Evidence mapPaperPMID 40830729Full record

ArticleMetabolomics : Official journal of the Metabolomic Society2025

Association of the HDL lipidome with HDL traits before and after exercise training: HERITAGE family study.

Prasun K Dev, Eric C Leszczynski, Charles S Schwartz, Jacob L Barber, Emanuel J Ayala, Xuewen Wang, Ciaran M Fairman, Sujoy Ghosh, Robert E Gerszten, Michael Olivier and 4 more

Abstract read
In one paragraph

Article in Metabolomics : Official journal of the Metabolomic Society, 2025. 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

14 authors.

Prasun K Dev *Department of Exercise Science, University of South Carolina, Columbia, SC, USA.ORCID https://orcid.org/0000-0003-3572-3172
Eric C Leszczynski *Department of Exercise Science, University of South Carolina, Columbia, SC, USA.ORCID https://orcid.org/0000-0002-1527-7374
Charles S SchwartzDepartment of Exercise Science, University of South Carolina, Columbia, SC, USA.ORCID https://orcid.org/0009-0008-9935-5683
Jacob L BarberDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.ORCID https://orcid.org/0000-0002-8132-1601
Emanuel J AyalaDepartment of Exercise Science, University of South Carolina, Columbia, SC, USA.
Xuewen WangDepartment of Exercise Science, University of South Carolina, Columbia, SC, USA.
Ciaran M FairmanDepartment of Exercise Science, University of South Carolina, Columbia, SC, USA.ORCID https://orcid.org/0000-0001-8834-9669
Sujoy GhoshPennington Biomedical Research Center, Baton Rouge, LA, USA.ORCID https://orcid.org/0000-0002-7601-165X
Robert E GersztenDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.
Michael OlivierCenter for Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA.ORCID https://orcid.org/0000-0003-1632-1063
Anand RohatgiDepartment of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.ORCID https://orcid.org/0000-0003-0164-2382
Clary B ClishBroad Institute of Harvard and MIT, Cambridge, MA, USA.ORCID https://orcid.org/0000-0001-8259-9245
Claude BouchardPennington Biomedical Research Center, Baton Rouge, LA, USA.ORCID https://orcid.org/0000-0002-0048-491X
Mark A SarzynskiDepartment of Exercise Science, University of South Carolina, Columbia, SC, USA. sarz@mailbox.sc.edu.ORCID https://orcid.org/0000-0001-6705-0668

Funding

HERITAGE STUDY: GENETICS, EXERCISE &RISK FACTORSR01HL045670 · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · 1992 to 2003
$3.4M
HERITAGE STUDY: GENETICS, EXERCISE &RISK FACTORSR01HL047317 · WASHINGTON UNIVERSITY · 1992 to 2003
$1.8M
Biochemical profiling to identify cardiometabolic responsiveness to an endurance exercise interventionR01NR019628 · NINR · BETH ISRAEL DEACONESS MEDICAL CENTER · 2023 to 2025
$1.5M
HERITAGE STUDY: GENETICS, EXERCISE &RISK FACTORSR01HL047327 · INDIANA UNIVERSITY BLOOMINGTON · 1992 to 2003
$106k
HERITAGE STUDY: GENETICS, RESP. TO EXERCISE/RISK FACTORSR01HL047323 · UNIVERSITY OF MINNESOTA TWIN CITIES · 1992 to 2003
$100k
NHLBI NIH HHS R01 HL045670NHLBI NIH HHS R01 HL047317NHLBI NIH HHS R01 HL047323NHLBI NIH HHS R01 HL047327NHLBI NIH HHS R01 HL146462NINR NIH HHS R01 NR019628
6 · The paper itself

Abstract

introductionHDL particle functionality is influenced by its structure, including lipid composition. However, the effects of exercise training on the HDL lipidome and its relationship with HDL-related traits are largely unknown.

objectiveTo investigate the HDL lipidome of 154 adults before and after 20 weeks of endurance exercise training in the HERITAGE Family Study.

methodsThe HDL-sized plasma fraction was isolated utilizing FPLC-SEC, followed by untargeted lipidomic analysis using LC/MS. A total of 11 HDL lipid classes were derived from the 341 identified known lipid species. Exercise response of the HDL lipidome and its associations with HDL-related traits were examined, with significance set to FDR < 0.05.

resultsThe abundance of 42 HDL lipid species at baseline and 43 at post-training were significantly different between males and females. Exercise training did not significantly alter the abundance of any HDL lipid class, although HDL phosphatidylethanolamine trended (FDR = 0.05) towards an increase. Two species of HDL diglycerides significantly decreased in the total sample. Sex-specific nominal (p < 0.05) changes in individual HDL lipid species included primarily HDL diglyceride and triglyceride species decreasing in males only, while HDL phosphatidylethanolamine species mostly increasing in females only. Higher abundance of HDL surface lipids was associated with larger size and cholesterol content of HDL particles before and in response to exercise training.

conclusionOur analysis indicates that endurance exercise may have a limited impact on the HDL lipidome in healthy adults. However, the HDL lipidome differed across sex groups, which needs further investigation to identify potential mechanisms underlying the sex differences.

Indexed as

ExerciseLipidomicsLipoproteins, HDLAdultFemaleHumansMaleMiddle AgedYoung AdultLipoproteins, HDLHigh-density lipoproteinsLipidomicsLipidsSex differences

Identifiers

PMID40830729
PMCPMC12364975

What Socratic 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 Socratic graph.