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September 17, 2025Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition

Subtype Classification of Major Depressive Disorder Based on Emotional and Cognitive Brain Networks

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Authors

XZXueyi ZhangRZRenliang ZhaoSLS.F. Li

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Overview

Meta-analysis identified emotional and cognitive neurobiological subtypes in MDD, suggesting new treatment directions.

Key Points

  • Two distinct subtypes of MDD were identified based on emotional and cognitive symptoms, enhancing understanding of depression.
  • Clustering revealed these subtypes in patients, establishing a link between brain connectivity features and symptoms.
  • Meta-analysis utilized resting-state functional imaging data to investigate neurophysiological subtypes of depression.
  • Identifying subtypes may enable more personalized and effective treatment strategies for individuals with MDD.

Cite This Study

Zhang et al. (2025) studied this question.

synapsesocial.com/papers/68d4596631b076d99fa5c2bbhttps://doi.org/10.58530/2025/2236
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Functional Connectivity Subtypes in Major Depressive Disorder: Insights Into Connection Patterns and Neurobiological Mechanisms2025
  2. 2Neuroimaging insights into the neurophysiological subtypes of major depressive disorder2026
  3. 3Multilevel brain functional connectivity and task-based representations explaining heterogeneity in major depressive disorder2025 · 13 citations
  4. 4Functional connectivity subtypes of MDD and their associations with gene expression profile, neurotransmitter, and cognition2024
  5. 5Functional connectivity–based classification and subtyping of major depression for precision mental health: An ensemble graph neural network approach2026 · 1 citations