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      Predictors of Response to Ketamine in Treatment Resistant Major Depressive Disorder and Bipolar Disorder

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          Abstract

          Objectives: Extant evidence indicates that ketamine exerts rapid antidepressant effects in treatment-resistant depressive (TRD) symptoms as a part of major depressive disorder (MDD) and bipolar disorder (BD). The identification of depressed sub-populations that are more likely to benefit from ketamine treatment remains a priority. In keeping with this view, the present narrative review aims to identify the pretreatment predictors of response to ketamine in TRD as part of MDD and BD. Method: Electronic search engines PubMed/MEDLINE, ClinicalTrials.gov, and Scopus were searched for relevant articles from inception to January 2018. The search term ketamine was cross-referenced with the terms depression, major depressive disorder, bipolar disorder, predictors, and response and/or remission. Results: Multiple baseline pretreatment predictors of response were identified, including clinical (i.e., Body Mass Index (BMI), history of suicide, family history of alcohol use disorder), peripheral biochemistry (i.e., adiponectin levels, vitamin B12 levels), polysomnography (abnormalities in delta sleep ratio), neurochemistry (i.e., glutamine/glutamate ratio), neuroimaging (i.e., anterior cingulate cortex activity), genetic variation (i.e., Val66Met BDNF allele), and cognitive functioning (i.e., processing speed). High BMI and a positive family history of alcohol use disorder were the most replicated predictors. Conclusions: A pheno-biotype of depression more, or less likely, to benefit with ketamine treatment is far from complete. Notwithstanding, metabolic-inflammatory alterations are emerging as possible pretreatment response predictors of depressive symptom improvement, most notably being cognitive impairment. Sophisticated data-driven computational methods that are iterative and agnostic are more likely to provide actionable baseline pretreatment predictive information.

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          Most cited references47

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          Interleukin (IL)-6, tumour necrosis factor alpha (TNF-α) and soluble interleukin-2 receptors (sIL-2R) are elevated in patients with major depressive disorder: a meta-analysis and meta-regression.

          Many studies have explored the association between soluble interleukin-2 receptor (sIL-2R), cytokines and major depressive disorder (MDD). However, the results of these studies were not consistent. The aim of our study is to compare the levels of sIL-2R and cytokines in the blood between MDD patients and controls by a meta-analysis and to identify moderators accounting for potential heterogeneity in the levels of sIL-2R and cytokines in MDD patients versus controls by meta-regression analyses. A comprehensive literature search was performed to identify studies comparing the levels of sIL-2R and cytokines between MDD patients and controls. We pooled the effect sizes for standardized mean differences (SMD) of the levels of sIL-2R and cytokines. We also performed meta-regression and sensitivity analyses to investigate the roles of age, gender, sample type, ethnic origin and selected studies' quality in explaining potential heterogeneity and differences in results respectively. Twenty-nine studies were selected for this analysis. The levels of sIL-2R, TNF-α and IL-6 in MDD patients were significantly higher than those of healthy controls (SMD=0.555, p<0.001, SMD=0.567, p=0.010; SMD=0.680, p<0.001). Mean age of all subjects was a significant moderator to explain the high heterogeneity of IL-6. Sensitivity analysis found that European but not non-European subjects have higher levels difference of sIL-2R, TNF-α and IL-1β between MDD patients and controls. The severity of MDD was not considered. The blood levels of sIL-2R, TNF-α and IL-6 were significantly higher in MDD patients than controls. Age, samples source and ethnic origins may play a potential role in heterogeneity. Copyright © 2011 Elsevier B.V. All rights reserved.
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            New approaches to antidepressant drug discovery: beyond monoamines.

            All available antidepressant medications are based on serendipitous discoveries of the clinical efficacy of two classes of antidepressants more than 50 years ago. These tricyclic and monoamine oxidase inhibitor antidepressants were subsequently found to promote serotonin or noradrenaline function in the brain. Newer agents are more specific but have the same core mechanisms of action in promoting these monoamine neurotransmitters. This is unfortunate, because only approximately 50% of individuals with depression show full remission in response to these mechanisms. This review summarizes the obstacles that have hindered the development of non-monoamine-based antidepressants, and provides a progress report on some of the most promising current strategies.
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              The Effect of a Single Dose of Intravenous Ketamine on Suicidal Ideation: A Systematic Review and Individual Participant Data Meta-Analysis

              Objective Suicide is a public health crisis with limited treatment options. We conducted a systematic review and individual participant data meta-analysis examining the effects of a single dose of ketamine on suicidal ideation. Method Individual participant data were obtained from 10 of 11 identified comparison intervention studies (using either saline or midazolam as control). The analysis included only participants with suicidal ideation at baseline (n=167). A one-stage, individual participant data, meta-analytic procedure was employed using a mixed-effects, multilevel, general linear model. The primary outcome measures were the suicide items from clinician-administered (Montgomery-Asberg Depression Rating Scale (MADRS) or Hamilton Depression Rating Scale (HAM-D)) and self-reported scales (Quick Inventory of Depressive Symptomatology-Self Report (QIDS-SR) or Beck Depression Inventory (BDI)), obtained for up to one week post-ketamine administration. Results Ketamine rapidly reduced (one day) suicidal ideation on both the clinician-administered (p<0.001) and self-reported outcome measures (p<0.001). Effect sizes were moderate-to-large (Cohen’s d=0.51–0.85) at all time points post-dose. Sensitivity analysis demonstrated that, compared to controls, ketamine had significant benefits on the individual suicide items of the MADRS, HAM-D, and QIDS-SR (all p<0.001) but not on the BDI (p=0.080). Ketamine’s effect on suicidal ideation remained significant after adjusting for concurrent changes in severity of depressive symptoms. Conclusions Ketamine rapidly reduced suicidal thoughts within one day and for up to one week in depressed patients with suicidal ideation. Ketamine’s effects on suicidal ideation were partially independent of its effects on mood, though subsequent trials in transdiagnostic samples are required to confirm that ketamine exerts a specific effect on suicidal ideation. Additional research on ketamine’s long-term safety and its efficacy in reducing suicide risk is needed before clinical implementation.
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                Author and article information

                Journal
                Int J Environ Res Public Health
                Int J Environ Res Public Health
                ijerph
                International Journal of Environmental Research and Public Health
                MDPI
                1661-7827
                1660-4601
                17 April 2018
                April 2018
                : 15
                : 4
                : 771
                Affiliations
                [1 ]Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, ON MT5 2S8, Canada; carola.rong@ 123456gmail.com (C.R.); caroline.park@ 123456mail.utoronto.ca (C.P.); joshua.rosenblat@ 123456uhn.ca (J.D.R.); mehala.subram@ 123456uhn.ca (M.S.); hannahzuckerman2@ 123456gmail.com (H.Z.); dominikafus@ 123456icloud.com (D.F.); yenalee.lee@ 123456mail.utoronto.ca (Y.L.L.); danny.pan@ 123456mail.utoronto.ca (Z.P.); elisabrietzke@ 123456hotmail.com (E.B.); rodrigomansur71@ 123456uol.com.br (R.B.M.); cha.danielle@ 123456gmail.com (D.S.C.); leanna.lui19@ 123456gmail.com (L.M.W.L.)
                [2 ]Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A8, Canada
                [3 ]Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
                [4 ]Department of Psychiatry, Federal University of São Paulo, São Paulo 05403-903, Brazil
                [5 ]Department of Pharmacology, University of Toronto, 399 Bathurst Street, Toronto, ON M5T 2S8, Canada
                Author notes
                [* ]Correspondence: Roger.McIntyre@ 123456uhn.ca ; Tel.: +416-603-5279; Fax: +416-603-5368
                Author information
                https://orcid.org/0000-0002-1408-4968
                Article
                ijerph-15-00771
                10.3390/ijerph15040771
                5923813
                29673146
                0178a08d-0a70-4055-90bd-21316211d362
                © 2018 by the authors.

                Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( http://creativecommons.org/licenses/by/4.0/).

                History
                : 28 February 2018
                : 12 April 2018
                Categories
                Article

                Public health
                ketamine,depression,mdd,response,predictors,remission
                Public health
                ketamine, depression, mdd, response, predictors, remission

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