1. At-home, telehealth-supported ketamine treatment for depression: Findings from longitudinal, machine learning and symptom network analysis of real-world data.
- Author
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Mathai DS, Hull TD, Vando L, and Malgaroli M
- Subjects
- Humans, Male, Female, Longitudinal Studies, Adult, Middle Aged, Depression drug therapy, Treatment Outcome, Depressive Disorder, Major drug therapy, Ketamine administration & dosage, Ketamine therapeutic use, Ketamine adverse effects, Telemedicine, Machine Learning, Antidepressive Agents therapeutic use, Antidepressive Agents administration & dosage
- Abstract
Background: Improving safe and effective access to ketamine therapy is of high priority given the growing burden of mental illness. Telehealth-supported administration of sublingual ketamine is being explored toward this goal., Methods: In this longitudinal study, moderately-to-severely depressed patients received four doses of ketamine at home over four weeks within a supportive digital health context. Treatment was structured to resemble methods of therapeutic psychedelic trials. Patients receiving a second course of treatment were also examined. Symptoms were assessed using the Patient Health Questionnaire (PHQ-9) for depression. We conducted preregistered machine learning and symptom network analyses to investigate outcomes (osf.io/v2rpx)., Results: A sample of 11,441 patients was analyzed, demonstrating a modal antidepressant response from both non-severe (n = 6384, 55.8 %) and severe (n = 2070, 18.1 %) baseline depression levels. Adverse events were detected in 3.0-4.8 % of participants and predominantly neurologic or psychiatric in nature. A second course of treatment helped extend improvements in patients who responded favorably to initial treatment. Improvement was most strongly predicted by lower depression scores and age at baseline. Symptoms of Depressed mood and Anhedonia sustained depression despite ongoing treatment., Limitations: This study was limited by the absence of comparison or control groups and lack of a fixed-dose procedure for ketamine administration., Conclusions: At-home, telehealth-supported ketamine administration was largely safe, well-tolerated, and associated with improvement in patients with depression. Strategies for combining psychedelic-oriented therapies with rigorous telehealth models, as explored here, may uniquely address barriers to mental health treatment., Competing Interests: Declaration of competing interest David S. Mathai and Matteo Malgaroli have no relevant commercial or financial relationships to disclose. Thomas D. Hull received minor consulting fees from Mindbloom. Leonardo Vando is an employee of Mindbloom. Data for this research were provided by the online medical service, which had no involvement in the study design or formal analysis for this manuscript., (Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.)
- Published
- 2024
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