Evidence map›Paper›PMID 40211213›Full record

ArticleBMC psychiatry2025

Dynamics in physiological acute stress response trajectories: uncovering latent variability.

Shaked Rosenblum, Sharona L Rab, Roee Admon

Abstract read
In one paragraph

Article in BMC psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. 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

3 authors.

Shaked RosenblumSchool of Psychological Sciences, University of Haifa, 199 Aba Khoushy Ave. Mount Carmel, Haifa, 31905, Israel.
Sharona L RabSchool of Psychological Sciences, University of Haifa, 199 Aba Khoushy Ave. Mount Carmel, Haifa, 31905, Israel.
Roee AdmonSchool of Psychological Sciences, University of Haifa, 199 Aba Khoushy Ave. Mount Carmel, Haifa, 31905, Israel. radmon@psy.haifa.ac.il.

Funding

Israel Science Foundation 738/20
6 · The paper itself

Abstract

backgroundAcute stressors trigger an immediate physiological response, involving multiple intricating pathways. These adaptive physiological responses include, among other processes, an increase in heart rate (HR) and a decrease in heart rate variability (HRV). Despite substantial efforts, linking individual variability in physiological acute stress response patterns with related psychological constructs such as anxiety and depression remains challenging. Notably, the majority of studies to date treated physiological stress responses as static entities, overlooking putative inter-individual variability in the dynamics at which physiological acute stress response trajectories unfold over-time.

methodsTo address this gap, physiological responses (HR and HRV) were continuously recorded from 78 healthy adult female participants during an established 10-min-long laboratory acute stress induction manipulation. These physiological responses were separately quantified for three consecutive 3.3-min-long segments that together encompass the entire acute stress procedure, as well as for the 3.3-min-long segments immediately before and after stress.

resultsAt the whole group level stress was found to immediately increase HR, while HRV showed a delayed decrease with a post-stress overshoot effect. Latent class modeling revealed subgroups with unique physiological response trajectories, including a subset of participants that exhibited an atypical increase in HRV during stress. These individuals also exhibited elevated anxiety levels.

conclusionsResults underscore the complexity of physiological responses to acute stress and suggest that a dynamic approach could contribute to our understanding of the interplay between physiological stress responses and related psychological constructs. Further research is needed to replicate these findings and explore putative implications for stress-related mental health conditions.

Indexed as

Heart RateStress, PhysiologicalStress, PsychologicalAdultAnxietyFemaleHumansLatent Class AnalysisYoung AdultHeart rate (HR)Heart rate variability (HRV)Latent class liner mixed modeling (LCMM)Stress

Identifiers

PMID40211213
PMCPMC11987242

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.