Evidence map›Paper›PMID 41134976›Full record

ArticleAmerican journal of respiratory cell and molecular biology2026

Sexually distinct multi-omic responses to progressive endurance exercise training in the rat lung.

Gina M Many, Tyler J Sagendorf, Hugh Mitchell, James A Sanford, Samuel E Cohen, Ravi S Misra, Igor Estevao, Ivo Díaz Ludovico, David A Gaul, Malene E Lindholm and 12 more

Abstract read
In one paragraph

Article in American journal of respiratory cell and molecular biology, 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

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

22 authors.

Gina M ManyBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, United States.ORCID 0000-0003-4779-1690
Tyler J SagendorfBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, United States.ORCID 0000-0003-1552-4870
Hugh MitchellBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, United States.ORCID 0000-0003-0143-8461
James A SanfordBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, United States.ORCID 0000-0001-7901-5579
Samuel E CohenDivision of Pulmonary and Critical Care Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, United States.
Ravi S MisraDepartment of Pediatrics-Neonatology, University of Rochester-Golisano Children's Hospital, Rochester, NY, United States.
Igor EstevaoBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, United States.
Ivo Díaz LudovicoBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, United States.
David A GaulSchool of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA, United States.
Malene E LindholmDivision of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, United States.ORCID 0000-0002-5763-7833
Mereena George UshakumaryBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, United States.
James C PinoBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, United States.
Nicolas MusiEndocrinology Division, Cedars-Sinai Medical Center, Los Angeles, CA, United States.
Jia NieEndocrinology Division, Cedars-Sinai Medical Center, Los Angeles, CA, United States.
Facundo M FernándezSchool of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA, United States.
Eric A OrtlundDepartment of Biochemistry, Emory University School of Medicine, Atlanta, GA, United States.ORCID 0000-0001-8855-3029
Karyn A EsserDepartment of Physiology and Aging, University of Florida, Gainesville, FL, United States.ORCID 0000-0002-5791-1441
Sue C BodineAging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States.ORCID 0000-0002-5742-9145
Simon SchenkDepartment of Orthopaedic Surgery, School of Medicine, University of California San Diego, La Jolla, CA, United States.
Geremy ClairBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, United States.
Joshua N AdkinsBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, United States.ORCID 0000-0003-0399-0700
MoTrPAC Study Group

Funding

INSTITUTIONAL TRAINING GRANT IN GENOME SCIENCET32HG000044 · NHGRI · STANFORD UNIVERSITY · PI MICHAEL P. SNYDER · 1995 to 2026
$32.2M
MoTrPAC Supplemental Funding for MillerU24AR071113 · NIAMS · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Jon Peter Durda, Karyn A Esser · 2017 to 2026
$28.8M
PAGES: Physical Activity Genomics, Epigenomics/transcriptomics SiteU24DK112331 · NIDDK · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI STUART C. SEALFON, Martin John Walsh · 2017 to 2026
$18.5M
Stanford/Salk MoTrPAC Site for Genomes, Epigenomes and TranscriptomesU24DK112348 · NIDDK · STANFORD UNIVERSITY · PI Stephen Montgomery, MICHAEL P. SNYDER · 2017 to 2026
$18.4M
Molecular Transducers of Physical Activity Consortium Adult Clinical CenterU01AR071130 · NIAMS · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI MUSI, NICOLAS, RASMUSSEN, BLAKE B · 2017 to 2024
$17.7M
ProMoTr: A Proteomics Center for MoTrPACU24DK112349 · NIDDK · BATTELLE PACIFIC NORTHWEST LABORATORIES · PI Joshua N. Adkins · 2017 to 2026
$17.5M
The Exercise and Physical Activity Collaborative Team (ExPACT): a Proposed MoTrPAC Clinical CenterU01AR071133 · NIAMS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI BUFORD, THOMAS W, GOODPASTER, BRET H · 2017 to 2024
$16.7M
A Biochemical Roadmap of Exercise Signaling - Pilot Project for MoTrPAC ConsortiumU24DK112340 · NIDDK · BROAD INSTITUTE, INC. · PI STEVEN A CARR, Clary B Clish · 2017 to 2026
$16.2M
MoTrPAC DXA Quality ControlU01AR071128 · NIAMS · DUKE UNIVERSITY · PI HOUMARD, JOSEPH A, KRAUS, WILLIAM E · 2017 to 2025
$15.2M
Molecular Transducers of Physical Activity Consortium - Colorado Clinical CenterU01AR071124 · NIAMS · UNIVERSITY OF COLORADO DENVER · PI KOHRT, WENDY M · 2017 to 2024
$14.5M
San Antonio OAIC - Research Education Component (REC)P30AG044271 · NIA · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI Elena Volpi · 2015 to 2026
$14.1M
Stanford MoTrPAC Bioinformatics CenterU24OD026629 · OD · STANFORD UNIVERSITY · PI ASHLEY, EUAN A, WHEELER, MATTHEW THOMAS · 2018 to 2023
$13.9M
Bioinformatics Center U24DK112326Bioinformatics Center U24DK112340Bioinformatics Center U24DK112341Bioinformatics Center U24DK112342Bioinformatics Center U24DK112348Bioinformatics Center U24DK112349Chemical Analysis Sites U01AR071124Chemical Analysis Sites U01AR071133Chemical Analysis Sites U01AR071150Chemical Analysis Sites U01AR071160Chemical Analysis Sites U24AR071113Chemical Analysis Sites U24DK112331Consortium Coordinating Center U01AG055133Consortium Coordinating Center U01AG055135Consortium Coordinating Center U01AG055137Consortium Coordinating Center U01AG070928NHGRI NIH HHS T32 HG000044NHLBI NIH HHS F32 HL154711NHLBI NIH HHS U01 HL148860NIAMS NIH HHS U01 AR071124NIAMS NIH HHS U01 AR071128NIAMS NIH HHS U01 AR071130NIAMS NIH HHS U01 AR071133NIAMS NIH HHS U01 AR071150NIAMS NIH HHS U01 AR071158NIAMS NIH HHS U01 AR071160NIAMS NIH HHS U24 AR071113NIA NIH HHS P30 AG044271NIA NIH HHS U01 AG055133NIA NIH HHS U01 AG055135NIA NIH HHS U01 AG055137NIDDK NIH HHS F32 DK126432NIDDK NIH HHS U24 DK112326NIDDK NIH HHS U24 DK112331NIDDK NIH HHS U24 DK112340NIDDK NIH HHS U24 DK112341NIDDK NIH HHS U24 DK112342NIDDK NIH HHS U24 DK112348NIDDK NIH HHS U24 DK112349NIH HHS U24 OD026629NIH HHS U24OD026629Pre-Clinical Animal SitesWu Tsai Human Performance Alliance
6 · The paper itself

Abstract

Endurance exercise is broadly beneficial to cardiopulmonary function, with these benefits thought to be driven by extrapulmonary factors rather than direct structural changes in the lungs. Thus, to address how endurance exercise training and sex impact molecular responses in the lungs, we used a multi-omics approach to study 6-month-old Fischer 344 rats that undertook a progressive endurance treadmill training protocol for 1 to 8 weeks. Specifically, we reannotated publicly accessible transcriptomics, metabolomics, proteomics and phosphoproteomics data from the Molecular Transducers of Physical Activity Consortium and integrated newly analyzed acetylproteomics data to assess multi-omic sex differences in sedentary and treadmill trained rats. Female rats displayed enrichment in immune-related features and pathways at the transcriptome and proteome level that were largely maintained with training. However, both sexes exhibited decreases in immune pathway activity following 8 weeks of training, although the effect was more pronounced in males. Shared responses to training included increased enrichment in transcriptomic pathways related to type I alveoli, proteomic pathways related to cilia, and decreased acetylation of pathways linked to mitochondrial function. Furthermore, features known to be enriched in lung diseases were attenuated with training in both sexes. Together, our findings provide novel insight into responses to endurance exercise training in the healthy rat lung and may offer translational insight into sex-specific differences in lung disease pathogenesis and treatment.

Indexed as

Endurance TrainingLungPhysical Conditioning, AnimalPhysical EnduranceSex CharacteristicsAnimalsFemaleMaleMetabolomicsMultiomicsProteomeProteomicsRatsRats, Inbred F344Sex FactorsTranscriptomeProteomeendurance exerciselung physiologyMolecular Transducers of Physical Activity Consortiummulti-omicspost-translational modificationssex differences

Identifiers

PMID41134976
PMCPMC13382879

What Socratic holds

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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.