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Updated: May 26, 2026

Closed-Loop Neurostimulation for Biomarker-Driven, Personalized Treatment of Major Depressive Disorder
Published on: July 7, 2023
Neuroimaging markers of cellular function in major depressive disorder: implications for therapeutics, personalized
1Mood and Anxiety Division and Research Imaging Centre, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada. jeff.meyer@camhpet.ca
Abstract:
It is estimated that 15% of all individuals will experience a major depressive episode (MDE) during their lifetime and that treatment response is inadequate in 40% of these cases. To address this, neuroimaging is being used to identify MDE subtypes and mechanisms of onset as well as to optimize target occupancy of novel treatments. Neuroimaging of monoamine oxidase-A (MAO-A) binding; glutamate levels; indexes of 5-HT(2A), 5-HTT, 5-HT(1A), and 5-HT(1B) receptors; levels of dopamine transporters D(1) and D(2); and hippocampal volume are described here. Three themes emerge. First, symptoms such as pessimism, motor retardation, anxiety disorder, and verbal memory deficits best indicate the subtype of depression. Second, measures related to mechanisms of monoamine loss, particularly elevated MAO-A binding in prefrontal and anterior cingulate cortex, are present in MDE and in high-risk states for MDE. Third, clinical trials show a consistent 80% 5-HTT occupancy of selective serotonin reuptake inhibitors at doses sufficient to distinguish from placebo in clinical trials (although in vitro affinities vary 100-fold), thereby supporting the need for further occupancy studies to accelerate therapeutic development.
Insights
Major depressive episodes (MDE) affect many, with inadequate treatment response. Neuroimaging reveals depression subtypes and elevated monoamine oxidase-A (MAO-A) binding, guiding new treatment development.
Area of Science:
- Neuroscience
- Psychiatry
- Medical Imaging
Background:
- Major depressive episode (MDE) affects 15% of individuals, with 40% experiencing inadequate treatment response.
- Neuroimaging offers insights into MDE subtypes, onset mechanisms, and optimizing novel treatments.
- Understanding neurobiological markers is crucial for advancing depression treatment.
Purpose of the Study:
- To identify major depressive episode (MDE) subtypes using neuroimaging.
- To investigate neuroimaging markers associated with MDE onset and progression.
- To evaluate the target occupancy of novel antidepressant treatments.
Main Methods:
- Neuroimaging techniques were employed to assess monoamine oxidase-A (MAO-A) binding, glutamate levels, and various receptor/transporter indexes (5-HT(2A), 5-HTT, 5-HT(1A), 5-HT(1B), dopamine D(1) and D(2)).
- Hippocampal volume was also measured.
- Clinical trial data on selective serotonin reuptake inhibitor (SSRI) occupancy were analyzed.
Main Results:
- Specific symptoms like pessimism and motor retardation correlate with distinct depression subtypes.
- Elevated MAO-A binding in the prefrontal and anterior cingulate cortex is linked to MDE and high-risk states.
- Selective serotonin reuptake inhibitors (SSRIs) achieved 80% 5-HTT occupancy in clinical trials, despite wide in vitro affinity variations.
Conclusions:
- Neuroimaging can differentiate MDE subtypes and identify biological markers of disease.
- Elevated MAO-A binding represents a potential biomarker for MDE and at-risk individuals.
- Further occupancy studies are essential for accelerating the development of effective depression therapeutics.
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