Evidence map›Paper›PMID 40659767›Full record

ArticleNature medicine2025

The exposome of healthy and accelerated aging across 40 countries.

Hernan Hernandez, Hernando Santamaria-Garcia, Sebastian Moguilner, Francesca R Farina, Agustina Legaz, Pavel Prado, Jhosmary Cuadros, Liset Gonzalez, Raul Gonzalez-Gomez, Joaquín Migeot and 31 more

Abstract read
In one paragraph

Article in Nature medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 1 pooled it
–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

30 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Linking the exposome to the brain-behaviour phenotype.Nature reviews. Neuroscience · 2026
    Review
  6. Reply to "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
  7. Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Review
  13. The landscape of dementia research, diagnosis, treatment, and care in Latin America.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
  14. Review
  15. Scientific knowledge about dementia: From the Global South to the world.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
  16. Article
  17. Social disadvantage outweighs knowledge in dementia risk.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  18. Accounting for inequality in dementia prevention programmes.Bulletin of the World Health Organization · 2026
    Article
  19. The biological burden of conflict across populations worldwide.Clinical and translational medicine · 2026
    Article
  20. Review
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

41 authors.

Hernan Hernandez *Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.ORCID http://orcid.org/0000-0002-0597-6059
Hernando Santamaria-Garcia *PhD Program in Neuroscience, Pontificia Universidad Javeriana, Bogotá, Colombia.
Sebastian MoguilnerLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Francesca R FarinaGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
Agustina LegazLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Pavel PradoEscuela de Fonoaudiología, Facultad de Odontología y Ciencias de la Rehabilitación, Universidad San Sebastián, Santiago de Chile, Chile.
Jhosmary CuadrosLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Liset GonzalezFacultad de Ingeniería, Universidad de Concepción, Concepción, Chile.
Raul Gonzalez-GomezLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.ORCID http://orcid.org/0000-0003-2341-011X
Joaquín MigeotLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Carlos Coronel-OliverosLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Enzo TagliazucchiLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Marcelo Adrián MaitoLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
María E GodoyLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Josephine CruzatLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.ORCID http://orcid.org/0000-0002-3252-8657
Ahmed ShaheenAlexandria Faculty of Medicine, Alexandria, Egypt.
Temitope FarombiDepartment of Medicine, University College Hospital, Ibadan, Nigeria.
Daniel SalazarLondon School of Economics and Political Science, London, UK.
Lucas Uglione Da RosGraduate Program in Biological Sciences: Pharmacology and Therapeutics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.ORCID http://orcid.org/0009-0000-8187-9851
Wyllians V BorelliGraduate Program in Biological Sciences: Pharmacology and Therapeutics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.ORCID http://orcid.org/0000-0001-9282-0601
Eduardo R ZimmerGraduate Program in Biological Sciences: Biochemistry (PPGBioq), UFRGS, Porto Alegre, Brazil.ORCID http://orcid.org/0000-0002-5349-0053
Alfred K NjamnshiBrain Research Africa Initiative (BRAIN), Yaounde, Cameroon.
Swati BajpaiGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
A B DeyAll India Institute of Medical Sciences, New Delhi, India.
Cyprian MostertBrain and Mind Institute, Aga Khan University, Nairobi, Kenya.
Zul MeraliBrain and Mind Institute, Aga Khan University, Nairobi, Kenya.
Mohamed SalamaGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
Sara A MoustafaGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
Sol FittipaldiLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Florencia AltschulerCognitive Neuroscience Center, Universidad de San Andrés, Buenos Aires, Argentina.ORCID http://orcid.org/0000-0001-6362-963X
Vicente MedelLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
David HuepeCenter for Social and Cognitive Neuroscience, School of Psychology, Universidad Adolfo Ibáñez, Santiago, Chile.
Kristine YaffeDepartment of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.
Chinedu MomohBrain and Mind Institute, Aga Khan University, Nairobi, Kenya.
Harris A EyreNeuro-Policy Program, Center for Health and Biosciences, Baker Institute for Public Policy, Rice University, Houston, TX, USA.
Pawel SwiebodaInternational Center for Future Generations (ICFG), Brussels, Belgium.
Brian LawlorGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
J Jaime MirandaSydney School of Public Health, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.
Claudia Duran-AniotzLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de Chile, Chile.
Sandra BaezGlobal Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland. sandra.baez@gbhi.org.ORCID http://orcid.org/0000-0003-0875-1709
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
Look AHEAD Sleep: Sleep-disordered breathing, circadian rest/activity rhythms, and the risk of Alzheimer's disease and related dementias in Look AHEADR01AG074562 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Adam Peter Spira, Chinedu Theresa Udeh-Momoh · 2021 to 2026
$8.8M
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
Population Based Research for Alzheimer's Innovation (POP BRAIN)R35AG071916 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI YAFFE, KRISTINE · 2021 to 2024
$3.8M
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
Evaluation of Transperineal Biopsy under Local Anesthesia, a Novel approach to Decrease Post-Biopsy Infections and Improve Cancer DetectionR01CA241758 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI ALLAF, MOHAMAD, HU, JIM · 2020 to 2024
$3.1M
Circadian Disturbance and Dementia in Latin AmericaR01AG083799 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Kun Hu, Agustin M. Ibanez · 2023 to 2026
$3.0M
Latin America Treatment & Innovation Network in Mental Health (LATIN-MH)U19MH098780 · NIMH · FUNDACAO FACULDADE DE MEDICINA · PI ARAYA, RICARDO, MENEZES, PAULO ROSSI · 2013 to 2017
$2.7M
Launching a salt substitute to reduce blood pressure at the population level-PeruU01HL114180 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI GILMAN, ROBERT H · 2012 to 2016
$2.0M
REACH-Es: Adapting a digital health tool to improve diabetes medication adherence among Latino adultsK23DK135798 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Jacqueline Anne Seiglie · 2023 to 2026
$784k
FIC NIH HHS D43 TW012455FIC NIH HHS D71 TW010877FIC NIH HHS K01 TW011478FIC NIH HHS R21 TW009982FIC NIH HHS R21 TW011740NCI NIH HHS P20 CA217231NCI NIH HHS R01 CA241758NHLBI NIH HHS HHSN268200900033CNHLBI NIH HHS U01 HL114180NHLBI NIH HHS UM1 HL134590NIA NIH HHS P01 AG019724NIA NIH HHS R01 AG057234NIA NIH HHS R01 AG074562NIA NIH HHS R01 AG075775NIA NIH HHS R01 AG082056NIA NIH HHS R01 AG083799NIA NIH HHS R35 AG071916NIDDK NIH HHS K23 DK135798NIMH NIH HHS U19 MH098780Wellcome Trust
6 · The paper itself

Abstract

Protective and risk factors can drive healthy or accelerated aging, with distinct environments modulating their effects. The impact of the exposome-the combined physical and social exposures experienced throughout life-on accelerated aging remains unknown. We assessed delayed and accelerated aging in 161,981 participants from 40 countries (45.09% female; mean age, 67.06; s.d., 9.85) by measuring biobehavioral age gaps (BBAGs), defined as the difference between estimated age from protective and risk factors and chronological age, in cross-sectional and longitudinal designs. BBAGs predicted chronological age, followed by regional and exposomal factor analyses, linked to accelerated aging. Europe led in healthy aging, while Egypt and South Africa showed the greatest acceleration; Asia and Latin America fell in between (Cliff's delta (δd) = 0.15-0.52; all P < 0.0001). Accelerated aging was more evident in eastern and southern Europe; globally, it was also associated with lower income (δd = 0.48-0.56, P < 1 × 10

Indexed as

AgingExposomeHealthy AgingAdultAgedAged, 80 and overCross-Sectional StudiesEuropeFemaleHumansLongitudinal StudiesMaleMiddle AgedRisk FactorsSocioeconomic Factors

Identifiers

PMID40659767
PMCPMC12771109

What Socratic holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.