Evidence map›Paper›PMID 40588649›Full record

ArticleNature aging2025

Nonuniversality of inflammaging across human populations.

Maximilien Franck, Kamaryn T Tanner, Robert L Tennyson, Camille Daunizeau, Luigi Ferrucci, Stefania Bandinelli, Benjamin C Trumble, Hillard S Kaplan, Jacob E Aronoff, Jonathan Stieglitz and 19 more

Abstract read
PubMed Publisher
In one paragraph

Article in Nature aging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
42citing 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

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

  1. Circulating Myokine Responses to Acute Endurance Exercise and Their Role in Immunoregulation: A Systematic Review and Meta-Analysis.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
    Pooled it
  2. Review
  3. Article
  4. Article
  5. Evolutionary genetics of ageing.Nature reviews. Genetics · 2026
    Review
  6. The immunology behind inflammaging-causes, sources, and mechanisms.The Journal of allergy and clinical immunology · 2026
    Review
  7. NADAging cell · 2026
    Article
  8. Article
  9. The long-lived immune system of centenarians.Nature reviews. Immunology · 2026
    Review
  10. Article
  11. Review
  12. Article
  13. Article
  14. Review
  15. Article
  16. Review
  17. Article
  18. Article
  19. Article
  20. 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

29 authors.

Maximilien FranckResearch Center on Aging, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, Quebec, Canada. maximilien.franck5@gmail.com.ORCID http://orcid.org/0009-0007-0431-2772
Kamaryn T TannerRobert N. Butler Columbia Aging Center, Mailman School of Public Health, Columbia University, New York, NY, USA.ORCID http://orcid.org/0000-0001-6613-7833
Robert L TennysonDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA.
Camille DaunizeauPopulation Health and Optimal Health Practices Branch, CHU de Québec Research Center, Quebec, Quebec, Canada.
Luigi FerrucciLongitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.ORCID http://orcid.org/0000-0002-6273-1613
Stefania BandinelliGeriatric Unit, Azienda Sanitaria Firenze, Florence, Italy.
Benjamin C TrumbleCenter for Evolution and Medicine, School of Human Evolution and Social Change, Institute of Human Origins, Arizona State University, Tempe, AZ, USA.
Hillard S KaplanEconomic Science Institute, Argyros College of Business and Economics, Chapman University, Orange, CA, USA.
Jacob E AronoffCenter for Evolution and Medicine, School of Human Evolution and Social Change, Institute of Human Origins, Arizona State University, Tempe, AZ, USA.
Jonathan StieglitzDepartment of Social and Behavioral Sciences, Toulouse School of Economics, Institute for Advanced Study in Toulouse, Université Toulouse Capitole, Toulouse, France.ORCID http://orcid.org/0000-0001-5985-9643
Thomas S KraftDepartment of Anthropology, University of Utah, Salt Lake City, UT, USA.
Amanda J LeaDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA.
Vivek V VenkataramanDepartment of Anthropology and Archaeology, University of Calgary, Calgary, Alberta, Canada.
Ian J WallaceDepartment of Anthropology, University of New Mexico, Albuquerque, NM, USA.
Yvonne A L LimDepartment of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.
Kee Seong NgDepartment of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.
Joe Poh Sheng YeongInstitute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Republic of Singapore.
Roger HoDivision of Functional Near Infrared Spectroscopy, Institute for Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore, Republic of Singapore.
Xinru LimInstitute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Republic of Singapore.
Ameneh MehrjerdDepartment of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany.
Eleftheria G CharalambousDepartment of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany.ORCID http://orcid.org/0000-0002-5755-0375
Allison E AielloRobert N. Butler Columbia Aging Center, Mailman School of Public Health, Columbia University, New York, NY, USA.
Graham PawelecInstitute of Immunology, University of Tübingen, Tübingen, Germany.ORCID http://orcid.org/0000-0002-3600-0163
Claudio FranceschiInstitute of Biogerontology, Lobachevsky State University, Nizhny Novgorod, Russia.ORCID http://orcid.org/0000-0001-9841-6386
Johannes HertelDepartment of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany.ORCID http://orcid.org/0000-0002-7641-0132
Tamàs FülöpResearch Center on Aging, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, Quebec, Canada.
Maël LemoineUniv. Bordeaux, CNRS, Immuno ConcEpT, UMR 5164, Bordeaux, France.
Michael GurvenDepartment of Anthropology, University of California Santa Barbara, Santa Barbara, CA, USA.
Alan A CohenResearch Center on Aging, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, Quebec, Canada. aac2277@cumc.columbia.edu.ORCID http://orcid.org/0000-0003-4113-3988

Funding

Agence Nationale de la Recherche (French National Research Agency) ANR-17-EURE-0010Deutsche Forschungsgemeinschaft (German Research Foundation) HE9198/1-1
6 · The paper itself

Abstract

Inflammaging, an age-associated increase in chronic inflammation, is considered a hallmark of aging. However, there is no consensus approach to measuring inflammaging based on circulating cytokines. Here we assessed whether an inflammaging axis detected in the Italian InCHIANTI dataset comprising 19 cytokines could be generalized to a different industrialized population (Singapore Longitudinal Aging Study) or to two indigenous, nonindustrialized populations: the Tsimane from the Bolivian Amazon and the Orang Asli from Peninsular Malaysia. We assessed cytokine axis structure similarity and whether the inflammaging axis replicating the InCHIANTI result increased with age or was associated with health outcomes. The Singapore Longitudinal Aging Study was similar to InCHIANTI except for IL-6 and IL-1RA. The Tsimane and Orang Asli showed markedly different axis structures with little to no association with age and no association with age-related diseases. Inflammaging, as measured in this manner in these cohorts, thus appears to be largely a byproduct of industrialized lifestyles, with major variation across environments and populations.

Indexed as

AgingCytokinesInflammationAdultAgedAged, 80 and overBoliviaFemaleHumansItalyLongitudinal StudiesMalaysiaMaleMiddle AgedSingaporeCytokines

Identifiers

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.