Evidence map›Paper›PMID 42743114›Full record

ArticlePLOS mental health2026

The hidden burden of college life: Stress, sleep, and salivary biomarkers in students-A cross-sectional study.

Hongyu Xu, Zhiqiang Yan, Xinyi Kong, Shuang Wu, Fei Shi, Qiong Ye, Zijin Li, Jia Lu, Juan Fang, Kexin Chen and 2 more

Abstract read
In one paragraph

Article in PLOS mental health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

12 authors.

Hongyu XuCollege of Science and Technology, Wenzhou-Kean University, Wenzhou, Zhejiang, China.ORCID https://orcid.org/0009-0006-3125-7054
Zhiqiang YanDepartment of Neurosurgery, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China.
Xinyi KongCollege of Science and Technology, Wenzhou-Kean University, Wenzhou, Zhejiang, China.ORCID https://orcid.org/0009-0002-9808-4902
Shuang WuCollege of Science and Technology, Wenzhou-Kean University, Wenzhou, Zhejiang, China.
Fei ShiThe Key Laboratory of Aerospace Medicine, Ministry of Education, Fourth Military Medical University, Xi'an, Shaanxi, China.
Qiong YeCollege of Science and Technology, Wenzhou-Kean University, Wenzhou, Zhejiang, China.ORCID https://orcid.org/0009-0009-6370-1414
Zijin LiCollege of Science and Technology, Wenzhou-Kean University, Wenzhou, Zhejiang, China.
Jia LuCollege of Science and Technology, Wenzhou-Kean University, Wenzhou, Zhejiang, China.
Juan FangDepartment of Neurosurgery, Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China.
Kexin ChenCollege of Science and Technology, Wenzhou-Kean University, Wenzhou, Zhejiang, China.
Jiajun BaoCollege of Science and Technology, Wenzhou-Kean University, Wenzhou, Zhejiang, China.
Yiyao HuangCollege of Science and Technology, Wenzhou-Kean University, Wenzhou, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Globally, university students face substantial psychological pressures, and stress-related mental health disorders are recognized as major public health concerns. While biomarkers such as cortisol have been extensively studied, integrated analyses of neuroendocrine-immune-circadian interactions remain limited. In this cross-sectional study with two complementary components, psychometric assessments of 637 undergraduates revealed that 90.4% experienced moderate-to-high perceived stress. These stress levels correlated with fatigue (r = 0.41, p < 0.01) and poor sleep quality (r = 0.35, p < 0.01). A second component involved laboratory-based diurnal biomarker profiling of 33 high-stress and low-stress participants, revealing stress-dependent physiological patterns. Specifically, high stress was associated with sympathetic activation (α-amylase↑), HPA axis dysregulation (altered diurnal cortisol patterns), circadian disruption (melatonin↑), and mucosal immune activation (IgA ↑ , lysozyme↑). The coupling of α-amylase and lysozyme suggested neuro-immune coordination (r = 0.52, p < 0.001). These findings indicate that salivary biomarker profiles are associated with perceived stress. Sleep quality and fatigue warrant further investigation as potential intervention targets in future longitudinal studies.

Identifiers

PMID42743114
PMCPMC13577347

What Socratic holds

Textmetadata
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 Socratic graph.