Observational studyJAMA psychiatry2023
Association of Treatment-Resistant Depression With Patient Outcomes and Health Care Resource Utilization in a Population-Wide Study.
Observational study in JAMA psychiatry, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06101914 (Evaluating the Occurrence of Engagement Patterns and Participation Trends Among Patients in Treatment Resistant Depression), which is not on this map. Cited by 79 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Evaluating the Occurrence of Engagement Patterns and Participation Trends Among Patients in Treatment Resistant Depression
Who cites it
79 citing papers in PubMed, 5 syntheses or guidelines pooled it, 125 citations in OpenAlex.
- Is the antidepressant efficacy of ketamine and esketamine mediated via opioid mechanisms?European psychiatry : the journal of the Association of European Psychiatrists · 2026Pooled it
- Long-Term Psychodynamic Psychotherapy for Depression: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.Depression and anxiety · 2026Pooled it
- Genome-wide association meta-analysis and rare copy number variant analysis of treatment-resistant depression.Molecular psychiatry · 2025Pooled it
- Cost-effectiveness and threshold analysis of deep brain stimulation vs. treatment-as-usual for treatment-resistant depression.Translational psychiatry · 2024Pooled it
- miRNAs in treatment-resistant depression: a systematic review.Molecular biology reports · 2024Pooled it
- Electroconvulsive therapy induces rapid microstructural and macrostructural changes, but microstructural changes are longer-lasting.European archives of psychiatry and clinical neuroscience · 2026Trial
- Efficacy and Safety of Psilocybin in Treatment-Resistant Major Depression: The EPISODE Randomized Clinical Trial.JAMA psychiatry · 2026Trial
- Short-Term and Late-Term Effects of Psilocybin on Symptoms in Major Depression: A Randomized Clinical Trial.JAMA network open · 2026Trial
- Durability of the benefit of vagus nerve stimulation in markedly treatment-resistant major depression: a RECOVER trial report.The international journal of neuropsychopharmacology · 2026Trial
- ANK3 as a Novel Genetic Biomarker for Liafensine in Treatment-Resistant Depression: The ENLIGHTEN Randomized Clinical Trial.JAMA psychiatry · 2025Trial
- Effects of the KCNQ (Kv7) Channel Opener Ezogabine on Resting-State Functional Connectivity of Striatal Brain Reward Regions, Depression, and Anhedonia in Major Depressive Disorder: Results From a Randomized Controlled Trial.Biological psychiatry · 2025Trial
- A network-based analysis anticipates time to recovery from major depression revealing a plasticity by context interplay.Translational psychiatry · 2025Trial
- Esketamine nasal spray versus quetiapine XR in adults with treatment-resistant depression: a secondary analysis of the ESCAPE-TRD randomized clinical trial.CNS spectrums · 2025Trial
- Ketamine vs Electroconvulsive Therapy for Treatment-Resistant Depression: A Secondary Analysis of a Randomized Clinical Trial.JAMA network open · 2024Trial
- Accelerated TMS is associated with changes of subgenual cingulate-default mode network coupling in depression: an observational 7 Tesla fMRI study.European archives of psychiatry and clinical neuroscience · 2026Article
- Treatment-resistant Depression in the Post-ketamine Era: Unmet Needs beyond Rapid Response.Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology · 2026Review
- Real-World Effectiveness and Safety of Esketamine Nasal Spray in Treatment-Resistant Depression: A Retrospective Observational Study.Healthcare (Basel, Switzerland) · 2026Article
- Measuring Depression Severity With Clinical Global Impression-Severity Scale Scores From Clinical Notes Using Large Language Models: Validation Study.JMIR formative research · 2026Article
- Depression and increased cancer risk: a 10-year population-based cohort study.Social psychiatry and psychiatric epidemiology · 2026Article
- A Longitudinal Study on Predicting Treatment Response in Depression Using Self-Reported Symptoms.Journal of Korean medical science · 2026Article
19 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: The totality of the societal and individual impact of treatment-resistant depression (TRD) is unknown, as is the potential to prognosticate TRD. The generalizability of many observational studies on TRD is limited. Objective: To estimate the burden of TRD in a large population-wide cohort in an area with universal health care by including data from both health care types (psychiatric and nonpsychiatric) and, further, to develop a prognostic model for clinical use. Design, Setting, and Participants: This cohort study, a population-based observational study, assessed data from the Stockholm MDD Cohort for episodes of major depressive disorder (MDD) between 2010 and 2017 that fulfilled predefined criteria for TRD (≥3 consecutive antidepressant treatments). Data analysis was performed from August 2020 to May 2022. Main Outcomes and Measures: Outcomes were psychiatric and nonpsychiatric comorbid conditions, antidepressant treatments, health care resource utilization, lost workdays, all-cause mortality, and intentional self-harm and, in the prognostic model, TRD. Results: A total of 158 169 unipolar MDD episodes (in 145 577 patients) were identified between January 1, 2012, and December 31, 2017 (64.7% women; median [IQR] age, 42 years [30-56]). Of these, 12 793 episodes (11%) fulfilled criteria for TRD. The median (IQR) time from the start of MDD episode to TRD was 552 days (294-932). Selective serotonin reuptake inhibitor was the most common class of antidepressant treatment in all treatment steps, and 5907 patients (46.2%) received psychotherapy at some point before initiation of the third pharmacological antidepressant treatment. Compared with matched non-TRD episodes, TRD episodes had more inpatient bed-days (mean, 3.9 days; 95% CI, 3.6-4.1, vs 1.3 days; 95% CI, 1.2-1.4) and more lost workdays (mean, 132.3 days; 95% CI, 129.5-135.1, vs 58.7 days; 95% CI, 56.8-60.6) 12 months after the index date. Anxiety, stress, sleep disorder, and substance use disorder were all more common comorbid conditions in TRD episodes. Intentional self-harm was more than 4 times more common in TRD episodes. The all-cause mortality rate for patients with MDD with TRD episodes was 10.7/1000 person-years at risk, compared with 8.7/1000 person-years at risk for patients with MDD without TRD episodes (hazard ratio, 1.23; 95% CI, 1.07-1.41). Median time from start of the first antidepressant treatment to start of the second, and from start of the second antidepressant treatment to start of the third, was 165 and 197 days, respectively. The severity of MDD, defined using the self-rating Montgomery-Åsberg Depression Rating Scale (MADRS-S) at time of MDD diagnosis, was found to be the most important prognostic factor for TRD (C index = 0.69). Conclusions and Relevance: In this cohort study, TRD was a common variant of MDD when including patients from both health care types, which is associated with a high disease burden for both patients and society. The median time between initiation of new antidepressant treatments was longer than recommended in current treatment guidelines, suggesting room for more structured and timely depression care.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.