Evidence map›Paper›PMID 41519862›Full record

Observational studyScientific reports2026

Uncovering the metabolic impact of acute psychological stress in young adults.

Gifty Animwaa Frempong, Guillermina Goni, Mónica Lorenzo-Tejedor, Concepción De la Cámara, Jesús Lázaro, Eugenia Mangialavori Rasia, Jordi Aguiló, Raquel Bailon, María Luisa Bernal

Abstract readObservational Study
In one paragraph

Observational study in Scientific reports, 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

9 authors.

Gifty Animwaa Frempong *Department of Pharmacology, Physiology, and Legal and Forensic Medicine, School of Medicine, University of Zaragoza, C/Domingo Miral s/n, Edificio A- Planta 1, Zaragoza, 50009, Spain.ORCID http://orcid.org/0000-0002-8894-9848
Guillermina Goni *Department of Pharmacology, Physiology, and Legal and Forensic Medicine, School of Medicine, University of Zaragoza, C/Domingo Miral s/n, Edificio A- Planta 1, Zaragoza, 50009, Spain. ggoni@unizar.es.ORCID http://orcid.org/0000-0003-4010-849X
Mónica Lorenzo-TejedorDepartment of Pharmacology, Physiology, and Legal and Forensic Medicine, School of Medicine, University of Zaragoza, C/Domingo Miral s/n, Edificio A- Planta 1, Zaragoza, 50009, Spain.ORCID http://orcid.org/0009-0006-5706-4939
Concepción De la CámaraAragon Institute of Health Research (IIS Aragon), Zaragoza, Spain.ORCID http://orcid.org/0009-0005-6340-3055
Jesús LázaroAragon Institute of Health Research (IIS Aragon), Zaragoza, Spain.ORCID http://orcid.org/0000-0001-8742-0072
Eugenia Mangialavori RasiaNational Scientific and Technical Research Council (CONICET), Rosario, Argentina.ORCID http://orcid.org/0000-0001-9629-7678
Jordi AguilóMicroelectronics and Electronic Systems Department, Autonomous University of Barcelona, Barcelona, Spain.ORCID http://orcid.org/0000-0002-4691-5754
Raquel BailonAragon Institute of Health Research (IIS Aragon), Zaragoza, Spain.ORCID http://orcid.org/0000-0003-1272-0550
María Luisa BernalDepartment of Pharmacology, Physiology, and Legal and Forensic Medicine, School of Medicine, University of Zaragoza, C/Domingo Miral s/n, Edificio A- Planta 1, Zaragoza, 50009, Spain.ORCID http://orcid.org/0000-0002-8222-1418

Funding

Gobierno de Aragón T39 23RMinisterio de Ciencia e Innovación TED2021- 131106B-I00
6 · The paper itself

Abstract

Stress is associated with the onset of various neurological disorders, such as depression, post-traumatic stress disorder, and anxiety. Although extensively studied, the metabolic changes triggered in response to stress remain unclear. We conducted a descriptive observational study on acute stress responses in university students, combining psychometric, biochemical, and untargeted metabolomic analyses, along with machine learning predictions. In this study, forty participants underwent both relaxation and stress induction through a modified Trier Social Stress Test. Validated psychometric tests confirmed proper induction of both states. Although most biomarkers show significant changes under acute stress state, the machine learning predictive model identified salivary α-amylase and the State-Trait Anxiety Inventory-state (STAI-s) as potential stress markers. Additionally, several metabolic pathways, including steroid hormone biosynthesis, glycerophospholipid metabolism, linoleic acid metabolism, tyrosine metabolism, and aminoacyl-tRNA biosynthesis, presented alterations under acute mental stress. Our findings highlight the impact of acute mental stress on multiple metabolic pathways directly implicated in stress-related disorders. These findings advance the understanding of the adverse effects systematically associated with stress and provide evidence supporting the potential role of salivary α-amylase and STAI-s as stress markers. Yet, they should be regarded as important hypothesis generators. However, further studies are needed for final validation.

Indexed as

Stress, PsychologicalAdolescentAdultAnxietyBiomarkersFemaleHumansMachine LearningMaleMetabolomicsPsychometricsSalivaSalivary alpha-AmylasesYoung AdultBiomarkersSalivary alpha-AmylasesBiomarkersDirect infusion mass spectrometry (DI-MS)Machine learningMental stress reactivityMetabolic responsesTrier social stress testUntargeted metabolomics

Identifiers

PMID41519862
PMCPMC12800245

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.