Evidence map›Paper›PMID 41942497›Full record

ArticleScientific reports2026

Metabolomics of mouth-rinsed water for assessing psychophysiological stress in office workers.

Yuki Maruyama, Kaoru Yamada, Takuya Inokuchi, Narumi Fujii, Ryosuke Kawamata, Yuko Ichiba, Yasushi Kakizawa, Masahiro Sugimoto, Akiyoshi Hirayama

Abstract read
In one paragraph

Article in Scientific reports, 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

9 authors.

Yuki MaruyamaResearch and Technology Center, Lion Corporation, 7-2-1 Hirai, Edogawa-Ku, Tokyo, 132-0035, Japan. yuki-u@lion.co.jp.
Kaoru YamadaResearch and Technology Center, Lion Corporation, 7-2-1 Hirai, Edogawa-Ku, Tokyo, 132-0035, Japan.
Takuya InokuchiResearch and Technology Center, Lion Corporation, 7-2-1 Hirai, Edogawa-Ku, Tokyo, 132-0035, Japan.
Narumi FujiiResearch and Technology Center, Lion Corporation, 7-2-1 Hirai, Edogawa-Ku, Tokyo, 132-0035, Japan.
Ryosuke KawamataResearch and Technology Center, Lion Corporation, 7-2-1 Hirai, Edogawa-Ku, Tokyo, 132-0035, Japan.
Yuko IchibaResearch and Technology Center, Lion Corporation, 7-2-1 Hirai, Edogawa-Ku, Tokyo, 132-0035, Japan.
Yasushi KakizawaResearch and Technology Center, Lion Corporation, 7-2-1 Hirai, Edogawa-Ku, Tokyo, 132-0035, Japan.
Masahiro SugimotoInstitute for Advanced Biosciences, Keio University, 246-2 Mizukami, Kakuganji, Tsuruoka, Yamagata, 997-0052, Japan.
Akiyoshi HirayamaInstitute for Advanced Biosciences, Keio University, 246-2 Mizukami, Kakuganji, Tsuruoka, Yamagata, 997-0052, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Workplace stress impacts productivity and health, necessitating non-invasive, rapid, and objective assessment methods. This study investigates the potential of metabolite profiling of mouth-rinsed water (MW)-an oral biofluid collected in just 10 s-as a screening tool for psychophysiological stress among office workers. Thirty-two participants were classified into high-stress and control groups based on the State-Trait Anxiety Inventory and the Brief Job Stress Questionnaire, and objective physiological measures. MW samples were collected at four time points, including before and after brief mental stress tasks. Biochemical features were profiled using capillary electrophoresis-mass spectrometry and liquid chromatography-mass spectrometry. A total of 559 analytes, including 532 water-soluble metabolites, 25 steroids, and 2 salivary proteins, were measured, of which 127 analytes with acceptable analytical precision were selected for subsequent analyses. Statistically significant differences in numerous metabolites indicated stress-associated alterations in metabolic activity. Notably, a predictive model using the ratio of N-acetyl-β-alanine to asymmetric dimethylarginine achieved high accuracy, with an area under the receiver operating characteristic curve (AUC) of 0.845 for identifying high stress. The distinct metabolite dynamics under varying stress conditions suggest multiple stress-response mechanisms. These findings underscore MW metabolite profiling as a promising approach for assessing and managing workplace stress.

Indexed as

MetabolomicsOccupational StressStress, PsychologicalWaterAdultFemaleHumansMaleMiddle AgedSalivaWaterBiological markersMetabolomicsOccupational stressSalivaWorkplace

Identifiers

PMID41942497
PMCPMC13061908

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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.