Diversity-Sensitive Brain Clocks Linked to Biophysical Mechanisms in Aging and Dementia

dc.contributor.author Coronel-Oliveros, Carlos
dc.contributor.author Moguilner, Sebastian
dc.contributor.author Hernandez, Hernan
dc.contributor.author Cruzat, Josephine
dc.contributor.author Baez, Sandra
dc.contributor.author Medel, Vicente
dc.contributor.author Ibanez, Agustin
dc.date.accessioned 2025-11-03T17:00:58Z
dc.date.available 2025-11-03T17:00:58Z
dc.date.issued 2025
dc.description.abstract Brain clocks track the deviations between predicted brain age and chronological age (brain age gaps, BAGs). These BAGs can be used to measure accelerated aging, monitoring deviations from the healthy brain trajectories associated with brain diseases and different cumulative burdens. However, the underlying biophysical mechanisms associated with BAGs in aging and dementia remain unclear. Here we combine source space connectivity (via electroencephalography) with generative brain modeling in healthy controls from the global south and north, alongside patients with Alzheimer's disease and behavioral variant frontotemporal dementia (bvFTD) (N = 1,399). BAGs in aging were influenced by geography (south > north), income (low > high), sex (female > male) and education (low > high), with larger BAGs in patients, especially females, with Alzheimer's disease. Biophysical modeling revealed BAGs related to hyperexcitability and structural disintegration in aging, while hypoexcitability and severe disintegration were linked to dementia. Our work sheds light on the biophysical mechanisms of accelerated aging and dementia in diverse populations. en_US
dc.description.sponsorship This work was supported by Latin American Brain Health Institute (BrainLat) # BL-SRGP2020-02 awarded to MAP and AI. AI is supported by grants from ReDLat [National Institutes of Health and the Fogarty International Center (FIC), National Institutes of Agin en_US
dc.description.sponsorship This work was supported by Latin American Brain Health Institute (BrainLat) award BL-SRGP2020-02 to M.A.P. and A.I. A.I. is supported by grants from ReDLat (National Institutes of Health and the Fogarty International Center (FIC), the National Institutes of Aging (R01 AG057234, R01 AG075775, AG021051, R01 AG083799, CARDS-NIH 75N95022C00031), Alzheimer's Association (SG-20-725707), Rainwater Charitable Foundation, The Bluefield project to cure FTD and the Global Brain Health Institute), ANID/FONDECYT Regular (1210195, 1210176 and 1220995) and ANID/FONDAP/15150012. A.M.G. is partially supported by the National Institute On Aging of the National Institutes of Health (R01 AG075775, R01 AG083799, 2P01AG019724), ANID (FONDECYT Regular 1210176, 1210195) and DICYT-USACH (032351G_DAS). The contents of this publication are solely the author's responsibility and do not represent the official views of these institutions. en_US
dc.description.sponsorship Rainwater Charitable Foundation, RCF; Fondo de Innovación para la Competitividad, FIC; Agencia Nacional de Investigación y Desarrollo, ANID; National Institutes of Health, NIH; Fogarty International Center, FIC; Global Brain Health Institute, GBHI; Latin American Brain Health Institute, (BL-SRGP2020-02); Departamento de Investigaciones Científicas y Tecnológicas, Universidad de Santiago de Chile, DICYT, (032351G_DAS); Fondo Nacional de Desarrollo Científico y Tecnológico, FONDECYT, (1220995, ANID/FONDAP/15150012, 1210176, 1210195); National Institute on Aging, NIA, (R01 AG075775, AG021051, R01 AG083799, R01 AG057234, CARDS-NIH 75N95022C00031); Alzheimer's Association, AA, (SG-20-725707); National Institute, (2P01AG019724)
dc.identifier.doi 10.1038/s44220-025-00502-7
dc.identifier.issn 2731-6076
dc.identifier.scopus 2-s2.0-105016555788
dc.identifier.uri https://doi.org/10.1038/s44220-025-00502-7
dc.identifier.uri https://hdl.handle.net/20.500.14365/6528
dc.language.iso en en_US
dc.publisher SpringerNature en_US
dc.relation.ispartof Nature Mental Health en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.title Diversity-Sensitive Brain Clocks Linked to Biophysical Mechanisms in Aging and Dementia en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.id Orio, Patricio/0000-0003-0332-8098
gdc.author.id Rubido, Nicolás/0000-0002-0616-2479
gdc.author.id Fernández, Alberto/0000-0001-9998-8343
gdc.author.id Ibanez, Agustin/0000-0001-6758-5101
gdc.author.id Hernandez Larzabal, Hernan/0000-0002-0597-6059
gdc.author.id Santamaria Garcia, Hernando/0000-0001-9422-3579
gdc.author.id Escudero, Javier/0000-0002-2105-8725
gdc.author.scopusid 57197824087
gdc.author.scopusid 57194781593
gdc.author.scopusid 58485418900
gdc.author.scopusid 57195632589
gdc.author.scopusid 37115168100
gdc.author.scopusid 57211181050
gdc.author.scopusid 20334798100
gdc.author.scopusid 55172691400
gdc.author.wosid Yıldırım, Ebru/Aab-3485-2020
gdc.author.wosid Aktürk, Tuba/R-2374-2019
gdc.author.wosid Cruzat, Josephine/Aax-4082-2020
gdc.author.wosid Prado, Pavel/O-2711-2019
gdc.author.wosid Herrera, Eduar/Ixd-5515-2023
gdc.author.wosid Hernandez, Hernan/Jdv-5631-2023
gdc.author.wosid Yerlikaya, Deniz/Kii-9979-2024
gdc.author.wosid Escudero, Javier/B-4185-2008
gdc.author.wosid Medel, Vicente/AAQ-5107-2021
gdc.author.wosid Soto, Marcio/HOF-9913-2023
gdc.author.wosid Fernández, Alberto/H-1927-2015
gdc.bip.impulseclass C5
gdc.bip.influenceclass C5
gdc.bip.popularityclass C4
gdc.coar.access metadata only access
gdc.coar.type text::journal::journal article
gdc.collaboration.industrial false
gdc.description.department İzmir Ekonomi Üniversitesi en_US
gdc.description.departmenttemp [Coronel-Oliveros, Carlos; Moguilner, Sebastian; Hernandez, Hernan; Cruzat, Josephine; Medel, Vicente; Cuadros, Jhosmary; Legaz, Agustina; Fittipaldi, Sol; Gonzalez-Gomez, Raul; Herzog, Ruben; Prado, Pavel; Tagliazucchi, Enzo; Ibanez, Agustin] Univ Adolfo Ibanez, Latin Amer Brain Hlth Inst, Santiago, Chile; [Coronel-Oliveros, Carlos; Baez, Sandra; Fittipaldi, Sol; Whelan, Robert; Lawlor, Brian; Ibanez, Agustin] Trinity Coll Dublin, Global Brain Hlth Inst GBHI, Dublin, Ireland; [Coronel-Oliveros, Carlos; Baez, Sandra; Fittipaldi, Sol; Whelan, Robert; Lawlor, Brian; Ibanez, Agustin] Univ Dublin, Trinity Coll Dublin, Dublin, Ireland; [Moguilner, Sebastian] Harvard Med Sch, Boston, MA USA; [Baez, Sandra] Univ los Andes, Bogota, Colombia; [Cuadros, Jhosmary] Univ Tecn Federico Santa Maria, Adv Ctr Elect & Elect Engn, Valparaiso, Chile; [Cuadros, Jhosmary] Univ Nacl Expt Tachira, Grp Bioingn, Decanato Invest, San Cristobal, Venezuela; [Santamaria-Garcia, Hernando] Pontificia Univ Javeriana, PhD Program Neurosci Bogota, San Ignacio, Colombia; [Santamaria-Garcia, Hernando] Hosp Univ San Ignacio Bogota, Ctr Memory & Cognit Intellectus, San Ignacio, Colombia; [Valdes-Sosa, Pedro A.] Univ Elect Sci & Technol China, Clin Hosp Chengdu Brain Sci, Chengdu, Peoples R China; [Valdes-Sosa, Pedro A.] Cuban Neurosci Ctr, Havana, Cuba; [Lopera, Francisco; Ochoa-Gomez, John Fredy] Univ Antioquia, Grp Neurociencias Antioquia, Medellin, Colombia; [Gonzalez-Hernandez, Alfredis] Univ Surcolombiana, Master programme Clin Neuropsychol, Neiva, Colombia; [Bonilla-Santos, Jasmin] Univ Cooperat Colombia, Dept Psychol, Medellin, Colombia; [Gonzalez-Montealegre, Rodrigo A.] Univ Surcolombiana, Neurocognit & Psychophysiol Lab, Neiva, Colombia; [Akturk, Tuba; Yildirim, Ebru; Guntekin, Bahar] Istanbul Medipol Univ, Hlth Sci & Technol Res Inst SABITA, Istanbul, Turkiye; [Anghinah, Renato] Univ Sao Paulo, Reference Ctr Behav Disturbances & Dementia, Sch Med, Sao Paulo, Brazil; [Anghinah, Renato] Univ Sao Paulo, Traumat Brain Injury Cognit Rehabil Out Patient Ct, Sao Paulo, Brazil; [Legaz, Agustina] Univ San Andres, Cognit Neurosience Ctr, Buenos Aires, Argentina; [Fittipaldi, Sol; Whelan, Robert] Trinity Coll Dublin, Sch Psychol, Dublin, Ireland; [Yener, Gorsev G.] Izmir Univ Econ, Fac Med, Izmir, Turkiye; [Yener, Gorsev G.] Dokuz Eylul Univ, Brain Dynam & Multidisciplinary Res Ctr, Izmir, Turkiye; [Yener, Gorsev G.] Izmir Biomed & Genome Ctr, Izmir, Turkiye; [Escudero, Javier] Univ Edinburgh, Inst Imaging Data & Commun, Sch Engn, Edinburgh, Scotland; [Babiloni, Claudio; Lopez, Susanna] Sapienza Univ Rome, Dept Physiol & Pharmacol V Erspamer, Rome, Italy; [Babiloni, Claudio] Hosp San Raffaele Cassino, Cassino, Italy; [Fernandez, Alberto] Univ Complutense Madrid, Dept Legal Med Psychiat & Pathol, Madrid, Spain; [Huepe, David] Univ Adolfo Ibanez, Ctr Social & Cognit Neurosci CSCN, Sch Psychol, Santiago, Chile; [Di Caterina, Gaetano] Univ Strathclyde, Dept Elect & Elect Engn, Glasgow, Scotland; [Soto-Anari, Marcio] Univ Catolica San Pablo, Arequipa, Peru; [Herrera, Eduar] Univ ICESI, Dept Estudios Psicol, Cali, Colombia; [Abasolo, Daniel] Univ Surrey, Fac Engn & Phys Sci, Ctr Biomed Engn, Sch Mech Engn Sci, Guildford, England; [Kilborn, Kerry] Univ Glasgow, Sch Psychol, Glasgow, Scotland; [Rubido, Nicolas] Univ Aberdeen, Inst Complex Syst & Math Biol, Aberdeen, Scotland; [Clark, Ruaridh] Univ Strathclyde, Ctr Signal & Image Proc, Dept Elect & Elect Engn, Strathclyde, Scotland; [Herzog, Ruben] Sorbonne Univ, Paris Brain Inst, Inst Cerveau, ICM, Paris, France; [Yerlikaya, Deniz] Dokuz Eylul Univ, Hlth Sci Inst, Dept Neurosci, Izmir, Turkiye; [Guntekin, Bahar] Istanbul Medipol Univ, Sch Med, Dept Biophys, Istanbul, Turkiye; [Deco, Gustavo] Univ Pompeu Fabra, Ctr Brain & Cognit, Computat Neurosci Grp, Barcelona, Spain; [Deco, Gustavo] Max Planck Inst Human Cognit & Brain Sci, Dept Neuropsychol, Leipzig, Germany; [Deco, Gustavo] Inst Catalana Recerca & Estudis Avancats ICREA, Barcelona, Spain; [Deco, Gustavo] Monash Univ, Turner Inst Brain & Mental Hlth, Clayton, Vic, Australia; [Prado, Pavel] Univ San Sebastian, Escuela Fonoaudiol, Fac Odontol & Ciencias Rehabil, Santiago, Chile; [Parra, Mario A.] Univ Strathclyde, Dept Psychol Sci & Hlth, Glasgow, Scotland; [Orio, Patricio] Univ Valparaiso, Ctr Interdisciplinario Neurociencia Valparaiso CIN, Valparaiso, Chile; [Orio, Patricio] Univ Valparaiso, Fac Ciencias, Inst Neurociencia, Valparaiso, Chile; [Ibanez, Agustin] Univ San Andres, Cognit Neurosci Ctr, Buenos Aires, Argentina; [Ibanez, Agustin] Consejo Nacl Invest Cient & Tecn, Buenos Aires, Argentina en_US
gdc.description.endpage 1229
gdc.description.issue 10
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q3
gdc.description.startpage 1214
gdc.description.volume 3
gdc.description.woscitationindex Emerging Sources Citation Index
gdc.description.wosquality Q1
gdc.identifier.openalex W4414335729
gdc.identifier.wos WOS:001575239300001
gdc.index.type WoS
gdc.index.type Scopus
gdc.oaire.diamondjournal false
gdc.oaire.impulse 2.0
gdc.oaire.influence 2.508872E-9
gdc.oaire.isgreen false
gdc.oaire.keywords brain clocks; biophysical modeling; dementia; electroencephalography; E/I balance; structural disintegration; Global south.
gdc.oaire.popularity 4.2240162E-9
gdc.oaire.publicfunded true
gdc.openalex.collaboration International
gdc.openalex.fwci 3.0768
gdc.openalex.normalizedpercentile 0.92
gdc.openalex.toppercent TOP 10%
gdc.opencitations.count 0
gdc.plumx.crossrefcites 1
gdc.plumx.mendeley 8
gdc.plumx.newscount 17
gdc.plumx.scopuscites 1
gdc.scopus.citedcount 1
gdc.wos.citedcount 1
relation.isOrgUnitOfPublication e9e77e3e-bc94-40a7-9b24-b807b2cd0319
relation.isOrgUnitOfPublication.latestForDiscovery e9e77e3e-bc94-40a7-9b24-b807b2cd0319

Files