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A Promising New Strategy to Improve Treatment Outcomes for Patients with Depression
George Carpenter1, Henry T Harbin2, Robin L Smith1
11 MYnd Analytics, Mission Viejo, California.
Population Health Management
|August 30, 2018
Summary
Electroencephalogram (EEG) biomarkers can predict patient response to antidepressants, reducing trial-and-error prescribing for mental illness. The Psychiatric EEG Evaluation Registry (PEER) database shows promise for personalized psychiatric treatment.
Area of Science:
- Neuroscience
- Psychiatry
- Medical Informatics
Background:
- Ineffective management of mental illness impacts individuals and society.
- A lack of objective markers for predicting drug response leads to "trial and error" prescribing in behavioral health.
- Clinicians seek objective data, like laboratory or imaging tests, to guide treatment selection.
Purpose of the Study:
- To evaluate the utility of Electroencephalogram (EEG) findings combined with medication outcomes data in predicting patient response to psychiatric medications.
- To assess the effectiveness of the Psychiatric EEG Evaluation Registry (PEER) database in providing objective markers for treatment selection.
Main Methods:
- Utilized a "crowdsourced" physician registry approach, similar to cancer treatment strategies.
- Leveraged the Psychiatric EEG Evaluation Registry (PEER), a clinical phenotypic database containing over 11,000 baseline EEGs and 39,000 medication treatment outcomes.
- Analyzed data from 45 studies involving 3130 patients.
Main Results:
- Collective findings provide compelling evidence for EEG as a predictor of patient response to specific antidepressants.
- EEG findings, within the PEER database, can predict likely treatment-related side effects, including suicidal ideation.
- PEER demonstrates a simple, inexpensive method for predicting medication response in mental health.
Conclusions:
- Electroencephalogram (EEG) biomarkers, as utilized in the PEER database, offer a viable solution to "trial and error" prescribing in mental health.
- Objective EEG data can significantly improve the medical management of patients with mental illness.
- The PEER approach represents a promising advancement in personalized psychiatric care, enhancing patient well-being and health outcomes.
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