Background: Although there are many treatment options available for depression, a large portion of patients with depression are diagnosed with treatment-resistant depression (TRD), which is characterized by an inadequate response to antidepressant treatment. Identifying the TRD population is crucial in terms of saving time and resources in depression treatment. Recently several studies employed various methods on EEG datasets for automatic depression detection or treatment outcome prediction. However, no previous study has used the deep learning (DL) approach and EEG signals for detecting treatment resistance. Method: 77 patients with TRD, 43 patients with non-TRD, and 40 healthy controls were compared using GoogleNet convolutional neural network and DL on EEG data. Additionally, Class Activation Maps (CAMs) acquired from the TRD and non-TRD groups were used to obtain distinctive regions for classification. Results: GoogleNet classified the healthy controls and non-TRD group with 88.43%, the healthy controls and TRD subjects with 89.73%, and the TRD and non-TRD group with 90.05% accuracy. The external validation accuracy for the TRD-non-TRD classification was 73.33%. Finally, the CAM analysis revealed that the TRD group contained dominant features in class detection of deep learning architecture in almost all electrodes. Limitations: Our study is limited by the moderate sample size of clinical groups and the retrospective nature of the study. Conclusion: These findings suggest that EEG-based deep learning can be used to classify treatment resistance in depression and may in the future prove to be a useful tool in psychiatry practice to identify patients who need more vigorous intervention.

Randomized controlled trials have reported psychoanalytic psychotherapy to improve longer-term post-treatment outcomes in patients with treatment-resistant depression. In this case study, we examine the therapy process of a female trial participant diagnosed with treatment-resistant depression. Structured clinical assessments indicated that the patient\'s level of depression remained unchanged during and after treatment. Over the course of the therapy, she repeatedly broke away from important others and finally also from the therapy itself, which we linked to the impact of earlier experiences of abandonment on her internal world. In the discussion, we present a variety of reflections that were put forward by the authors during a series of case discussion meetings. Some of these reflections relate to how the inner world of this patient might have triggered a negative therapeutic reaction and a destructive pattern of repetition. The interpretative stance, in which the therapist interpreted this reaction as indicative of a psychic conflict and linked this conflict to the therapeutic relationship, seemed to be experienced by the patient as unhelpful and persecutory. Other elements that were brought up include basic distrust, lack of symbolization and trauma in the patient, as well as the constraints of the research context.

UNASSIGNED: ESKALE is a French, multicentre, observational study of adults with treatment-resistant depression (TRD) treated with esketamine. This interim analysis describes baseline demographic and clinical characteristic evolution in patients included and treated from early access program to post-marketing launch.
UNASSIGNED: Data were collected from medical records and included patient characteristics, disease history at esketamine initiation, use of neurostimulation, the patient\'s care pathway, and the number of antidepressant treatment lines prescribed prior to esketamine initiation. Descriptive statistics were used for each cohort: the early access program \'Temporary Authorisation for Use\' (ATU), post-ATU, and post-launch cohorts.
UNASSIGNED: The overall ESKALE cohort (N = 160 included; n = 157 treated with esketamine; average age 49.0 years; 66.2% female) demonstrated moderate-to-severe depression according to clinical assessment and a mean Montgomery-Åsberg Depression Rating Scale score of 32.6 (8.0); however, severity, subtype, and comorbidities were heterogeneous across the cohorts. Earlier use of esketamine and prior to alternative treatments occurred during the later cohorts.
UNASSIGNED: These findings demonstrated a high burden of TRD in these patients and that esketamine is used in TRD treatment regardless of their disease severity, subtype, or existing comorbidities. These results also suggest that esketamine is potentially a clinically useful alternative treatment, particularly with healthcare professionals gaining greater familiarity with and easier access to esketamine.
ESKALE is a long-term, French, multicentre, observational study based on secondary data in adult patients with treatment-resistant depression (TRD) who initiated esketamine treatment in one of three mutually exclusive cohorts: the Temporary Authorisation for Use (ATU), post-ATU, and post-launch cohorts.ESKALE is one of the largest European real-world studies investigating the profiles of more than 150 patients and their treatment with esketamine before and after marketing authorisation.A majority of patients had moderate to severe TRD, with multiple treatment failures with medications and/or neurostimulation prior to esketamine initiation.Esketamine nasal spray administration was undertaken more frequently in an outpatient setting, with the post-administration period monitoring being undertaken mostly by nurses.Esketamine was used in patients with TRD in real-world conditions regardless of their disease severity and subtype or existing comorbidities.These results highlight both the need for an effective treatment for TRD and the adoption of esketamine by multidisciplinary teams that are involved in esketamine prescription and administration.

OBJECTIVE: To describe the quality of life and clinical characteristics of treatment-resistant depression (TRD) patients in an Australian patient cohort recruited cross-sectionally during admission.
METHODS: Inpatients admitted for TRD treatment completed a quality of life questionnaire (AQoL-8D) and a depression severity assessment (HAM-D). A chart review and patient interview occurred for demographic and patient characteristics. Comparisons between the mean AQoL-8D scores of the study population and Australian population norms occurred.
RESULTS: 79 TRD inpatients (70.9% female), mean age of 44.8 ± 14.9 years, were recruited, with 78.5% having an anxiety disorder, 48.1% post-traumatic stress disorder, and 30.4% a personality disorder. Adjunctive to antidepressants, 92.4% were taking antipsychotics and 55.7% were taking mood stabilisers. Approximately 42% of patients received transcranial magnetic stimulation, and 35.4% received electroconvulsive therapy. Mean HAM-D score was 20.3 ± 5.2, and AQoL-8D score (120.1 ± 16.5) was significantly higher than Australian population norms (p < .001) indicating reduced quality of life.
CONCLUSIONS: Personal and clinical characteristics of patients hospitalised for TRD were similar to TRD globally with impaired quality of life relative to the general Australian population. TRD patients on average presented with moderate/severe depression, highlighting the need for greater support for these individuals.

Alterations in commensal gut microbiota, such as butyrate-producing bacteria and its metabolites, have been linked to stress-related brain disorders, including depression. Herein, we investigated the effect of Faecalibacterium prausnitzii (ATCC-27766) administered along with fructooligosaccharides (FOS) and galactooligosaccharides (GOS) in a rat model of treatment-resistant depression (TRD). The behavioral changes related to anxiety-, anhedonia- and despair-like phenotypes were recorded employing elevated plus maze, sucrose-preference test, and forced-swim test, respectively. Rats exposed to unpredictable chronic mild-stress (UCMS) and adrenocorticotropic hormone (ACTH) injections exhibited a TRD-like phenotype. Six-week administration of F. prausnitzii and FOS + GOS ameliorated TRD-like conditions in rats. This synbiotic treatment also restored the decreased levels of short-chain fatty acids (SCFAs) such as acetate, propionate, and butyrate in the fecal samples of TRD rats. Synbiotic-recipient TRD rats displayed an increased abundance of Lactobacillus helveticus, Lactobacillus hamsteri, and Ruminococcus flavefaciens. Moreover, more mucus-producing goblet cells were seen in the colon of synbiotic-treated rats, suggesting improved gut health. The synbiotic treatment effectively modulated neuroinflammation by reducing proinflammatory cytokines (IFN-γ, TNF-α, CRP, and IL-6). It normalized the altered levels of key neurotransmitters such as serotonin, gamma-aminobutyric acid, noradrenaline, and dopamine in the hippocampus and/or frontal cortex. The enhanced expression of brain-derived neurotrophic factor, tryptophan hydroxylase 1, and serotonin transporter-3 (SERT-3), and reduced levels of indoleamine 2,3-dioxygenase 1 (IDO-1) and kynurenine metabolite were observed in the synbiotic-treated group. We suggest that F. prausnitzii and FOS + GOS-loaded synbiotic may reverse the TRD-like symptoms in rats by positively impacting gut health, neuroinflammation, neurotransmitters, and gut microbial composition.

BACKGROUND: This study examines self-reported sleep alterations in treatment-resistant depression (TRD) inpatients following intravenous ketamine administration.
METHODS: This is a post-hoc analysis of a naturalistic observational study, which enrolled 28 inpatients with treatment-resistant major depressive disorder and analyzed self-reported sleep changes (items 1-4; \'insomnia\', \'nighttime restlessness\', \'early morning waking\', \'hypersomnia\') in Inventory of Depressive Symptomatology 30-item (IDS SR-30) in responders and non-responders stratified per Montgomery-Åsberg Depression Rating Scale (MADRS) during short-term ketamine treatment.
RESULTS: Responders, as well as non-responders, did not experience significant changes in IDS SR-30 sleep items (\'insomnia\', \'nighttime restlessness\', \'early morning waking\', \'hypersomnia\') (p\'s > 0.05) at 7-day follow-up after eight intravenous ketamine infusions as compared to baseline.
CONCLUSIONS: Neither responders, nor non-responders reported any significant alterations in sleep patterns during ketamine infusions. These findings are not in line with current literature, as so far modest improvements in sleep during ketamine treatment have been reported. Results should be interpreted with caution, primarily due to the small sample size.

Current pharmacological treatments for major depressive disorder (MDD) are often only partially effective, with many patients experiencing no significant benefit, leading to treatment-resistant depression (TRD). Psilocybin, a classical serotonergic psychedelic, has emerged as a notable emerging treatment for such disorders. The aim of this systematic review and meta-analysis is to summarize and discuss the most recent evidence about the therapeutic effects of single-dose and two-dose psilocybin administration on the severity of depressive symptoms, as well as compare the efficacy of these interventions among patients with a primary diagnosis of MDD or TRD. Articles were collected from EBSCOhost and PubMed following the PRISMA guidelines, yielding 425 articles with 138 duplicates. After screening 287 records, 12 studies met the eligibility criteria and were included in the review. A quantitative analysis of the studies indicates that psilocybin is highly effective in reducing depressive symptoms severity among patients with primary MDD or TRD. Both single-dose and two-dose psilocybin treatments significantly reduced depressive symptoms severity, with two-dose administration sometimes yielding more pronounced and lasting effects. However, it is unclear if this was solely due to dosage or other factors. Future research should include standardized trials comparing these dosing strategies to better inform clinical practice.

BACKGROUND: Treatment-resistant depression (TRD) affects about 30% of individuals with major depressive disorder. Deep brain stimulation (DBS) is an investigational intervention for TRD with varied results. We undertook this meta-analysis to synthesize outcome data across trial designs, anatomical targets, and institutions to better establish efficacy and side effect profiles.
METHODS: We conducted a systematic PubMed review following PRISMA guidelines. Seven randomized-controlled trials (n=198) and eight open-label trials (n=77) were included, spanning 2009-2020. Outcome measures included Hamilton Depression Rating Scale or Montgomery-Åsberg Depression Rating Scale scores, as well as response and remission rates over time. Outcomes were tracked at last follow-up and quantified as a time course using model-based network meta-analysis. Linear mixed models were fit to individual patient data to identify covariates.
RESULTS: DBS achieved 47% improvement in long-term depression scale scores, with an estimated time to reach 50% improvement around 23 months. There were no significant subgroup effects of stimulation target, time of last follow-up, sex, age of disease onset, or duration of disease, but open-label trials showed significantly greater treatment effects compared to randomized controlled trials. Long-term (12-60 month) response and remission rates were 48% and 35%, respectively. The time course of improvement with active stimulation could not be adequately distinguished from that with sham stimulation, when available.
CONCLUSIONS: DBS produces significant chronic improvement in symptoms of TRD. The limited sham-controlled data, however, does not demonstrate significant improvement over placebo. Future advancements in stimulation optimization and careful blinding and placebo schemes are important next steps for this therapy.

Treatment-resistant depression (TRD) occurs in almost 50% of the depressed patients. Central kappa opioid receptor (KOR) agonism has been demonstrated to induce depression and anxiety, while KOR antagonism alleviates depression-like symptoms in rodent models and TRD in clinical studies. Previously, we have shown that sustained KOR activation leads to a TRD-like phenotype in mice, and modulation of brain-derived neurotrophic factor (BDNF) expression in the prefrontal cortex (PFC) appears to be one of the molecular determinants of the antidepressant response. In the present study, we observed that sustained KOR activation by a selective agonist, U50488, selectively reduced the levels of Bdnf transcripts II, IV, and Bdnf CDS (protein-coding Exon IX) in the PFC and cultured primary cortical neurons, which was blocked by selective KOR antagonist, norbinaltorphimine. Considering the crucial role of epigenetic pathways in BDNF expression, we further investigated the role of various epigenetic markers in KOR-induced BDNF downregulation in mice. We observed that treatment with U50488 resulted in selective and specific downregulation of acetylation at the ninth lysine residue of the histone H3 protein (H3K9ac) and upregulation of histone deacetylase 5 (HDAC5) expression in the PFC. Further, using anti-H3K9ac and anti-HDAC5 antibodies in the chromatin immune precipitation assay, we detected decreased enrichment of H3K9ac and increased HDAC5 binding at Bdnf II and IV transcripts after U50488 treatment, which were blocked by a selective KOR antagonist, norbinaltorphimine. Further mechanistic studies using HDAC5 selective inhibitor, LMK235, in primary cortical neurons and adeno-associated viral shRNA-mediated HDAC5-knockdown in the PFC of mice demonstrated an essential role of HDAC5 in KOR-mediated reduction of Bdnf expression in the PFC and in depression-like symptoms in mice. These results suggest that KOR engages multiple pathways to induce depression-like symptoms in mice and provide novel insights into the mechanisms by which activation of KOR regulates major depressive disorders.

BACKGROUND: Sex- and age-dependent outcome differences have been observed in treatment of Major Depressive Disorder (MDD), including 10 Hz repetitive Transcranial Magnetic Stimulation (rTMS). We examined whether there are sex- and age-dependent differences in outcome with intermittent Theta Burst Stimulation (iTBS), another rTMS protocol.
METHODS: The relationship between biological sex, age, and treatment outcome was retrospectively examined among 414 patients with MDD treated with 10 Hz or iTBS rTMS. Linear mixed-effects modeling was used to examine the association between treatment and change in the 30-item Inventory of Depressive Symptomatology Self-Report (IDS-SR30) score from baseline to treatments 10 and 30, with biological sex (M/F), protocol (iTBS/10 Hz), age (≥/<50 years old), and time (treatment 1/10/30) included as fixed effects. The three-way sex-protocol-time and age-protocol-time interactions were used to determine any differential relationships between protocol and outcome dependent on sex and age. Post-hoc t-tests were conducted to examine differences in improvement.
RESULTS: There was a significant three-way sex-protocol-time interaction at treatments 10 (p = 0.016) and 30 (p = 0.031). Males showed significantly greater improvement with iTBS than females at treatments 10 (p = 0.041) and 30 (p = 0.035), while females showed numerically greater improvement with 10 Hz treatment. While there was not a significant three-way age-protocol-time interaction, there was a significant interaction between age (≥50 years old) and time at treatments 10 (p = 0.007) and 30 (p = 0.042), and among age, sex, and time at treatment 30 (p = 0.028).
CONCLUSIONS: Retrospective naturalistic treatment protocol.
CONCLUSIONS: iTBS appeared less efficacious in females than in males, and rTMS overall was more efficacious in patients over fifty, particularly females.