[HTML][HTML] Risk factors for relapse and recurrence of depression in adults and how they operate: A four-phase systematic review and meta-synthesis

JEJ Buckman, A Underwood, K Clarke… - Clinical psychology …, 2018 - Elsevier
Purpose To review and synthesise prognostic indices that predict subsequent risk,
prescriptive indices that moderate treatment response, and mechanisms that underlie each …

[HTML][HTML] An umbrella review of candidate predictors of response, remission, recovery, and relapse across mental disorders

M Solmi, S Cortese, G Vita, M De Prisco, J Radua… - Molecular …, 2023 - nature.com
We aimed to identify diagnosis-specific/transdiagnostic/transoutcome multivariable
candidate predictors (MCPs) of key outcomes in mental disorders. We conducted an …

The promise of machine learning in predicting treatment outcomes in psychiatry

AM Chekroud, J Bondar, J Delgadillo… - World …, 2021 - Wiley Online Library
For many years, psychiatrists have tried to understand factors involved in response to
medications or psychotherapies, in order to personalize their treatment choices. There is …

[HTML][HTML] Psilocybin with psychological support for treatment-resistant depression: six-month follow-up

RL Carhart-Harris, M Bolstridge, CMJ Day, J Rucker… - …, 2018 - Springer
Rationale Recent clinical trials are reporting marked improvements in mental health
outcomes with psychedelic drug-assisted psychotherapy. Objectives Here, we report on …

Ketamine and the neurobiology of depression: Toward next-generation rapid-acting antidepressant treatments

JH Krystal, AP Kaye, S Jefferson… - Proceedings of the …, 2023 - National Acad Sciences
Ketamine has emerged as a transformative and mechanistically novel pharmacotherapy for
depression. Its rapid onset of action, efficacy for treatment-resistant symptoms, and …

[HTML][HTML] Modern views of machine learning for precision psychiatry

ZS Chen, IR Galatzer-Levy, B Bigio, C Nasca, Y Zhang - Patterns, 2022 - cell.com
In light of the National Institute of Mental Health (NIMH)'s Research Domain Criteria (RDoC),
the advent of functional neuroimaging, novel technologies and methods provide new …

[HTML][HTML] Ketamine and rapid antidepressant action: new treatments and novel synaptic signaling mechanisms

JH Krystal, ET Kavalali, LM Monteggia - Neuropsychopharmacology, 2024 - nature.com
Ketamine is an open channel blocker of ionotropic glutamatergic N-Methyl-D-Aspartate
(NMDA) receptors. The discovery of its rapid antidepressant effects in patients with …

Association analysis of gut microbiota and efficacy of SSRIs antidepressants in patients with major depressive disorder

M Gao, H Tu, P Liu, Y Zhang, R Zhang, L Jing… - Journal of Affective …, 2023 - Elsevier
Background Relevant studies have shown that gut microbiome plays an important role in the
occurrence, development and treatment of major depressive disorder (MDD). Many studies …

The cost-effectiveness of cognitive behavioral therapy versus second-generation antidepressants for initial treatment of major depressive disorder in the United States …

EL Ross, S Vijan, EM Miller, M Valenstein… - Annals of internal …, 2019 - acpjournals.org
Background: Most guidelines for major depressive disorder recommend initial treatment with
either a second-generation antidepressant (SGA) or cognitive behavioral therapy (CBT) …

Rising early warning signals in affect associated with future changes in depression: a dynamical systems approach

JE Curtiss, D Mischoulon, LB Fisher, C Cusin… - Psychological …, 2023 - cambridge.org
Background Predicting future states of psychopathology such as depressive episodes has
been a hallmark initiative in mental health research. Dynamical systems theory has …