Evidence map›Paper›PMID 41933172›Full record

ArticleNature medicine2026

The exposome of brain aging across 34 countries.

Agustina Legaz, Sebastian Moguilner, Pablo Barttfeld, Jhosmary Cuadros Castro, Dante Sebastián Galván Rial, Joaquin Migeot, Francesca R Farina, Raul Gonzalez-Gomez, Salomón Salazar-Londoño, Tiago de Souza Azzi and 133 more

Abstract read
In one paragraph

Article in Nature medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Trial
  2. Review
  3. Article
  4. Shifting the emphasis of brain health literacy from individuals to systems to reduce inequalities.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  5. Review
  6. Article
  7. Time to diagnosis in FTLD-associated syndromes in Latin America.Alzheimer's & dementia (Amsterdam, Netherlands)
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

143 authors.

Agustina Legaz *Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Sebastian Moguilner *Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Pablo BarttfeldCognitive Science Group, Instituto de Investigaciones Psicológicas (IIPsi, CONICET-UNC), Facultad de Psicología, Universidad Nacional de Córdoba, Córdoba, Argentina.
Jhosmary Cuadros CastroLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Dante Sebastián Galván RialCognitive Science Group, Instituto de Investigaciones Psicológicas (IIPsi, CONICET-UNC), Facultad de Psicología, Universidad Nacional de Córdoba, Córdoba, Argentina.
Joaquin MigeotLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Francesca R FarinaPritzker School of Medicine, The University of Chicago, Chicago, IL, USA.
Raul Gonzalez-GomezLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.ORCID http://orcid.org/0000-0003-2341-011X
Salomón Salazar-LondoñoFaculty of Medicine, Pontificia Universidad Javeriana, Bogotá, Colombia.ORCID http://orcid.org/0000-0002-9302-3601
Tiago de Souza AzziDepartment of Psychiatry, Amsterdam University Medical Center, Amsterdam, The Netherlands.ORCID http://orcid.org/0009-0009-9314-1067
Sarael AlcauterInstituto de Neurobiología, Universidad Nacional Autónoma de México, Querétaro, México.
Lucia AmorusoBasque Center on Cognition, Brain and Language (BCBL), San Sebastian, Spain.
Renato AnghinahDepartament of Neurology of Medical School, University of São Paulo, São Paulo, Brazil.
May BakrInstitute of Global Health and Human Ecology (IGHHE), The American University in Cairo (AUC), New Cairo, Egypt.ORCID http://orcid.org/0000-0001-8533-4867
María Isabel BehrensCentro de Investigación Clínica Avanzada (CICA), Hospital Clínico Universidad de Chile, Santiago, Chile.ORCID http://orcid.org/0000-0003-0964-426X
Martin A BrunoInstituto Ciencias Biomedicas (ICBM), Facultad Ciencias Medicas, Universidad Catolica de Cuyo, San Juan, Argentina.
Juan Felipe CardonaFaculty of Psychology, Universidad del Valle, Cali, Colombia.
Christopher ChenMemory, Ageing and Cognition Centre, Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-1047-9225
Olivier ColliotSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm U1127, CNRS UMR 7225, Paris, France.
Nilton CustodioUnidad de diagnóstico de deterioro cognitivo y prevención de demencia, Instituto Peruano de Neurociencias, Lima, Perú.
Quentin d'AcremontBordeaux Population Health, U1219, INSERM, University of Bordeaux, Bordeaux, France.
Stéphanie DebetteBordeaux Population Health, U1219, INSERM, University of Bordeaux, Bordeaux, France.ORCID http://orcid.org/0000-0001-8675-7968
Patrycja DzianokLaboratory of Emotions Neurobiology, Center of Excellence for Neural Plasticity and Brain Disorders BRAINCITY, Nencki Institute of Experimental Biology PAS, Warsaw, Poland.ORCID http://orcid.org/0000-0002-6528-9568
Bahar GüntekinResearch Institute for Health Sciences and Technologies (SABITA), Neuroscience Research Center Istanbul Medipol University, İstanbul, Türkiye.
Jordi HuguetBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain.ORCID http://orcid.org/0000-0001-8420-4833
Cecilia JarneLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.ORCID http://orcid.org/0000-0002-3917-920X
Marc JoliotInstitute of Neurodegenerative Diseases (IMN), UMR5293, University of Bordeaux, CNRS, CEA, Bordeaux, France.ORCID http://orcid.org/0000-0001-7792-308X
Elissaios KarageorgiouSleep & Memory Center, Neurological Institute of Athens, Athens, Greece.ORCID http://orcid.org/0000-0001-9628-6370
Eman M KhedrDepartment of Neurology and Psychiatry, Assiut University Hospital, Assiut, Egypt.
Sheri-Michelle KoopowitzDepartment of Psychiatry, Neuroscience Institute, University of Cape Town, Cape Town, South Africa.
Ewa KublikLaboratory of Emotions Neurobiology, Center of Excellence for Neural Plasticity and Brain Disorders BRAINCITY, Nencki Institute of Experimental Biology PAS, Warsaw, Poland.ORCID http://orcid.org/0000-0001-6806-9707
Jinkook LeeDepartment of Economics, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0002-6209-719X
Leon AksmanMark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0003-2342-0780
Susanna LopezDepartment of Physiology and Pharmacology 'Erspamer', Sapienza University of Rome, Rome, Italy.
Paula MargareticFaculty of Business and Economics, University of Chile, Santiago de Chile, Chile.
Diana MatallanaCentro de Memoria y Cognición, Intellectus, Hospital Universitario San Ignacio, Bogotá, Colombia.
Sophie MatisSchool of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.
Andreas MiltiadousDepartment of Informatics & Telecommunications, School of Informatics & Telecommunications, University of Ioannina Kostakioi, Arta, Greece.ORCID http://orcid.org/0000-0003-0675-9088
Gabriela NovotniDepartment of Cognitive Neurology and Neurodegenerative Diseases, University Clinic of Neurology, Skopje, North Macedonia.ORCID http://orcid.org/0000-0002-8552-0376
Patricio OrioAdvanced Center for Electrical and Electronic Engineering, Universidad Técnica Federico Santa María, Valparaíso, Chile.ORCID http://orcid.org/0000-0003-0332-8098
Mario A ParraLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Simone ReppermundCentre for Healthy Brain Ageing (CHeBA), School of Clinical Medicine, University of New South Wales, Sydney, New South Wales, Australia.
Elisa de Paula França ResendeGlobal Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA.
Giovanni Abrahão SalumDepartment of Psychiatry, Universidade Federal do Rio Grande do Sul - Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.
Andrea SlachevskyDepartamento de Neurología y Psiquiatría, Clínica Alemana - Universidad del Desarrollo, Santiago, Chile.
Ana Luisa Sosa OrtizLaboratorio de demencias, Instituto Nacional de Neurología y Neurocirugía, MVS, Mexico City, Mexico.
Leonel Tadao TakadaDepartment of Neurology, Hospital das Clinicas, University of Sao Paulo School of Medicine, Sao Paulo, Brazil.ORCID http://orcid.org/0000-0002-0121-9253
An Qi TohMemory, Ageing and Cognition Centre, Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0009-0008-9519-3867
Alexandros TzallasDepartment of Informatics & Telecommunications, School of Informatics & Telecommunications, University of Ioannina Kostakioi, Arta, Greece.ORCID http://orcid.org/0000-0001-9043-1290
Wei WenCentre for Healthy Brain Ageing (CHeBA), School of Clinical Medicine, University of New South Wales, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0003-2753-3870
Robert WhelanGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
Görsev YenerDepartment of Neurology, Dokuz Eylül University, Izmir, Türkiye.ORCID http://orcid.org/0000-0002-7756-4387
Jonathan Adrián Zegarra ValdiviaGlobal Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA.ORCID http://orcid.org/0000-0003-0497-5270
Athanasia AlexoudiNeurological Institute of Athens, Athens, Greece.
Faheem ArshadGlobal Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA.
Haisam AttaSouth Egypt Cancer Institute, Assiut, Egypt.
Jose Alberto Avila-FunesBordeaux Population Health, U1219, INSERM, University of Bordeaux, Bordeaux, France.
Jasmin Bonilla SantosDepartment of Psychology, Universidad Cooperativa de Colombia, Neiva, Colombia.ORCID http://orcid.org/0000-0001-7660-2209
Ricardo BruñaCenter for Cognitive and Computational Neuroscience (C3N), Complutense University of Madrid, Madrid, Spain.
Sandra Milena Castelblanco-ToroInstitute of Aging of the Faculty of Medicine of the Pontificia Universidad Javeriana, Bogotá, Colombia.
Brenda Nadia Chino VilcaCenter for Cognitive and Computational Neuroscience (C3N), Complutense University of Madrid, Madrid, Spain.ORCID http://orcid.org/0000-0002-8169-263X
Carlos Coronel-OliverosLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Fabrice CrivelloInstitute of Neurodegenerative Diseases (IMN), UMR5293, University of Bordeaux, CNRS, CEA, Bordeaux, France.ORCID http://orcid.org/0000-0001-6950-984X
Josephine CruzatLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Damián DellavaleGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.ORCID http://orcid.org/0000-0003-0472-8472
Catherina DhoogeCognitive Neuroscience Center, Department of Life and Behavioral Sciences, Universidad de San Andres, Buenos Aires, Argentina.
Gaetano Di CaterinaElectronic and Electrical Engineering Department, University of Strathclyde, Glasgow, UK.
Javier EscuderoSchool of Engineering, Institute for Imaging, Data and Communications, University of Edinburgh, Edinburgh, UK.ORCID http://orcid.org/0000-0002-2105-8725
Juan Manuel Esquivias FariasInstituto de Neurobiología, Universidad Nacional Autónoma de México, Querétaro, México.ORCID http://orcid.org/0000-0001-9620-3416
Laz Ude EzeGlobal Brain Health Institute (GBHI), University of California, San Francisco (UCSF), Francisco, CA, USA.ORCID http://orcid.org/0009-0000-0095-7230
Tavia E EvansGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
Temitope FarombiGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
Alberto FernándezCenter for Cognitive and Computational Neuroscience (C3N), Complutense University of Madrid, Madrid, Spain.
Sol FittipaldiLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Florencia PortilloNational Council on Scientific and Technical Research (CONICET), Buenos Aires, Argentina.ORCID http://orcid.org/0009-0001-3334-9431
Gonzalo Forno MartinicGeroscience Center for Brain Health and Metabolism (GERO), Santiago, Chile.ORCID http://orcid.org/0000-0003-2739-6028
Adolfo M GarcíaCognitive Neuroscience Center, Department of Life and Behavioral Sciences, Universidad de San Andres, Buenos Aires, Argentina.ORCID http://orcid.org/0000-0002-6936-0114
Indira Garcia-CorderoCognitive Neuroscience Center, Department of Life and Behavioral Sciences, Universidad de San Andres, Buenos Aires, Argentina.
Rahul GauravSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm U1127, CNRS UMR 7225, Paris, France.
Maria Eugenia GodoyLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Cecilia Gonzalez CampoCognitive Neuroscience Center, Department of Life and Behavioral Sciences, Universidad de San Andres, Buenos Aires, Argentina.
Alfredis González HernándezDepartment of Psychology, Master Program of Clinical Neuropsychology, Universidad Surcolombiana Neiva, Huila, Colombia.
Lütfü HanoğluResearch Institute for Health Sciences and Technologies (SABITA), Neuroscience Research Center Istanbul Medipol University, İstanbul, Türkiye.
Jessica L HazeltonLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Rubén HerzogLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Burcin IkizNeuro Climate Working Group, Global Consortium on Climate and Health Education, Columbia University, New York, NY, USA.
Alfred Kongnyu NjamnshiDepartment of Translational Neuroscience, Brain Research Africa Initiative (BRAIN), Geneva, Switzerland.ORCID http://orcid.org/0000-0003-0052-1511
Ramon Landin-RomeroSchool of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.
María Eugenia LópezCenter for Cognitive and Computational Neuroscience (C3N), Complutense University of Madrid, Madrid, Spain.ORCID http://orcid.org/0000-0002-3928-2629
Marcelo Adrián MaitoLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Vicente MedelLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Juan Pablo Morales SepúlvedaUniversity of Sydney Business School, Darlington, New South Wales, Australia.
John Fredy Ochoa GómezGrupo de Neurociencias de Antioquia, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia.
Chukwuanugo OgbuaguGlobal Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA.
Maira Okada de OliveiraGlobal Brain Health Institute (GBHI), University of California, San Francisco (UCSF), Francisco, CA, USA.
Mehmet OzansoyDepartment of Physiology, Istanbul Medipol University, International School of Medicine, Istanbul, Türkiye.ORCID http://orcid.org/0000-0002-1079-8832
Javier Palma-EspinosaLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Saima HilalSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
Juan Helen Zhou3Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-0180-8648
Stefanie Danielle Piña EscuderoGlobal Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA.
Julie Kay PitmanSleep & Memory Center, Neurological Institute of Athens, Athens, Greece.
Pavel PradoEscuela de Fonoaudiología, Facultad de Ciencias de la Rehabilitación y Calidad de Vida, Universidad San Sebastián, Santiago de Chile, Chile.ORCID http://orcid.org/0000-0002-1324-6400
Diego Ramírez GonzálezInstituto de Neurobiología, Universidad Nacional Autónoma de México, Querétaro, México.
Pablo ReyesPhD Program of Neuroscience, Psychiatry and Mental Health Department, Pontificia Universidad Javeriana, Bogota, Colombia.ORCID http://orcid.org/0000-0001-6705-7157
Hernando Santamaría GarcíaCentro de Memoria y Cognición Intellectus, Hospital Universitario San Ignacio, Bogota, Colombia.ORCID http://orcid.org/0000-0001-9422-3579
Johannes SchröderSection of Geriatric Psychiatry, University of Heidelberg, Heidelberg, Germany.
Jacobo Diego SittSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm U1127, CNRS UMR 7225, Paris, France.
Radwa Kamel SolimanDepartment of Diagnostic and Interventional Radiology Faculty of Medicine, Assiut University, Asyut, Egypt.ORCID http://orcid.org/0000-0001-5391-1631
Marcio Soto-AñariLaboratorio de Neurociencia Cognitiva, Universidad Católica San Pablo, Arequipa, Peru.ORCID http://orcid.org/0000-0002-9121-3284
Nithin ThanisseryDepartment of Neurology, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, India.
Lucas Toshio ItoDepartment of Biochemistry, Universidade Federal de São Paulo, São Paulo, Brazil.ORCID http://orcid.org/0000-0001-9713-8687
Ami TsuchidaBordeaux Population Health, U1219, INSERM, University of Bordeaux, Bordeaux, France.ORCID http://orcid.org/0000-0001-5160-6203
Christophe TzourioBordeaux Population Health, U1219, INSERM, University of Bordeaux, Bordeaux, France.ORCID http://orcid.org/0000-0002-6517-2984
Harun YırıkoğullarıResearch Institute for Health Sciences and Technologies (SABITA), Neuroscience Research Center Istanbul Medipol University, İstanbul, Türkiye.ORCID http://orcid.org/0000-0002-0384-2671
Jennifer S YokoyamaMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.ORCID http://orcid.org/0000-0001-7274-2634
David AguillonGrupo de Neurociencias de Antioquia, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia.ORCID http://orcid.org/0000-0003-2283-536X
Bruce MillerGlobal Brain Health Institute (GBHI), University of California, San Francisco (UCSF), Francisco, CA, USA.
Suvarna AlladiDepartment of Neurology, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, India.
Yang JiangDepartment of Behavioral Science, College of Medicine, University of Kentucky, Lexington, KY, USA.ORCID http://orcid.org/0000-0003-4589-0097
Arcadi NavarroBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain.
Claudio BabiloniDepartment of Physiology and Pharmacology 'Erspamer', Sapienza University of Rome, Rome, Italy.
David Huepe ArtigasCenter for Social and Cognitive Neuroscience (CSCN), School of Psychology, Universidad Adolfo Ibáñez, Santiago de Chile, Chile.
Olivier PiguetBrain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0002-6696-1440
Pedro Antonio Valdes SosaJoint Cuba China Laboratory for Neurotechnology, University of Electronic Scicene and Technology of China, Chengdu, China.ORCID http://orcid.org/0000-0001-5485-2661
Cyprian M MostertGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
Masoud TahmasianInstitute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany.ORCID http://orcid.org/0000-0003-3999-3807
Peng LiDepartment of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0002-4684-4909
Kun HuDivision of Sleep Medicine, Harvard Medical School, Boston, MA, USA.
Sarah GenonInstitute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Centre Jülich, Jülich, Germany.ORCID http://orcid.org/0000-0002-7087-7882
Dan J SteinSAMRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry & Neuroscience Institute, Cape Town, South Africa.ORCID http://orcid.org/0000-0001-7218-7810
Fernando MaestúCenter for Cognitive and Computational Neuroscience (C3N), Complutense University of Madrid, Madrid, Spain.ORCID http://orcid.org/0000-0002-3195-0071
Michela PievaniLab Alzheimer's Neuroimaging and Epidemiology, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy.ORCID http://orcid.org/0000-0002-1794-8987
Mohamed SalamaInstitute of Global Health and Human Ecology (IGHHE), The American University in Cairo (AUC), New Cairo, Egypt.ORCID http://orcid.org/0000-0003-1644-0273
Henry BrodatyCentre for Healthy Brain Ageing (CHeBA), School of Clinical Medicine, University of New South Wales, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0001-9487-6617
Perminder S SachdevCentre for Healthy Brain Ageing (CHeBA), School of Clinical Medicine, University of New South Wales, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0002-9595-3220
Brian LawlorGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
Harris A EyreGlobal Brain Economy Initiative, Office of Innovation, Rice University, Houston, TX, USA.ORCID http://orcid.org/0000-0003-4827-8258
J Jaime MirandaSydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0002-4738-5468
Sandra BaezGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.ORCID http://orcid.org/0000-0003-0875-1709
Enzo TagliazucchiLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Claudia Duran-AniotzLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Hernan HernandezLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile. hernan.hernandez.l@uai.cl.ORCID http://orcid.org/0000-0002-0597-6059
Agustin IbanezLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile. agustin.ibanez@gbhi.org.ORCID http://orcid.org/0000-0001-6758-5101

Funding

TDP-43 Loss-of-Function: Biology to BiomarkersP01AG019724 · NIA · UNIVERSITY OF PENNSYLVANIA · PI MARIA LUISA GORNO TEMPINI · 2002 to 2026
$67.2M
Household Air Pollution and Health: A Multi-Country LPG Intervention TrialUM1HL134590 · NHLBI · EMORY UNIVERSITY · PI CHECKLEY, WILLIAM, CLASEN, THOMAS F · 2016 to 2021
$31.1M
Leveraging a natural experiment to estimate the causal impact of blood sugar on dementia and cognition in IndiaR01AG051125 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Jinkook Lee · 2015 to 2026
$26.8M
Strategies for Targeting Astrocyte Reactivity in Alzheimer's Disease and Related DementiasP01AG078116 · NIA · UNIVERSITY OF KENTUCKY · PI PETER T. NELSON · 2022 to 2026
$25.0M
University of Kentucky Alzheimer's Disease Research CenterP30AG072946 · NIA · UNIVERSITY OF KENTUCKY · PI LINDA J VAN ELDIK · 2021 to 2026
$23.5M
Harmonized Diagnostic Assessment of Dementia (DAD) for Longitudinal Aging Study of India (LASI)-Genomic study.U01AG064948 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI KARDIA, SHARON L, LEE, JINKOOK · 2019 to 2023
$12.5M
An automated machine learning approach to language changes in Alzheimer’s disease and frontotemporal dementia across Latino and English-speaking populationsR01AG075775 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI MARIA LUISA GORNO TEMPINI, Adolfo Martin Garcia · 2023 to 2026
$7.2M
US-South American Initiative for Genetic-Neural-Behavioral Interactions in Human Neurodegenerative ResearchR01AG057234 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Claudia Duran-Aniotz, Agustin M. Ibanez · 2019 to 2026
$6.1M
A global epidemiology of cognitive impairment and dementia due to Alzheimer's disease and related disorders: the COSMIC CollaborationR01AG057531 · NIA · UNIVERSITY OF NEW SOUTH WALES · PI Perminder S SACHDEV · 2023 to 2026
$5.9M
Social epigenetics of Alzheimer's disease and related dementias in Latin American countriesR01AG082056 · NIA · WEILL MEDICAL COLL OF CORNELL UNIV · PI Michael Jay Corley · 2024 to 2026
$3.6M
Multilingualism as a factor of resilience to Alzheimer's disease and related dementias in IndiaR01AG080473 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Leon Aksman, Miguel Arce · 2023 to 2026
$3.1M
Circadian Disturbance and Dementia in Latin AmericaR01AG083799 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Kun Hu, Agustin M. Ibanez · 2023 to 2026
$3.0M
FIC NIH HHS D71 TW010877FIC NIH HHS K01 TW011478FIC NIH HHS R21 TW009982FIC NIH HHS R21 TW011740NCI NIH HHS P20 CA217231NHLBI NIH HHS HHSN268200900033CNHLBI NIH HHS U01 HL114180NHLBI NIH HHS UM1 HL134590NIA NIH HHS K01 AG000986NIA NIH HHS P01 AG019724NIA NIH HHS P01 AG078116NIA NIH HHS P30 AG072946NIA NIH HHS R01 AG051125NIA NIH HHS R01 AG057234NIA NIH HHS R01 AG057531NIA NIH HHS R01 AG075775NIA NIH HHS R01 AG080473NIA NIH HHS R01 AG081305NIA NIH HHS R01 AG082056NIA NIH HHS R01 AG083799NIA NIH HHS R21 AG069252NIA NIH HHS RF1 AG087965NIA NIH HHS RF1 AG088003NIA NIH HHS U01 AG064948NIDA NIH HHS 75N95022C00031NIDDK NIH HHS K23 DK135798NIH HHS S10 OD032285NIMH NIH HHS U19 MH098780U.S. Department of Health & Human Services | National Institutes of Health (NIH) S10OD032285, R01AG080473, RF1AG087965 and RF1AG088003U.S. Department of Health & Human Services | NIH | National Institute on Aging (U.S. National Institute on Aging) R01AG051125, U01AG064948Wellcome Trust
6 · The paper itself

Abstract

The physical and social exposome affects human aging, and brain clocks may track its effects. However, most studies neglect multidomain exposures (physical, social and political) across diverse settings globally and their associations with brain aging. In this study, we characterized the associations between 73 country-level physical and social exposomal factors and multimodal brain age in 18,701 participants from 34 countries (healthy individuals and those with Alzheimer's disease, frontotemporal lobar degeneration or mild cognitive impairment). Exposome effects were assessed using generalized additive models and meta-analytic frameworks. Aggregated exposome models explained up to 15.5-fold more variance than individual exposures (delta Akaike information criterion (ΔAIC): 2,034-3,127). Physical exposome was primarily associated with accelerated structural brain aging (limbic, subcortical and cerebellar regions), whereas social exposome was more strongly associated with functional brain aging (frontotemporal and limbic networks). Exposome burden accounted for 3.3-9.1-fold higher risk of accelerated aging, exceeding effects of clinical diagnoses. Findings were out-of-sample validated in cross-sectional and longitudinal designs, remained consistent across clinical subgroups and persisted after adjustment for demographics, age correction bias, cognition, scanner type and data quality. The exposome accelerates brain aging in health and disease, underscoring the need to address physical, social and political inequities.

Indexed as

AgingBrainExposomeAgedAged, 80 and overAlzheimer DiseaseCognitive DysfunctionCross-Sectional StudiesFemaleHumansMaleMiddle Aged

Identifiers

PMID41933172
PMCPMC13379064

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.