Evidence map›Paper›PMID 42090078›Full record

ArticleMetabolomics : Official journal of the Metabolomic Society2026

Deciphering the circulating lipidome signature associated with physical performance in gastric cancer patients: an exploratory study.

Ana Carolina Pinto, Helena Beatriz Ferreira, Samuel Barbosa, Tiago Sousa, Tânia Melo, Lúcio Lara Santos, Rita Ferreira, Daniel Moreira-Gonçalves, Maria do Rosário Domingues

Abstract read
In one paragraph

Article in Metabolomics : Official journal of the Metabolomic Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Ana Carolina PintoLAQV-REQUIMTE, Department of Chemistry, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal.ORCID http://orcid.org/0009-0007-4648-2905
Helena Beatriz FerreiraLAQV-REQUIMTE, Department of Chemistry, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal.ORCID http://orcid.org/0000-0002-6978-6166
Samuel BarbosaExperimental Pathology and Therapeutics Group, Research Center (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO-Porto)/Porto Comprehensive Cancer Center (P.CCC), 4200-072, Porto, Portugal.ORCID http://orcid.org/0000-0001-5364-7340
Tiago SousaCESAM, Centre for Environmental and Marine Studies, Department of Chemistry, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal.ORCID http://orcid.org/0000-0001-7585-0294
Tânia MeloLAQV-REQUIMTE, Department of Chemistry, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal.ORCID http://orcid.org/0000-0002-0508-4034
Lúcio Lara SantosExperimental Pathology and Therapeutics Group, Research Center (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO-Porto)/Porto Comprehensive Cancer Center (P.CCC), 4200-072, Porto, Portugal.ORCID http://orcid.org/0000-0002-0521-5655
Rita FerreiraLAQV-REQUIMTE, Department of Chemistry, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal. ritaferreira@ua.pt.ORCID http://orcid.org/0000-0002-6872-4051
Daniel Moreira-GonçalvesCIAFEL, Research Center in Physical Activity, Health and Leisure, Faculty of Sport, University of Porto, 4200-450, Porto, Portugal.ORCID http://orcid.org/0000-0002-7404-7405
Maria do Rosário DominguesCESAM, Centre for Environmental and Marine Studies, Department of Chemistry, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal.ORCID http://orcid.org/0000-0001-5357-3601

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPhysical performance strongly influences peri-treatment outcomes in gastric cancer (GC), yet simple molecular markers reflecting functional status are lacking. Lipidomics may help identify circulating biomarkers linked to physical fitness.

objectivesTo assess whether physical performance is associated with distinct plasma lipidomic profiles in GC patients.

methodsNineteen male GC patients (60-75 years) from the PROTECT trial were classified as high- (HighP) or low-performance (LowP) based on the 6-min walk test. Plasma lipidomics (LC-MS/MS) quantified 232 lipid species and a total of 25 fatty acids were quantified by gas chromatography-MS. Multivariate and univariate analyses, group comparisons, and correlations examined associations with clinical, anthropometric, and fitness parameters.

resultsLipid profiles differed by performance status. HighP patients showed higher phosphatidylinositol (PI 36:2) and trends toward increased plasmalogen phosphatidylethanolamines (PE), whereas sphingomyelin (SM 43:2) was higher in LowP patients. Plasmenyl-PE species correlated positively with functional tests, muscle mass, body mass index, and nutritional status; SM 43:2 correlated negatively. Acylcarnitines showed minimal associations.

conclusionGC patients with different physical performance status display distinct circulating lipid signatures. PI 36:2, PE plasmalogens, and SM 43:2 species appear linked to physical fitness, suggesting potential value as preoperative biomarkers. Validation in larger cohorts is warranted.

Indexed as

LipidomicsLipidsStomach NeoplasmsAgedHumansMaleMiddle AgedTandem Mass SpectrometryLipidsCancerLipidomicsMass spectrometryPhysical activity

Identifiers

PMID42090078
PMCPMC13149555

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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.