, Spain./ Instituto de Investigación Sanitaria Aragón. Zaragoza, Spain. / Centro de Investigación Biomédica en Red de Salud Mental. Madrid, Spain.
Department of Preventive Medicine and Public Health. Universidad de Zaragoza. Instituto de Investigación Sanitaria Aragón. Zaragoza, Madrid, Spain.
Centre for Healthy Brain Ageing. Discipline of Psychiatry & Mental Health. School of Clinical Medicine. University of New South Wales. Sydney, Australia.
School of Public Health. The Second Affiliated Hospital of School of Medicine. Zhejiang University, Hangzhou, China. / Centre for Healthy Brain Ageing. Discipline of Psychiatry & Mental Health. School of Clinical Medicine. University of New South Wales. Sydney, Australia. / Memory, Ageing, and Cognition Centre. Department of Pharmacology. Yong Loo Lin School of Medicine. National University of Singapore. Singapore.
Abstract
Background: Cardiometabolic multimorbidity (CMM) and depression are often co-occurring in older adults and associated with neurodegenerative outcomes. The present study aimed to estimate the independent and joint associations of CMM and depression on cognitive function in multi-regional cohorts, and to validate the generalizability of the findings in additional settings, including clinical.
Methods: Data harmonization was performed across 14 longitudinal cohort studies within the Cohort Studies of Memory in an International Consortium (COSMIC) group, spanning North America, South America, Europe, Africa, Asia, and Australia. Three external validation studies with distinct settings were employed for generalization. Participants were eligible for inclusion if they had data for CMM and were free of dementia at baseline. Baseline CMM was defined as: 1) CMM 5, ≥2 among hypertension, hyperlipidemia, diabetes, stroke, and heart disease and 2) CMM 3 (aligned with previous studies), ≥2 among diabetes, stroke, and heart disease. Baseline depression was primarily characterized by binary classification of depressive symptom measurements, employing the Geriatric Depression Scale and the Center for Epidemiological Studies-Depression scale. Global cognition was standardized as z-scores through harmonizing multiple cognitive measures. Longitudinal cognition was calculated as changes in global cognitive z-scores. A pooled individual participant data (IPD) analysis was utilized to estimate the independent and joint associations of CMM and depression on cognitive outcomes in COSMIC studies, both cross-sectionally and longitudinally. Repeated analyses were performed in three external validation studies.
Findings: Of the 32,931 older adults in the 14 COSMIC cohorts, we included 30,382 participants with complete data on baseline CMM, depression, and cognitive assessments for cross-sectional analyses. Among them, 22,599 who had at least 1 follow-up cognitive assessment were included in the longitudinal analyses. The three external studies for validation had 1964 participants from 3 multi-ethnic Asian older adult cohorts in different settings (community-based, memory clinic, and post-stroke study). In COSMIC studies, each of CMM and depression was independently associated with cross-sectional and longitudinal cognitive function, without significant interactions between them (Ps > 0.05). Participants with both CMM and depression had lower cross-sectional cognitive performance (e.g. β = −0.207, 95% CI = (−0.255, −0.159) for CMM5 (+)/depression (+)) and a faster rate of cognitive decline (e.g. β = −0.040, 95% CI = (−0.047, −0.034) for CMM5 (+)/depression (+)), compared with those without either condition. These associations remained consistent after additional adjustment for APOE genotype and were robust in two-step random-effects IPD analyses. The findings regarding the joint association of CMM and depression on cognitive function were reproduced in the three external validation studies.
Interpretation: Our findings highlighted the importance of investigating age-related co-morbidities in a multi-dimensional perspective. Targeting both cardiometabolic and psychological conditions to prevent cognitive decline could enhance effectiveness.
Keywords in Portuguese
Multimorbidade cardiometabólicaDepressão
declinio cognitivo
estudo multiregional
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