Evidence map›Paper›PMID 41545978›Full record

ArticleBMC psychiatry2026

Metabolic profiling in major depressive disorder with high psychological resilience: changes in amino acid and carbohydrate metabolism.

Runnan Yang, Xi Chen, Guifeng Tan, Jingyi Yang, Jiayu Du, Jing Li, Wenjing Li, Huaibing Wang, Hongru Zhu, Minlan Yuan and 1 more

Abstract read
In one paragraph

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Runnan YangMental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, China.
Xi ChenDepartment of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China.
Guifeng TanMental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, China.
Jingyi YangMental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, China.
Jiayu DuMental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, China.
Jing LiMental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, China.
Wenjing LiMental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, China.
Huaibing WangMental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, China.
Hongru ZhuMental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, China.
Minlan YuanMental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, China. minlanyuan@outlook.com.
Wei ZhangMental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan, 610041, China. weizhanghx@163.com.

Funding

Science and Technology Department of Sichuan Province Grant number 2025ZNSFSC1568 to M.Y.the 1·3·5 project for disciplines of excellence, West China Hospital, Sichuan University Grant numbers ZYJC21004 to W.Z.the Nature Science Foundation of China Grant number 82401769 to M.Y.
6 · The paper itself

Abstract

backgroundPsychological resilience varies among major depressive disorder (MDD) patients, with some exhibiting high resilience. This challenges the notion of resilience as purely protective and suggests biological heterogeneity. Both resilience and MDD have been linked to metabolic alterations, but their independent and interactive effects remain unclear. This study aims to investigate how resilience and MDD jointly affect metabolic profiles, with a focus on identifying key metabolic and pathway alterations in high-resilience MDD patients compared to healthy controls, and exploring their potential for diagnostic biomarkers.

methodsTargeted serum metabolomics using UPLC-MS/MS was conducted in MDD patients and healthy controls. Resilience was assessed via the Ego Resiliency Scale (ERS). Interaction effect analysis examined the main and interactive influences of resilience and MDD. Key metabolites in high-resilience MDD were identified by OPLS-DA and pathway enrichment. A logistic regression model with cross-validation assessed diagnostic accuracy in training and test sets.

resultsA total of 271 participants were enrolled, and about one-third of MDD patients exhibited high resilience. The MDD×resilience interaction was not significant, whereas MDD showed a significant main effect on metabolite levels. Five key metabolites were identified in high-resilience individuals, with arginine, methionine, and kynurenine downregulated and threonic and erythronic acids upregulated in the high-resilience MDD group. The diagnostic model achieved an area under the curve (AUC) of 0.811 in the test set.

conclusionsMDD status-rather than psychologically resilience-was the primary driver of serum metabolic variation. In high-resilience individuals, alterations converged on amino acid pathways (driven by lower arginine, methionine, kynurenine) and pentose-glucuronate axis (with higher threonic and erythronic acids), the latter is potentially linked to redox imbalance. These features may provide novel insights into depression-related metabolic dysregulation. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Amino AcidsCarbohydrate MetabolismMajor Depressive DisorderMetabolomeResilience, PsychologicalAdultBiomarkersCase-Control StudiesFemaleHumansMaleMetabolomicsMiddle AgedAmino AcidsBiomarkersArginineErythronic acidMDDMetabolomicsOxidative stressPsychological resilience

Identifiers

PMID41545978
PMCPMC12895811

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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.