Evidence map›Paper›PMID 42096840›Full record

ArticleThe journals of gerontology. Series A, Biological sciences and medical sciences2026

Evidence for an energy conservation model of inflammaging and immunosenescence in the US Health and Retirement Study and UK Biobank.

Jacob E Aronoff, Maximilien Franck, Alan A Cohen, Benjamin C Trumble

Abstract read
In one paragraph

Article in The journals of gerontology. Series A, Biological sciences and medical sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Jacob E AronoffCenter for Evolution and Medicine, School of Human Evolution and Social Change, Institute of Human Origins, Arizona State University, Tempe, Arizona, United States.ORCID 0000-0002-1422-801X
Maximilien FranckResearch Center on Aging, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, Quebec, Canada.ORCID 0009-0007-0431-2772
Alan A CohenDepartment of Environmental Health Sciences, Butler Columbia Aging Center, Mailman School of Public Health, Columbia University, New York, New York, United States.ORCID 0000-0003-4113-3988
Benjamin C TrumbleCenter for Evolution and Medicine, School of Human Evolution and Social Change, Institute of Human Origins, Arizona State University, Tempe, Arizona, United States.ORCID 0000-0003-3201-0628

Funding

Testing Hypothesized Pathways Linking Infection, Physical Activity, Apoe Genotype, And Biological Sex To Low Dementia Prevalence And Reduced Brain Atrophy In Two Native American PopulationsR01AG054442 · NIA · CHAPMAN UNIVERSITY · PI CALEB E FINCH, Margaret Gatz · 2022 to 2026
$15.2M
National Institues of HealthNIA NIH HHS R01AG054442
6 · The paper itself

Abstract

The development of chronic inflammation in later life (inflammaging), alongside changes in immune cell profiles and impaired pathogen defense (immunosenescence), contribute to health risk. However, these processes have been hypothesized as adaptive remodeling of the immune system in response to accumulating somatic damage. Here we consider a recently developed theoretical framework to understand their relationship: the Brain-Body Energy Conservation model of aging. This model views immunosenescence as part of an energy conserving response to the rising energy expenditure of inflammaging. This response promotes short-term survival against somatic damage at the expense of future health risk. For example, naïve T cells, which enhance defense against future infections, decline with age, while proteins that suppress the immune response to infection, including interleukin (IL)-10, increase. GDF-15, which similarly suppresses the immune response to infection and is produced in response to chronic inflammation and metabolic stress, also increases with age. We find evidence consistent with this model in the US Health and Retirement Study (HRS, n = 8 184) and UK Biobank (UKB, n = 40 510). Across both cohorts, the key inflammaging marker tumor necrosis factor receptor (TNFR1) partially mediated the age-related increases in IL-10 and GDF-15. In the HRS flow cytometry data, TNFR1 also mediated age-related decreases in naïve T cells. Finally, we assessed vulnerability to a novel future infection using the UKB medical records data on hospitalization or death from COVID-19 (n = 586 hospitalized or died). TNFR1, IL-10, and GDF-15, measured pre-pandemic, all partially mediated the age-related increased risk.

Indexed as

AgingCOVID-19Energy MetabolismImmunosenescenceInflammationAgedFemaleGrowth Differentiation Factor 15HumansInterleukin-10MaleSARS-CoV-2UK BiobankUnited KingdomUnited StatesGDF15 protein, humanGrowth Differentiation Factor 15Interleukin-10Biology of AgingCOVID-19GDF-15InflammationT-cells

Identifiers

PMID42096840
PMCPMC13275305

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Registered trials

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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 OpenQuestion graph.