Evidence map›Paper›PMID 40362891›Full record

ArticleNutrients2025

Associations of Ultra-Processed Food Intake and Its Circulating Metabolomic Signature with Mental Disorders in Middle-Aged and Older Adults.

Shenghao Yuan, Tengfei Zhu, Jiawei Gu, Li Hua, Jinli Sun, Xiaobei Deng, Jinjun Ran

Abstract read
In one paragraph

Article in Nutrients, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
–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

11 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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.

Shenghao YuanSchool of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.ORCID 0009-0000-1072-9573
Tengfei ZhuSchool of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.ORCID 0000-0002-7348-5921
Jiawei GuSchool of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
Li HuaSchool of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
Jinli SunSchool of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
Xiaobei DengSchool of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
Jinjun RanSchool of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.ORCID 0000-0002-2684-6341

Funding

National Natural Science Foundation of China 21777099National Natural Science Foundation of China 82304102Natural Science Foundation of Shanghai 23ZR1436200"SJTU Star" Medical-Engineering Interdisciplinary Research Fund Key Project YG2023QNA02
6 · The paper itself

Abstract

backgroundThe global rise in ultra-processed food (UPF) consumption and the persistent burden of mental disorders have raised growing public health concerns. Emerging evidence suggests that unfavorable dietary patterns, particularly with high UPF intake, contribute to the development of mental disorders.

objectiveTo assess the associations of UPF-related metabolic signatures and mental disorders.

methodsIn this population-based cohort study of 30,059 participants from the UK Biobank, we first identified a plasma metabolic signature associated with UPF intake leveraging nuclear magnetic resonance metabolomics. We then applied Cox and logistic regression models to investigate the associations of both UPF consumption and its metabolic signature with incident mental disorders and specific psychological symptoms, respectively.

resultsHigher UPF intake was significantly associated with increased risks of overall mental disorder (hazard ratio per 10% increment [95% confidence interval]: 1.04 [1.02, 1.06]), depressive disorder (1.14 [1.08, 1.20]), anxiety disorder (1.12 [1.06, 1.18]), and substance use disorder (1.06 [1.01, 1.11]), as well as several psychological symptoms including suicidal ideation (odds ratios [95% confidence interval]: 1.12 [1.03, 1.16]) and anxiety feeling (1.05 [1.01, 1.09]). Similarly, the UPF-related metabolic signature was independently associated with elevated risks of these mental health outcomes and partially mediated the associations between UPF intake and mental disorders.

conclusionsThese findings highlighted the potential metabolic pathways underlying the neuropsychiatric risks of UPF consumption and underscored the importance of dietary quality in mental health.

Indexed as

Fast FoodsMental DisordersMetabolomeMetabolomicsAgedCohort StudiesDietFemaleFood, ProcessedHumansMaleMiddle AgedRisk FactorsUnited Kingdomdietary factorsmediation analysismental disordermetabolomicpsychological symptomsultra-processed foods

Identifiers

PMID40362891
PMCPMC12073222

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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.