Evidence map›Paper›PMID 41455836›Full record

ArticleCommunications medicine2025

Association between mental health and MASLD molecular insights through metabolomics.

Dashuai Yang, Nan Zhao, Wei Zhang, Shouxin Peng, Xian Qin, Wenzhi He

Abstract read
In one paragraph

Article in Communications medicine, 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

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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

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3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
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  3. Cardiac substructure dosimetry in thoracic radiotherapy: moving beyond mean heart dose and toward precision cardiac risk mitigation.Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al] · 2026
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4 · The record

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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

6 authors.

Dashuai Yang *Department of Hepatobiliary and Pancreatic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, China.
Nan Zhao *Wuhan Children's Hospital, Huazhong University of Science and Technology, Wuhan, China.
Wei Zhang *The First Clinical Medical School of Wuhan University, Wuhan University, Wuhan, China.
Shouxin Peng *Department of Global Health, School of Public Heaalth, Wuhan University, Wuhan, China. pengshouxin@whu.edu.cn.ORCID http://orcid.org/0000-0002-1491-2591
Xian QinDepartment of Hepatobiliary and Pancreatic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, China. paulqqqqq@hotmail.com.ORCID http://orcid.org/0009-0009-3309-1133
Wenzhi HeDepartment of Hepatobiliary and Pancreatic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, China. hewz@whu.edu.cn.ORCID http://orcid.org/0009-0001-6452-9355

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMental health disorders and metabolic dysfunction-associated steatotic liver disease (MASLD) represent substantial global public health challenges. The precise relationship between mental health parameters and MASLD development remains poorly characterized.

methodsUsing data from the UK Biobank cohort, we conducted a prospective cohort study to evaluate participants' anxiety, depression, mania, and trauma exposure scores using standardized psychometric instruments. Metabolic signatures were derived through elastic net regularization coupled with Cox proportional hazards modeling. Mediation analyses quantified the proportion of mental health-MASLD associations attributable to metabolic pathway alterations.

resultsThe analytical cohort comprises 55,012 participants with trauma assessments, 15,318 with mania evaluations, 30,798 with depression metrics, and 17,596 with anxiety profiles. Multivariable-adjusted analyses reveal significant dose-response relationships between mental health burden and MASLD incidence: anxiety (HR = 1.13, 95%CI 1.08-1.18, P < 0.05), depression (HR = 1.06, 95%CI 1.03-1.10, P < 0.05), mania (HR = 1.15, 95%CI 1.06-1.24, P < 0.05), and trauma (HR = 1.22, 95%CI 1.11-1.34, P < 0.05). Metabolic analyses indicate that creatinine, glutamine, and the triglyceride fraction of very low-density lipoprotein (VLDL-triglyceride%) serve as key mediators in the pathway through which mental health influences MASLD incidence. The derived metabolic signature demonstrates significant mediation effects across all psychological domains (anxiety: 12.7%, depression: 15.7%, mania: 11.5%, trauma: 11.2%).

conclusionsThis large-scale cohort study establishes clinically significant mental health conditions as risk factors for MASLD development, with metabolic dysregulation serving as a partial mediator of this association. The identified metabolite panel, particularly perturbations in nitrogen metabolism and lipid partitioning, provides mechanistic insights into psychosomatic pathways influencing hepatic steatosis, suggesting potential targets for interdisciplinary intervention strategies.

Identifiers

PMID41455836
PMCPMC12848062

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.