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Updated: Jun 7, 2026

Closed-Loop Neurostimulation for Biomarker-Driven, Personalized Treatment of Major Depressive Disorder
Published on: July 7, 2023
Is there a personalized medicine for mood disorders?
Lucie Bartova1, Andreas Berger, Lukas Pezawas
1Division of Biological Psychiatry, Department of Psychiatry and Psychotherapy, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria.
This study proposes using intermediate phenotypes from imaging genetics as a proxy for diagnosing Major Depressive Disorder (MDD) and predicting treatment response. This approach aims to improve the discovery of peripheral biomarkers for MDD.
Area of Science:
- Neuroscience
- Psychiatry
- Genetics
Background:
- Current Major Depressive Disorder (MDD) diagnosis relies on behavioral criteria with modest biological correlation.
- Peripheral biomarker research for MDD diagnostics and treatment response has yielded limited clinical success.
- Neuroimaging genetics has identified intermediate imaging phenotypes for MDD and treatment response.
Purpose of the Study:
- To propose utilizing intermediate phenotypes from imaging genetics studies as surrogates for behavioral assessments in biomarker research.
- To explore the potential of these intermediate phenotypes in the search for accessible peripheral biomarkers for MDD.
- To review the current landscape of peripheral and neural biomarker research in MDD.
Main Methods:
- Review of existing literature on peripheral biomarkers for MDD.
- Analysis of findings from imaging genetics studies related to MDD and treatment response.
- Conceptual framework for using intermediate imaging phenotypes in biomarker discovery.
Main Results:
- Behavioral criteria for MDD and treatment response show limited correlation with biological measures.
- Imaging genetics offers intermediate phenotypes linked to MDD neurobiology, but not yet for broad clinical use.
- The proposed strategy aims to bridge the gap between complex neural measures and accessible peripheral biomarkers.
Conclusions:
- Intermediate phenotypes from imaging genetics are promising substitutes for behavioral diagnoses in biomarker research.
- This approach could accelerate the development of reliable peripheral biomarkers for MDD.
- Further research integrating neuroimaging genetics with peripheral biomarker discovery is warranted.
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