Evidence map›Paper›PMID 32927962›Full record

ArticleCirculation2020

Metabolic Architecture of Acute Exercise Response in Middle-Aged Adults in the Community.

Matthew Nayor, Ravi V Shah, Patricia E Miller, Jasmine B Blodgett, Melissa Tanguay, Alexander R Pico, Venkatesh L Murthy, Rajeev Malhotra, Nicholas E Houstis, Amy Deik and 11 more

Open access · greenAbstract read
In one paragraph

Article in Circulation, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
69citing papers in PubMed, 3 pooled it
5.8field-weighted citation impact, top 3% of its field
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

69 citing papers in PubMed, 3 syntheses or guidelines pooled it, 106 citations in OpenAlex.

  1. Pooled it
  2. New Mediators in the Crosstalk between Different Adipose Tissues.International journal of molecular sciences · 2024
    Pooled it
  3. Pooled it
  4. Review
  5. Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Exercise benefits in metabolism on cardiovascular disease.Frontiers in cardiovascular medicine · 2026
    Review
  11. Review
  12. Article
  13. Review
  14. Article
  15. Review
  16. Review
  17. Omics Sciences in Regular Physical Activity.International journal of molecular sciences · 2025
    Review
  18. Article
  19. Article
  20. Hepatic Steatosis and Fibrosis, Cardiorespiratory Fitness, and Metabolic Mediators in the Community.Liver international : official journal of the International Association for the Study of the Liver · 2025
    Article

9 more citing papers are in PubMed but not listed here.

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

21 authors at 6 institutions in 1 country.

Matthew Nayor *Cardiology Division and the Simches Cardiovascular Research Center, Department of Medicine, Harvard Medical School (M.N., R.V.S., J.B.B., M.T., R.M., N.E.H., J.E.H., A.L.B., G.D.L.), Massachusetts General Hospital, Boston.
Ravi V Shah *Cardiology Division and the Simches Cardiovascular Research Center, Department of Medicine, Harvard Medical School (M.N., R.V.S., J.B.B., M.T., R.M., N.E.H., J.E.H., A.L.B., G.D.L.), Massachusetts General Hospital, Boston.
Patricia E MillerDepartment of Biostatistics, Boston University School of Public Health, MA (P.E.M., M.G.L.).
Jasmine B BlodgettCardiology Division and the Simches Cardiovascular Research Center, Department of Medicine, Harvard Medical School (M.N., R.V.S., J.B.B., M.T., R.M., N.E.H., J.E.H., A.L.B., G.D.L.), Massachusetts General Hospital, Boston.
Melissa TanguayCardiology Division and the Simches Cardiovascular Research Center, Department of Medicine, Harvard Medical School (M.N., R.V.S., J.B.B., M.T., R.M., N.E.H., J.E.H., A.L.B., G.D.L.), Massachusetts General Hospital, Boston.
Alexander R PicoInstitute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA (A.R.P.).
Venkatesh L MurthyDivision of Cardiovascular Medicine, Department of Medicine, and Frankel Cardiovascular Center, University of Michigan, Ann Arbor (V.L.M.).
Rajeev MalhotraCardiology Division and the Simches Cardiovascular Research Center, Department of Medicine, Harvard Medical School (M.N., R.V.S., J.B.B., M.T., R.M., N.E.H., J.E.H., A.L.B., G.D.L.), Massachusetts General Hospital, Boston.
Nicholas E HoustisCardiology Division and the Simches Cardiovascular Research Center, Department of Medicine, Harvard Medical School (M.N., R.V.S., J.B.B., M.T., R.M., N.E.H., J.E.H., A.L.B., G.D.L.), Massachusetts General Hospital, Boston.
Amy DeikBroad Institute of MIT and Harvard, Cambridge, MA (A.D., K.A.P., K.B., L.D., C.B.C.).
Kerry A PierceBroad Institute of MIT and Harvard, Cambridge, MA (A.D., K.A.P., K.B., L.D., C.B.C.).
Kevin BullockBroad Institute of MIT and Harvard, Cambridge, MA (A.D., K.A.P., K.B., L.D., C.B.C.).
Lucas DaileyBroad Institute of MIT and Harvard, Cambridge, MA (A.D., K.A.P., K.B., L.D., C.B.C.).
Raghava S VelagaletiCardiology Section, Department of Medicine, Boston VA Healthcare System, West Roxbury, MA (R.S. Velagaleti, S.A.M.).
Stephanie A MooreCardiology Section, Department of Medicine, Boston VA Healthcare System, West Roxbury, MA (R.S. Velagaleti, S.A.M.).
Jennifer E HoCardiology Division and the Simches Cardiovascular Research Center, Department of Medicine, Harvard Medical School (M.N., R.V.S., J.B.B., M.T., R.M., N.E.H., J.E.H., A.L.B., G.D.L.), Massachusetts General Hospital, Boston.
Aaron L BaggishCardiology Division and the Simches Cardiovascular Research Center, Department of Medicine, Harvard Medical School (M.N., R.V.S., J.B.B., M.T., R.M., N.E.H., J.E.H., A.L.B., G.D.L.), Massachusetts General Hospital, Boston.
Clary B ClishBroad Institute of MIT and Harvard, Cambridge, MA (A.D., K.A.P., K.B., L.D., C.B.C.).
Martin G LarsonDepartment of Biostatistics, Boston University School of Public Health, MA (P.E.M., M.G.L.).
Ramachandran S VasanBoston University and National Heart, Lung, and Blood Institute Framingham Heart Study, MA (M.G.L., R.S. Vasan).
Gregory D LewisCardiology Division and the Simches Cardiovascular Research Center, Department of Medicine, Harvard Medical School (M.N., R.V.S., J.B.B., M.T., R.M., N.E.H., J.E.H., A.L.B., G.D.L.), Massachusetts General Hospital, Boston.
Massachusetts General Hospital · USBroad Institute · USBoston University · USVA Boston Healthcare System · USGladstone Institutes · USMichigan Medicine · US

Funding

ROLE OF DIETARY CONSTITUENTS ON GENE EXPRESSION IN INTESTINAL EPITHELIUMP30DK040561 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Elizabeth Austen Lawson, Takara Leah Stanley · 1994 to 2026
$31.6M
FRAMINGHAM HEART STUDY - YEAR 5 EXAM75N92019D00031 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · 2019 to 2024
$29.8M
Proteomic Profiling of Precise Exercise Pathophenotypes Across the HFpEF SpectrumR01HL131029 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI Gregory Dyer Lewis, Matthew G. Nayor · 2016 to 2026
$7.7M
The Role of Histone Deacetylase 9 in Vascular CalcificationR01HL142809 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI MALHOTRA, RAJEEV · 2018 to 2022
$4.0M
Eicosanoid Profiles as Determinants of HFpEFR01HL140224 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI HO, JENNIFER E · 2018 to 2021
$3.1M
The Association of Metabolic Disease and Pulmonary HypertensionR01HL134893 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI HO, JENNIFER E · 2017 to 2021
$2.9M
Molecular markers of early cardiometabolic health transitions in the CARDIA studyR01HL136685 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MURTHY, VENKATESH LOCHARLA, SHAH, RAVI · 2017 to 2021
$2.6M
Metabolic Signatures of Impaired Cardiorespiratory Fitness: Correlates, Prognostic Significance and Modulation with Exercise TrainingK23HL138260 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI NAYOR, MATTHEW G. · 2017 to 2021
$998k
Myocardial tissue architecture in heart failure: implications on physiology and fitnessK23HL127099 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI SHAH, RAVI · 2016 to 2019
$668k
THE FRAMINGHAM HEART STUDY-N01HC25195-268025195-268025195N01HC025195 · HC · TRUSTEES OF BOSTON UNIVERSITY · PI WOLF, PHILIP A · 2002 to 2006
–
NHLBI NIH HHS 75N92019D00031NHLBI NIH HHS HHSN268201500001CNHLBI NIH HHS HHSN268201500001INHLBI NIH HHS K23 HL127099NHLBI NIH HHS K23 HL138260NHLBI NIH HHS N01 HC025195NHLBI NIH HHS R01 HL131029NHLBI NIH HHS R01 HL134893NHLBI NIH HHS R01 HL140224NHLBI NIH HHS R01 HL142809NIDDK NIH HHS P30 DK040561
6 · The paper itself

Abstract

backgroundWhereas regular exercise is associated with lower risk of cardiovascular disease and mortality, mechanisms of exercise-mediated health benefits remain less clear. We used metabolite profiling before and after acute exercise to delineate the metabolic architecture of exercise response patterns in humans.

methodsCardiopulmonary exercise testing and metabolite profiling was performed on Framingham Heart Study participants (age 53±8 years, 63% women) with blood drawn at rest (n=471) and at peak exercise (n=411).

resultsWe observed changes in circulating levels for 502 of 588 measured metabolites from rest to peak exercise (exercise duration 11.9±2.1 minutes) at a 5% false discovery rate. Changes included reductions in metabolites implicated in insulin resistance (glutamate, -29%;

conclusionsIn a large sample of community-dwelling individuals, acute exercise elicits widespread changes in the circulating metabolome. Metabolic changes identify pathways central to cardiometabolic health, cardiovascular disease, and long-term outcome. These findings provide a detailed map of the metabolic response to acute exercise in humans and identify potential mechanisms responsible for the beneficial cardiometabolic effects of exercise for future study.

Indexed as

Body Mass IndexCardiovascular DiseasesExerciseMetabolomeMetabolomicsAdultAgedFemaleHumansMaleMassachusettsMiddle AgedProspective Studiesexercisemetabolomicsprevention & control

Identifiers

PMID32927962
PMCPMC8049528
OpenAlexW3085021865

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.