Evidence map›Paper›PMID 39805013›Full record

Trial reportProceedings of the National Academy of Sciences of the United States of America2025

Exercise intensity and training alter the innate immune cell type and chromosomal origins of circulating cell-free DNA in humans.

Kameron B Rodrigues, Ziming Weng, Zachary A Graham, Kaleen Lavin, Jeremy McAdam, S Craig Tuggle, Brandon Peoples, Regina Seay, Sufen Yang, Marcas M Bamman and 2 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Review
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  5. Review
  6. Review
  7. Article
  8. Microbiome: A Key Regulator of Body-Brain Interactions.Advances in experimental medicine and biology · 2025
    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

12 authors.

Kameron B RodriguesDepartment of Pathology, Stanford University School of Medicine, Stanford, CA 94305.ORCID 0000-0002-0270-3688
Ziming WengDepartment of Pathology, Stanford University School of Medicine, Stanford, CA 94305.
Zachary A GrahamHealthspan, Resilience and Performance Research, Florida Institute for Human and Machine Cognition, Pensacola, FL 32502.ORCID 0000-0002-6506-7025
Kaleen LavinHealthspan, Resilience and Performance Research, Florida Institute for Human and Machine Cognition, Pensacola, FL 32502.
Jeremy McAdamHealthspan, Resilience and Performance Research, Florida Institute for Human and Machine Cognition, Pensacola, FL 32502.
S Craig TuggleHealthspan, Resilience and Performance Research, Florida Institute for Human and Machine Cognition, Pensacola, FL 32502.
Brandon PeoplesDepartment of Cell, Developmental and Integrative Biology, University of Alabama at Birmingham, Birmingham, AL 35294.
Regina SeayDepartment of Cell, Developmental and Integrative Biology, University of Alabama at Birmingham, Birmingham, AL 35294.
Sufen YangDepartment of Cell, Developmental and Integrative Biology, University of Alabama at Birmingham, Birmingham, AL 35294.ORCID 0009-0006-9469-7583
Marcas M BammanHealthspan, Resilience and Performance Research, Florida Institute for Human and Machine Cognition, Pensacola, FL 32502.
Timothy J BroderickHealthspan, Resilience and Performance Research, Florida Institute for Human and Machine Cognition, Pensacola, FL 32502.ORCID 0009-0000-3227-635X
Stephen B MontgomeryDepartment of Pathology, Stanford University School of Medicine, Stanford, CA 94305.ORCID 0000-0002-5200-3903

Funding

DOD | ARPA | Defense Sciences Office, DARPA (DSO) N6600119C4022DOD | USN | Office of Naval Research (ONR) N000141613159
6 · The paper itself

Abstract

Exercising regularly promotes health, but these benefits are complicated by acute inflammation induced by exercise. A potential source of inflammation is cell-free DNA (cfDNA), yet the cellular origins, molecular causes, and immune system interactions of exercise-induced cfDNA are unclear. To study these, 10 healthy individuals were randomized to a 12-wk exercise program of either high-intensity tactical training (HITT) or traditional moderate-intensity training (TRAD). Blood plasma was collected pre- and postexercise at weeks 0 and 12 and after 4 wk of detraining upon program completion. Whole-genome enzymatic methylation sequencing (EM-seq) with cell-type proportion deconvolution was applied to cfDNA obtained from the 50 plasma samples and paired to concentration measurements for 90 circulating cytokines. Acute exercise increased the release of cfDNA from neutrophils, dendritic cells (DCs), and macrophages proportional to exercise intensity. Exercise training reduced cfDNA released in HITT participants but not TRAD and from DCs and macrophages but not neutrophils. For most participants, training lowered mitochondrial cfDNA at rest, even after detraining. Using a sequencing analysis approach we developed, we concluded that rapid ETosis, a process of cell death where cells release DNA extracellular traps, was the likely source of cfDNA, demonstrated by enrichment of nuclear DNA. Further, several cytokines were induced by acute exercise, such as IL-6, IL-10, and IL-16, and training attenuated the induction of only IL-6 and IL-17F. Cytokine levels were not associated with cfDNA induction, suggesting that these cytokines are not the main cause of exercise-induced cfDNA. Overall, exercise intensity and training modulated cfDNA release and cytokine responses, contributing to the anti-inflammatory effects of regular exercise.

Indexed as

Cell-Free Nucleic AcidsExerciseImmunity, InnateAdultCytokinesDendritic CellsDNA MethylationFemaleHumansMacrophagesMaleNeutrophilsYoung AdultCell-Free Nucleic AcidsCytokinescirculating cell-free DNADNA methylationETosisexercise biologyextracellular traps

Identifiers

PMID39805013
PMCPMC11761974

What OpenQuestion holds

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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.