Evidence map›Paper›PMID 42534768›Full record

ArticleFrontiers in physiology2026

Psychological profile and heart rate variability in adults with self-perceived chronic stress: secondary analysis from a clinical trial.

Ana Isabel Pérez Alcalde, María-José Giménez, Cecilia Estrada Barranco, Francisco J Fernández-Rodríguez, Marta de la Plaza, María García-Arrabé, Beatriz Ruiz-Ruiz

Abstract read
In one paragraph

Article in Frontiers in physiology, 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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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

7 authors.

Ana Isabel Pérez AlcaldeUniversidad Europea de Madrid, Faculty of Medicine, Health and Sports, Department of Physiotherapy, Madrid, Spain.
María-José GiménezUniversidad Europea de Madrid, Faculty of Medicine, Health and Sports, Department of Physiotherapy, Madrid, Spain.
Cecilia Estrada BarrancoUniversidad Europea de Madrid, Faculty of Medicine, Health and Sports, Department of Physiotherapy, Madrid, Spain.
Francisco J Fernández-RodríguezUniversidad Europea de Madrid, Faculty of Medicine, Health and Sports, Department of Physiotherapy, Madrid, Spain.
Marta de la PlazaUniversidad Europea de Madrid, Faculty of Medicine, Health and Sports, Department of Physiotherapy, Madrid, Spain.
María García-ArrabéUniversidad Europea de Madrid, Faculty of Medicine, Health and Sports, Department of Physiotherapy, Madrid, Spain.
Beatriz Ruiz-RuizUniversidad Europea de Madrid, Faculty of Medicine, Health and Sports, Department of Physiotherapy, Madrid, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Chronic stress is a major public health issue linked to psychological vulnerability and autonomic dysregulation. While heart rate variability (HRV) is widely recognized as a biomarker of stress adaptability, few studies have characterized the psychophysiological profile of individuals who self-identify as chronically stressed. Understanding this relationship could clarify the integration between subjective perception and autonomic control mechanisms. Methods: A cross-sectional study was conducted with 54 adults reporting chronic self-perceived stress for at least 6 months. Psychological assessment included validated Spanish versions of the Perceived Stress Scale (PSS-4), State-Trait Anxiety Inventory (STAI-6), Zung Self-Rating Depression Scale (SDS), Acceptance and Action Questionnaire (AAQ-II), UCLA Loneliness Scale, and Ten-Item Personality Inventory (TIPI). HRV was recorded using a Polar H10 sensor in 2 daily 5-min supine measurements (morning and evening) over 7 days. Time, frequency, and nonlinear-domain parameters were analyzed according to the Task Force standards. Results: Participants presented high levels of anxiety, depression, and psychological inflexibility, together with moderately reduced HRV indices. No significant differences were found between levels of perceived stress. Higher conscientiousness showed modest positive correlations with SDNN, RMSSD, pNN50, and HRV triangular index, while sex differences were observed in frequency-domain HRV parameters. Overall, HRV was not clearly differentiated across perceived stress levels. Conclusion: Adults with chronic self-perceived stress exhibit a psychophysiological pattern characterized by emotional vulnerability, cognitive overcontrol, and reduced autonomic flexibility. This state reflects latent regulatory vulnerability rather than an overt autonomic failure. HRV assessment combined with psychological profiling may enhance early identification of individuals at risk and support integrative approaches for stress regulation.

Indexed as

autonomic regulationchronic stressconscientiousnessheart rate variability (HRV)neurovisceral integrationpsychological inflexibilityself-perceived stresssex differences

Identifiers

PMID42534768
PMCPMC13422212

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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.