A Systems Biology Model Linking Peripheral NIMETOX Biomarkers to Multilevel Brain Structural and Functional Alterations Across Major Depression and Schizophrenia

Peripheral lipid and antioxidant-related biomarkers may help contextualize brain abnormalities across psychiatric disorders, but their relationships with brain structure, intrinsic activity, and dimensional symptoms remain incompletely characterized. In this cross-sectional study, 93 adults were recruited: 38 with major depressive disorder, 29 with schizophrenia, and 26 healthy controls. Eighty-seven participants met resting-state functional MRI quality-control criteria. Assessments included structural and functional MRI, serum lipids, albumin, apolipoprotein A-I, childhood maltreatment, psychological resilience, and clinical symptoms. Exploratory analyses combined regional imaging measures, within-network connectivity, statistical mediation, and partial least squares structural equation modeling. Group-related functional abnormalities involved parietal, sensorimotor, cingulate, insular, and temporal regions. Peripheral lipid and antioxidant-related measures were associated with regional gray matter measures and intrinsic activity. Childhood maltreatment and resilience were associated with mood-related symptom burden, whereas lower connectivity and nodal strength within the selected 11-region network were associated with psychosis-related and overall illness severity. Exploratory structural equation models accounted for 66.4% of the variance in the mood-related composite and 25.3% of the variance in local intrinsic activity. These findings describe cross-sectional relationships among peripheral biological measures, regional brain characteristics, developmental adversity, and psychopathology. They provide a framework for further investigation rather than evidence of a causal blood-to-brain sequence. Independent replication with prospectively defined measures and longitudinal assessments is needed.

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Publication Details

Journal
medRxiv
Published
2026-09-11
DOI
https://doi.org/10.64898/2026.09.09.26362608
Primary Topic
Functional Brain Connectivity Studies
Type
preprint
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preprint

A Systems Biology Model Linking Peripheral NIMETOX Biomarkers to Multilevel Brain Structural and Functional Alterations Across Major Depression and Schizophrenia

Chengxiao Yang, Elijah Agoalikum, Drozdstoj Stoyanov, Yingqiang Zhang et al.
medRxiv
Functional Brain Connectivity Studies
preprint

A Systems Biology Model Linking Peripheral NIMETOX Biomarkers to Multilevel Brain Structural and Functional Alterations Across Major Depression and Schizophrenia

Chengxiao Yang, Elijah Agoalikum, Drozdstoj Stoyanov, Yingqiang Zhang, Chenghui Yang, Xianfeng Qu, Andre F Carvalho, Bharat B Biswal, Abbas F Almulla, Benjamin Klugah-Brown, Licio P Luna, Jinming Xiao, Stefania Ferraro, Ying He, Yuting Wang, Michael Maes, Hongzhou Wu
preprint en

Abstract

Peripheral lipid and antioxidant-related biomarkers may help contextualize brain abnormalities across psychiatric disorders, but their relationships with brain structure, intrinsic activity, and dimensional symptoms remain incompletely characterized. In this cross-sectional study, 93 adults were recruited: 38 with major depressive disorder, 29 with schizophrenia, and 26 healthy controls. Eighty-seven participants met resting-state functional MRI quality-control criteria. Assessments included structural and functional MRI, serum lipids, albumin, apolipoprotein A-I, childhood maltreatment, psychological resilience, and clinical symptoms. Exploratory analyses combined regional imaging measures, within-network connectivity, statistical mediation, and partial least squares structural equation modeling. Group-related functional abnormalities involved parietal, sensorimotor, cingulate, insular, and temporal regions. Peripheral lipid and antioxidant-related measures were associated with regional gray matter measures and intrinsic activity. Childhood maltreatment and resilience were associated with mood-related symptom burden, whereas lower connectivity and nodal strength within the selected 11-region network were associated with psychosis-related and overall illness severity. Exploratory structural equation models accounted for 66.4% of the variance in the mood-related composite and 25.3% of the variance in local intrinsic activity. These findings describe cross-sectional relationships among peripheral biological measures, regional brain characteristics, developmental adversity, and psychopathology. They provide a framework for further investigation rather than evidence of a causal blood-to-brain sequence. Independent replication with prospectively defined measures and longitudinal assessments is needed.

medRxiv
Deakin University (AU), University of Electronic Science and Technology of China (CN), Medical University Plovdiv (BG), Fourth People's Hospital of Sichuan Province (CN), Sichuan Provincial Hospital of Traditional Chinese Medicine (CN), Johns Hopkins Hospital (US), Sichuan Provincial Department of Education (CN), Sichuan Normal University (CN)
Functional Brain Connectivity Studies
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