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Miggiels M, Ten Klooster P, Beekman A, Bremer S, Dekker J, Janssen C, van Dijk MK. The D*Phase-study: Comparing short-term psychodynamic psychotherapy and cognitive behavioural therapy for major depressive disorder in a randomised controlled non-inferiority trial. J Affect Disord 2025; 371:344-351. [PMID: 39486646 DOI: 10.1016/j.jad.2024.10.122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 10/24/2024] [Accepted: 10/28/2024] [Indexed: 11/04/2024]
Abstract
BACKGROUND Given both the large volume and manifold preferences of patients with depression, the availability of various effective treatments is important. Psychodynamic psychotherapy (PDT) has received less research in comparison to cognitive behavioural therapy (CBT) for major depressive disorder (MDD). This study aimed to establish whether short-term psychodynamic supportive psychotherapy (SPSP) is non-inferior to CBT in the treatment of MDD. METHODS A non-inferiority trial was conducted in a Dutch mental health setting, with 290 patients randomised to receive 16 sessions of either CBT or SPSP, over eight weeks. Primary outcome was depressive symptom severity assessed using the self-rated Inventory of Depressive Symptomatology (IDS-SR). The non-inferiority margin was prespecified as a - 5 post-treatment difference on the IDS-SR. Secondary outcome measures were functional impairment caused by symptoms assessed using the Sheehan disability scale (SDS), and wellbeing measured by the Mental Health Continuum-Short Form (MHC-SF). RESULTS Both intention-to-treat (baseline-adjusted mean difference 1.62, 95 % CI -1.82 to 5.05) and per-protocol analyses (mean difference 2.54; 95 % CI -0.63 to 5.72) showed SPSP to be non-inferior to CBT in reducing depressive symptoms. SPSP showed slightly but significantly higher remission rates and wellbeing scores. LIMITATIONS Patients opting for other therapies or medication did not take part in the trial. Follow-up measures or clinician-rated questionnaires were not included. CONCLUSIONS The findings support SPSP as a viable treatment option for MDD, expanding the available choices for patients and broadening treatment options.
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Affiliation(s)
- Maartje Miggiels
- Dimence Group, Deventer, the Netherlands; Department of Psychiatry, Amsterdam UMC, Amsterdam, the Netherlands.
| | - Peter Ten Klooster
- Department of Psychology, Health & Technology, University of Twente, the Netherlands
| | - Aartjan Beekman
- Department of Psychiatry, Amsterdam UMC, Amsterdam, the Netherlands
| | - Susanne Bremer
- Dimence Group, Deventer, the Netherlands; Department of Psychiatry, Amsterdam UMC, Amsterdam, the Netherlands
| | - Jack Dekker
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
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Käll A, Bäck M, Fahlroth O, Ekeflod E, Lundberg A, Viberg N, Andersson G. Internet-based therapist-supported interpersonal psychotherapy for depression: A randomized controlled trial. J Affect Disord 2025; 369:188-194. [PMID: 39343313 DOI: 10.1016/j.jad.2024.09.171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 09/20/2024] [Accepted: 09/25/2024] [Indexed: 10/01/2024]
Abstract
BACKGROUND Depression is a common disorder for which there are several treatments options including different psychological treatments. The aim of this study was to investigate the effects of internet-based interpersonal psychotherapy (IPT) for symptoms of depression in randomized controlled trial. METHODS Following recruitment via advertisement a total of 113 participants with mild to moderate symptoms of depression were included and randomized to either a ten-week internet-based IPT with weekly therapist guidance or a waitlist control condition. The primary outcome was symptoms of depression measured weekly with the Montgomery Åsberg Depression Rating Scale (MADRS-S) and at pre- and post-treatment assessment with the Beck's Depression Inventory (BDI-II). Secondary outcomes were self-rated quality of life and symptoms of generalized anxiety disorder. We also measured therapeutic alliance and treatment credibility. Outcomes were evaluated with a latent growth curve model (for MADRS-S) and robust linear regression models (for the other measures). The trial was conducted during the Covid-19 pandemic in the spring of 2021. RESULTS Significant differences favoring the treatment group were found on three of the four outcomes: BDI-II, quality of life ratings, and ratings of generalized anxiety. Between-group effect sizes for these outcomes were moderate (BDI-II, quality of life) or small (generalized anxiety). The latent growth curve model did not indicate a significant difference on the weekly MADRS-S ratings. Exploratory analyses did not show an association between therapeutic alliance, treatment credibility and outcome. LIMITATIONS Missing data at post-treatment was high in the treatment group (37 %), though the missingness was not significantly related to observed ratings at pre-treatment or estimated trajectories during the treatment. Few participants completed all modules. The Covid-19 pandemic situation may have affected both effects and dropout rates. CONCLUSIONS Internet-based IPT can lead to significant improvements, though the reductions in symptoms of depression were not consistent across the two measures used. Completion rates and dropout patterns suggest a need for improved acceptability. TRIAL REGISTRATION The trial was preregistered at Clinicaltrials.gov (Identifier: NCT04721678). Registered January 2021.https://clinicaltrials.gov/study/NCT04721678.
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Affiliation(s)
- Anton Käll
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden; Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Malin Bäck
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Olivia Fahlroth
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Erik Ekeflod
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Arvid Lundberg
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Nils Viberg
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Gerhard Andersson
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden; Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
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3
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Guan W, Qi W, Sheng XM. Evidence for the contribution of vasopressin V1 B receptors in the pathophysiology of depression. Biochem Pharmacol 2025; 231:116672. [PMID: 39608503 DOI: 10.1016/j.bcp.2024.116672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 11/18/2024] [Accepted: 11/25/2024] [Indexed: 11/30/2024]
Abstract
Depression is a chronic and recurrent psychiatric condition characterised by depressed mood, loss of interest or pleasure, poor sleep, low appetite, and poor concentration. Research has shown that both heritable and environmental risk factors are involved in the pathogenesis of depression. In addition, several studies have indicated that dysregulation of the hypothalamic-pituitary-adrenal (HPA) axis is implicated in the development of depression in adulthood. However, the mechanism underlying the activation of HPA axis-induced depression remains unclear. Arginine vasopressin (AVP), also known as vasopressin (VP), is a hormone synthesised in the hypothalamus that plays important roles in numerous biological functions in mammals, including the regulation of stress and anxiety, and has been implicated in the pathogenesis of many disorders. VP regulates pituitary corticotroph function by binding to the plasma membrane G-protein receptors of the V1B receptor (V1BR), which are coupled to calcium-phospholipid signalling. V1BR, a receptor subtype of VP, plays a pivotal role in HPA axis abnormalities observed in depression. In animals, V1BR antagonists reduce plasma stress hormone levels and have been shown to have antidepressant activity. However, the precise mechanism of V1BR in modulating HPA axis activity remains unclear. We therefore reviewed and integrated the clinical and preclinical literature pertinent to the role of V1BR in depression, while emphasising the effect of V1BR antagonists on attenuating the hyperactivity of the HPA axis. In addition, therapy for depression through the regulation of the HPA axis is briefly discussed. Although effective antidepressants are available, a large proportion of patients do not respond to initial treatment. Therefore, this review describes the exact mechanisms of V1BR in depression and contributes to the development of new therapeutic strategies for this disease.
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Affiliation(s)
- Wei Guan
- Department of Pharmacology, Nantong University, Nantong 226001, Jiangsu, China
| | - Wang Qi
- Department of Pharmacology, The First People's Hospital of Yancheng, Yancheng 224000, Jiangsu, China
| | - Xiao-Ming Sheng
- Department of Trauma Center, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu, China.
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4
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Hajcak G, Santopetro N, Okuda K. Neurotyping depression using multiple event-related potentials (ERPs): Leveraging task-based variation to predict remission in depression. Prog Neuropsychopharmacol Biol Psychiatry 2024; 136:111233. [PMID: 39732314 DOI: 10.1016/j.pnpbp.2024.111233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Revised: 12/19/2024] [Accepted: 12/20/2024] [Indexed: 12/30/2024]
Abstract
AIMS Depression is a prevalent, burdensome, and difficult mental health disorder to treat. Significant heterogeneity in clinical characteristics and course of depression hinders treatment success. Efforts to identify more homogeneous subgroups of depression could reduce heterogeneity of depression and therefore improve treatment development and randomized clinical trial outcomes. Event-related potentials (ERPs) derived from continuous electroencephalogram (EEG) can be used to identify depression and predict course (i.e., advance precision psychiatry). METHODS In the current study, we demonstrate how multiple ERPs collected from the same individual across different experimental paradigms can provide insight into brain function and individual differences in depression using factor analysis. This approach for neurotyping depression exploits the high within-task and low between-task associations between ERPs to better understand brain function and depression. RESULTS We observed three neurotypes, two of which differentiated depressed from non-depressed individuals. Only one neurotype - related to affective processing - prospectively predicted full remission. This neurotype predicted remission even when accounting for other clinical and demographic variables related to subsequent remission. The AUC of this neurotype was acceptable (i.e., 0.72) in predicting remission, exceeding previous study's measures within a single task. CONCLUSION Leveraging multiple ERPs derived from many tasks is an important yet underutilized approach in precision psychiatry.
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Affiliation(s)
- Greg Hajcak
- Department of Counseling Psychology, Santa Clara University, USA; Universal Brain, San Francisco, USA.
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5
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Linardon J, Fuller-Tyszkiewicz M, Firth J, Goldberg SB, Anderson C, McClure Z, Torous J. Systematic review and meta-analysis of adverse events in clinical trials of mental health apps. NPJ Digit Med 2024; 7:363. [PMID: 39695173 DOI: 10.1038/s41746-024-01388-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 12/10/2024] [Indexed: 12/20/2024] Open
Abstract
Mental health apps are efficacious, yet they may pose risks in some. This review (CRD42024506486) examined adverse events (AEs) from mental health apps. We searched (May 2024) the Medline, PsycINFO, Web of Science, and ProQuest databases to identify clinical trials of mental health apps. The risk of bias was assessed using the Cochrane Risk of Bias tool. Only 55 of 171 identified clinical trials reported AEs. AEs were more likely to be reported in trials sampling schizophrenia and delivering apps with symptom monitoring technology. The meta-analytic deterioration rate from 13 app conditions was 6.7% (95% CI = 4.3, 10.1, I2 = 75%). Deterioration rates did not differ between app and control groups (OR = 0.79, 95% CI = 0.62-1.01, I2 = 0%). Reporting of AEs was heterogeneous, in terms of assessments used, events recorded, and detail provided. Overall, few clinical trials of mental health apps report AEs. Those that do often provide insufficient information to properly judge risks related to app use.
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Affiliation(s)
- Jake Linardon
- School of Psychology, Deakin University, Geelong, VIC, Australia.
- Center for Social and Early Emotional Development, Deakin University, Burwood, VIC, Australia.
| | - Matthew Fuller-Tyszkiewicz
- School of Psychology, Deakin University, Geelong, VIC, Australia
- Center for Social and Early Emotional Development, Deakin University, Burwood, VIC, Australia
| | - Joseph Firth
- Division of Psychology and Mental Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Simon B Goldberg
- Department of Counselling Psychology, University of Wisconsin - Madison, Madison, WI, USA
- Centre for Healthy Minds, University of Wisconsin - Madison, Madison, WI, USA
| | - Cleo Anderson
- School of Psychology, Deakin University, Geelong, VIC, Australia
| | - Zoe McClure
- School of Psychology, Deakin University, Geelong, VIC, Australia
| | - John Torous
- Division of Digital Psychiatry, Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
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Schwefel MK, Kaufmann C, Gutmann G, Henze R, Fydrich T, Rapp MA, Ströhle A, Heissel A, Heinzel S. Effect of physical exercise training on neural activity during working memory in major depressive disorder. J Affect Disord 2024; 372:269-278. [PMID: 39638060 DOI: 10.1016/j.jad.2024.12.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 11/28/2024] [Accepted: 12/02/2024] [Indexed: 12/07/2024]
Abstract
BACKGROUND Deficits in working memory (WM) are common in patients with Major Depression Disorder (MDD). Previous research mainly in healthy adults indicated that physical exercise training may improve cognitive functions by stimulating neuronal plasticity particularly in hippocampal structures. Thus, the goal of this functional Magnetic Resonance Imaging (fMRI) study was to examine alterations in neuronal activity during a WM task and to investigate changes in brain volume and functioning following a physical exercise training in patients with MDD with a specific focus on hippocampal structures. METHODS 86 (39 female) MDD outpatients (average age 37.3), diagnosed by clinical psychologists, were randomly assigned to one of three groups for a 12-week intervention: High intensity exercise training (HEX), low intensity exercise training (LEX) or waiting list control group (WL). An n-back task (with WM loads of 0, 1, 2, and 3) during fMRI was conducted before and after interventions/waiting period. RESULTS Both exercise groups showed better performance and shorter reaction times at higher WM loads after 12-weeks of physical exercise training. Specifically in the HEX, we found an improvement in physical fitness and an increase in neural activation in the left hippocampus as compared to the WL following the exercise training. Training-related structural volume changes in gray matter or hippocampus were not detected. CONCLUSIONS Our results partly support the hypothesis that physical exercise training positively affects WM functions by improving neuronal plasticity in hippocampal regions. Exercise training seems to be a promising intervention to improve deficient WM performance in patients with MDD. CLINICAL TRIALS REGISTRATION NAME Neurobiological correlates and mechanisms of the augmentation of psychotherapy with endurance exercise in mild to moderate depression - SPeED, http://apps.who.int/trialsearch/Trial2.aspx?TrialID=DRKS00008869, DRKS00008869.
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Affiliation(s)
- M K Schwefel
- Clinical Psychology and Psychotherapy, Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany.
| | - C Kaufmann
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - G Gutmann
- Clinical Psychology and Psychotherapy, Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - R Henze
- Clinical Psychology and Psychotherapy, Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - T Fydrich
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - M A Rapp
- Social and Preventive Medicine, University of Potsdam, Potsdam, Germany
| | - A Ströhle
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - A Heissel
- Social and Preventive Medicine, University of Potsdam, Potsdam, Germany
| | - S Heinzel
- Clinical Psychology and Psychotherapy, Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany; Institute of Psychology, Department of Educational Sciences and Psychology, TU Dortmund University, Dortmund, Germany
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7
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Schaeffer MA, Potharst ES. Mindful With Your Baby/Toddler: A Single Case Design (SCD) Study. Eval Health Prof 2024:1632787241297966. [PMID: 39529220 DOI: 10.1177/01632787241297966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
Transitioning to motherhood comes with new and intensive tasks that may cause parental stress, low parental self-efficacy, and internalizing problems. This can in turn negatively affect the mother-child relationship. Mindful with your Baby/Toddler (MwyB/T) is a mindfulness-based intervention for parents of young children experiencing parental stress and internalizing problems. Previous evaluative studies showed promising results, but methodology of these studies was limited. The current study used a single case design, including a baseline, intervention, posttest, and follow-up phase, to evaluate the effectiveness of MwyB/T. Ten participants were included and completed daily administered personalized items and validated questionnaires measuring mindfulness, mindful parenting, parental self-efficacy, internalizing problems, and parental stress, for 10 participants. Personalized items were first coded into themes and then assessed using visual analysis and descriptive effect size measures. Reliable change indices were computed for the questionnaires. All mothers improved on personalized items, with most improving on most (or all) of their items. On the questionnaires the majority of mothers improved. Results indicate that MwyB/T could benefit mothers with various intervention goals. More research is needed on the role of personalized items, both as a research measure and an as a possible additional element of interventions.
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Affiliation(s)
- Mirla A Schaeffer
- UvA Minds, Academic Outpatient (Child and Adolescent) Treatment Center of the University of Amsterdam, The Netherlands
- Amsterdam Law and Behaviour Institute (A-LAB), Vrije Universiteit Amsterdam, The Netherlands
- Netherlands Institute for Crime and Law Enforcement (NSCR), The Netherlands
| | - Eva S Potharst
- UvA Minds, Academic Outpatient (Child and Adolescent) Treatment Center of the University of Amsterdam, The Netherlands
- Research Institute of Child Development and Education, University of Amsterdam, The Netherlands
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Lindegaard T, Persson L, Thorängen M, Rozental A. Therapists' experiences of negative effects in intensive short-term dynamic psychotherapy: A qualitative interview study. Psychother Res 2024:1-13. [PMID: 39495673 DOI: 10.1080/10503307.2024.2420717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 10/14/2024] [Accepted: 10/16/2024] [Indexed: 11/06/2024] Open
Abstract
OBJECTIVE Negative effects of psychotherapy are a broad term that encompasses events such as non-response, deterioration, and novel symptoms. The aim of the present study was to explore experiences with negative effects among clinicians working within an intensive short-term dynamic psychotherapy (ISTDP) framework. METHOD Eight ISTDP clinicians consented to participate and were interviewed using semi-structured video interviews. Data were transcribed and analyzed using a reflexive thematic analysis framework. RESULTS The thematic analysis resulted in five themes. Overall, the clinicians found it difficult to define negative effects, but that negative effects, regardless of cause, could be used therapeutically. Inaccurate assessment was seen as the main cause of negative effects. Other themes concerned the connection between dropout and negative effects, patient feedback, and the ISTDP community's relationship to negative effects. CONCLUSIONS The results are largely in line with qualitative studies of CBT clinicians' views of negative effects although clinicians in the present study emphasized more strongly the therapeutic potential of these events. The research field could be further improved by using mixed-method designs while including both patients and therapists.
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Affiliation(s)
- Tomas Lindegaard
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Lovisa Persson
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Maria Thorängen
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Alexander Rozental
- Department of Health, Education and Technology, Luleå University of Technology, Luleå, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
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Bertie LA, Nauta MH, Kooiman B, Chen W, Hudson JL. Editorial Perspective: Extending IPDMA methodology to drive treatment personalisation in child mental health. J Child Psychol Psychiatry 2024; 65:1546-1550. [PMID: 38940079 DOI: 10.1111/jcpp.14025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/07/2024] [Indexed: 06/29/2024]
Abstract
To improve outcomes for youth who do not respond optimally to existing treatments, we need to identify robust predictors, moderators, and mediators that are ideal targets for personalisation in mental health care. We propose a solution to leverage the Individual Patient Data Meta-analysis (IPDMA) approach to allow broader access to individual-level data while maintaining methodological rigour. Such a resource has the potential to answer questions that are unable to be addressed by single studies, reduce researcher burden, and enable the application of newer statistical techniques, all to provide data-driven strategies for clinical decision-making. Using childhood anxiety as the worked example, the editorial perspective outlines the rationale for leveraging IPDMA methodology to build a data repository, the Platform for Anxiety Disorder Data in Youth. We also include recommendations to address the methods and challenges inherent in this endeavour.
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Affiliation(s)
- Lizél-Antoinette Bertie
- School of Psychology, University of New South Wales, Sydney, NSW, Australia
- Black Dog Institute, University of New South Wales, Sydney, NSW, Australia
| | - Maaike H Nauta
- Department of Clinical Psychology and Experimental Psychopathology, Faculty of Behavioural and Social Sciences, University of Groningen, Groningen, The Netherlands
| | - Bas Kooiman
- Department of Clinical Psychology and Experimental Psychopathology, Faculty of Behavioural and Social Sciences, University of Groningen, Groningen, The Netherlands
- Depression Expertise Centre-Youth, GGZ Oost Brabant, Boekel, The Netherlands
| | - Wenting Chen
- Black Dog Institute, University of New South Wales, Sydney, NSW, Australia
| | - Jennifer L Hudson
- School of Psychology, University of New South Wales, Sydney, NSW, Australia
- Black Dog Institute, University of New South Wales, Sydney, NSW, Australia
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Edelbluth S, Klein JP, Schwartz B, Hehlmann M, Arndt A, Rubel J, Moggia D, Berger T, Meyer B, Moritz S, Schröder J, Lutz W. The long shadow of early-change patterns: a 3-year follow-up after the use of a web-based intervention for mild to moderate depressive symptoms. Cogn Behav Ther 2024; 53:681-700. [PMID: 38912859 DOI: 10.1080/16506073.2024.2368520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Accepted: 05/31/2024] [Indexed: 06/25/2024]
Abstract
Web-based interventions can be effective in treating depressive symptoms. Patients with risk not responding to treatment have been identified by early change patterns. This study aims to examine whether early changes are superior to baseline parameters in predicting long-term outcome. In a randomized clinical trial with 409 individuals experiencing mild to moderate depressive symptoms using the web-based intervention deprexis, three latent classes were identified (early response after registration, early response after screening and early deterioration) based on early change in the first four weeks of the intervention. Baseline variables and these classes were included in a Stepwise Cox Proportional Hazard Multiple Regression to identify predictors associated with the onset of remission over 36-months. Early change class was a significant predictor of remission over 36 months. Compared to early deterioration after screening, both early response after registration and after screening were associated with a higher likelihood of remission. In sensitivity and secondary analyses, only change class consistently emerged as a predictor of long-term outcome. Early improvement in depression symptoms predicted long-term outcome and those showing early improvement had a higher likelihood of long-term remission. These findings suggest that early changes might be a robust predictor for long-term outcome beyond baseline parameters.
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Affiliation(s)
- Susanne Edelbluth
- Department of Clinical Psychology and Psychotherapy, University of Trier, Trier, Germany
| | - Jan Philipp Klein
- Department of Psychiatry and Psychotherapy, Lübeck University, Lübeck, Germany
| | - Brian Schwartz
- Department of Clinical Psychology and Psychotherapy, University of Trier, Trier, Germany
| | - Miriam Hehlmann
- Department of Clinical Psychology and Psychotherapy for Adults, Osnabrueck University, Osnabrueck, Germany
| | - Alice Arndt
- Department of Clinical Psychology and Psychotherapy, University of Trier, Trier, Germany
| | - Julian Rubel
- Department of Clinical Psychology and Psychotherapy for Adults, Osnabrueck University, Osnabrueck, Germany
| | - Danilo Moggia
- Department of Clinical Psychology and Psychotherapy, University of Trier, Trier, Germany
| | - Thomas Berger
- Department of Psychology, Bern University, Bern, Switzerland
| | | | - Steffen Moritz
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg Eppendorf, Hamburg, Germany
| | - Johanna Schröder
- Department of Psychology, MSH Medical School Hamburg, Institute of Clinical Psychology and Psychotherapy, Hamburg, Germany
| | - Wolfgang Lutz
- Department of Clinical Psychology and Psychotherapy, University of Trier, Trier, Germany
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Nordberg SS, Jaso-Yim BA, Sah P, Schuler K, Eyllon M, Pennine M, Hoyler GH, Barnes JB, Murillo LH, O'Dea H, Orth L, Rogers E, Welch G, Peloquin G, Youn SJ. Evaluating the Implementation and Clinical Effectiveness of an Innovative Digital First Care Model for Behavioral Health Using the RE-AIM Framework: Quantitative Evaluation. J Med Internet Res 2024; 26:e54528. [PMID: 39476366 PMCID: PMC11561446 DOI: 10.2196/54528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 04/12/2024] [Accepted: 09/11/2024] [Indexed: 11/17/2024] Open
Abstract
BACKGROUND In the United States, innovation is needed to address the increasing need for mental health care services and widen the patient-to-provider ratio. Despite the benefits of digital mental health interventions (DMHIs), they have not been effective in addressing patients' behavioral health challenges as stand-alone treatments. OBJECTIVE This study evaluates the implementation and effectiveness of precision behavioral health (PBH), a digital-first behavioral health care model embedded within routine primary care that refers patients to an ecosystem of evidence-based DMHIs with strategically placed human support. METHODS Patient demographic information, triage visit outcomes, multidimensional patient-reported outcome measure, enrollment, and engagement with the DMHIs were analyzed using data from the electronic health record and vendor-reported data files. The RE-AIM (Reach, Effectiveness, Adoption, Implementation, Maintenance) framework was used to evaluate the implementation and clinical effectiveness outcomes of PBH. RESULTS PBH had a 47.58% reach rate, defined as patients accepting the PBH referral from their behavioral health integrated clinician. PBH patients had high DMHI registration rates (79.62%), high activation rates (76.54%), and high retention rates at 15 days (57.69%) and 30 days (44.58%) compared to literature benchmarks. In total, 74.01% (n=168) of patients showed clinical improvement, 22.47% (n=51) showed no clinical change, and 3.52% (n=8) showed clinical deterioration in symptoms. PBH had high adoption rates, with behavioral health integrated clinicians referring on average 4.35 (SD 0.46) patients to PBH per month and 90%-100% of clinicians (n=12) consistently referring at least 1 patient to PBH each month. A third (32%, n=1114) of patients were offered PBH as a treatment option during their triage visit. CONCLUSIONS PBH as a care model with evidence-based DMHIs, human support for patients, and integration within routine settings offers a credible service to support patients with mild to moderate mental health challenges. This type of model has the potential to address real-life access to care problems faced by health care settings.
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Affiliation(s)
| | | | - Pratha Sah
- Reliant Medical Group, OptumCare, Worcester, MA, United States
| | - Keke Schuler
- Reliant Medical Group, OptumCare, Worcester, MA, United States
| | - Mara Eyllon
- Reliant Medical Group, OptumCare, Worcester, MA, United States
| | - Mariesa Pennine
- Reliant Medical Group, OptumCare, Worcester, MA, United States
| | | | - J Ben Barnes
- Reliant Medical Group, OptumCare, Worcester, MA, United States
- University of Massachusetts Chan School of Medicine, Worcester, MA, United States
| | | | - Heather O'Dea
- Reliant Medical Group, OptumCare, Worcester, MA, United States
| | - Laura Orth
- Reliant Medical Group, OptumCare, Worcester, MA, United States
| | | | - George Welch
- Reliant Medical Group, OptumCare, Worcester, MA, United States
| | | | - Soo Jeong Youn
- Reliant Medical Group, OptumCare, Worcester, MA, United States
- Harvard Medical School, Boston, MA, United States
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Schumacher L, Klein JP, Hautzinger M, Härter M, Schramm E, Kriston L. Predicting the outcome of psychotherapy for chronic depression by person-specific symptom networks. World Psychiatry 2024; 23:411-420. [PMID: 39279420 PMCID: PMC11403179 DOI: 10.1002/wps.21241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/18/2024] Open
Abstract
Psychotherapies are efficacious in the treatment of depression, albeit only with a moderate effect size. It is hoped that personalization of treatment can lead to better outcomes. The network theory of psychopathology offers a novel approach suggesting that symptom interactions as displayed in person-specific symptom networks could guide treatment planning for an individual patient. In a sample of 254 patients with chronic depression treated with either disorder-specific or non-specific psychotherapy for 48 weeks, we investigated if person-specific symptom networks predicted observer-rated depression severity at the end of treatment and one and two years after treatment termination. Person-specific symptom networks were constructed based on a time-varying multilevel vector autoregressive model of patient-rated symptom data. We used statistical parameters that describe the structure of these person-specific networks to predict therapy outcome. First, we used symptom centrality measures as predictors. Second, we used a machine learning approach to select parameters that describe the strength of pairwise symptom associations. We found that information on person-specific symptom networks strongly improved the accuracy of the prediction of observer-rated depression severity at treatment termination compared to common covariates recorded at baseline. This was also shown for predicting observer-rated depression severity at one- and two-year follow-up. Pairwise symptom associations were better predictors than symptom centrality parameters for depression severity at the end of therapy and one year later. Replication and external validation of our findings, methodological developments, and work on possible ways of implementation are needed before person-specific networks can be reliably used in clinical practice. Nevertheless, our results indicate that the structure of person-specific symptom networks can provide valuable information for the personalization of treatment for chronic depression.
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Affiliation(s)
- Lea Schumacher
- Department of Medical Psychology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jan Philipp Klein
- Department of Psychiatry, Psychosomatics and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Martin Hautzinger
- Department of Psychology, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Martin Härter
- Department of Medical Psychology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Elisabeth Schramm
- Department of Psychiatry and Psychotherapy, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Levente Kriston
- Department of Medical Psychology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Schaeuffele C, Knaevelsrud C, Renneberg B, Boettcher J. Understanding change from the patient perspective in a transdiagnostic Internet-based intervention for emotional disorders: a qualitative content analysis. Cogn Behav Ther 2024:1-18. [PMID: 39255048 DOI: 10.1080/16506073.2024.2399173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 08/23/2024] [Indexed: 09/12/2024]
Abstract
Qualitative investigations that openly explore changes and facilitators of changes from the patient's perspective might offer valuable insights on impacts of therapy and helpful and hindering aspects. Our aim for this study was to explore the perspective of patients on a transdiagnostic Internet-based intervention to understand (1) which changes (positive as well as negative effects) responders and non-responders experienced, and (2) which aspects of the intervention they found helpful or hindering in facilitating those changes. We interviewed 21 patients that showed response or non-response to treatment using the Change Interview Schedule following a 10-week Internet-based intervention based on the Unified Protocol. Interviews were analyzed using qualitative content analysis. Both responders and non-responders reported positive changes, with few negative changes mentioned. Across both groups, increased positive affect was reported most frequently (81%). Both groups reported helpful factors, with guidance mentioned most frequently across both responders and non-responders (85.7%). Mainly, aspects of the specific framework were perceived as hindering (e.g. lack of personalization) (66.7%). Overall, patients reported mostly positive impacts, even if they did not respond to treatment. Results highlighted that what patients find helpful or hindering is individual.
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Affiliation(s)
- Carmen Schaeuffele
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | | | - Babette Renneberg
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - Johanna Boettcher
- Department of Clinical Psychology, Psychologische Hochschule Berlin, Berlin, Germany
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14
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Sextl-Plötz T, Steinhoff M, Baumeister H, Cuijpers P, Ebert DD, Zarski AC. A systematic review of predictors and moderators of treatment outcomes in internet- and mobile-based interventions for depression. Internet Interv 2024; 37:100760. [PMID: 39139716 PMCID: PMC11320424 DOI: 10.1016/j.invent.2024.100760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 07/08/2024] [Accepted: 07/19/2024] [Indexed: 08/15/2024] Open
Abstract
This systematic review aimed to synthesize evidence on predictors and moderators of treatment outcomes in internet- and mobile-based interventions (IMIs) for depression, informing personalized care. A systematic search across PubMed, PsycInfo, and Cochrane yielded 33,002 results. Two reviewers independently performed screening, data extraction, risk of bias assessment, and methodological quality evaluation. Fifty-eight single studies (m = 466 analyses) focusing on baseline-predictors (59.7 %, m = 278), process-predictors (16.5 %, m = 77), and moderators (21.9 %, m = 102), and six individual patient data meta-analyses (m = 93) were included. Only 24.0 % (m = 112/466) of analyses in single studies and 15.1 % (m = 14/93) in individual patient data meta-analyses were significant. Evidence from single studies was rated as insufficient for all variable categories with only 2 out of 40 categories showing >50 % significant results. Baseline depression severity had the strongest predictive value with higher scores linked to better outcomes followed by variables indicative for the course-of-change. Other frequently analyzed and potentially relevant variables with significant results were adherence, age, educational level, ethnicity, relationship status, treatment history, and behavioral variables. More high quality quantitative studies with sufficient power are essential to validate and expand findings, identifying predictors and moderators specifically relevant in IMIs to explain differential treatment effects.
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Affiliation(s)
- Theresa Sextl-Plötz
- Professorship for Psychology & Digital Mental Health Care, Technical University of Munich, Germany
- Department of Clinical Psychology, Division of eHealth in Clinical Psychology, Philipps University of Marburg, Marburg, Germany
| | - Maria Steinhoff
- Department of Clinical Psychology and Psychotherapy, University of Ulm, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, University of Ulm, Germany
| | - Pim Cuijpers
- Department of Clinical, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute and World Health Organization Collaborating Center for Research and Dissemination of Psychological Interventions, Vrije Universiteit Amsterdam, Netherlands
- Babeș-Bolyai University, International Institute for Psychotherapy, Cluj-Napoca, Romania
| | - David D. Ebert
- Professorship for Psychology & Digital Mental Health Care, Technical University of Munich, Germany
| | - Anna-Carlotta Zarski
- Department of Clinical Psychology, Division of eHealth in Clinical Psychology, Philipps University of Marburg, Marburg, Germany
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15
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Rothman B, Slomkowski M, Speier A, Rush AJ, Trivedi MH, Lawson E, Fahmy M, Carpenter D, Chen D, Forbes A. Evaluating the Efficacy of a Digital Therapeutic (CT-152) as an Adjunct to Antidepressant Treatment in Adults With Major Depressive Disorder: Protocol for the MIRAI Remote Study. JMIR Res Protoc 2024; 13:e56960. [PMID: 39163592 PMCID: PMC11372332 DOI: 10.2196/56960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 05/31/2024] [Accepted: 06/17/2024] [Indexed: 08/22/2024] Open
Abstract
BACKGROUND Major depressive disorder (MDD) is common worldwide and can be highly disabling. People with MDD face many barriers to treatment and may not experience full symptom relief even when treated. Therefore, new treatment modalities are needed for MDD. Digital therapeutics (DTx) may provide people with MDD an additional treatment option. OBJECTIVE This study aimed to describe a phase 3 remote, multicenter, randomized, masked, sham-controlled trial evaluating the efficacy of a smartphone app-based DTx (CT-152) in adult participants diagnosed with MDD, used as an adjunct to antidepressant therapy (ADT). METHODS Participants aged 22-64 years with a current primary diagnosis of MDD and an inadequate response to ADT were included. Participants were randomized 1:1 to CT-152 or a sham DTx. CT-152 is a smartphone app-based DTx that delivers a cognitive-emotional and behavioral therapeutic intervention. The core components of CT-152 are the Emotional Faces Memory Task exercises, brief lessons to learn and apply key therapeutic skills, and SMS text messaging to reinforce lessons and encourage engagement with the app. The sham DTx is a digital working memory exercise with emotionally neutral stimuli designed to match CT-152 for time and attention. Participants took part in the trial for up to 13 weeks. The trial included a screening period of up to 3 weeks, a treatment period of 6 weeks, and an extension period of 4 weeks to assess the durability of the effect. Sites and participants had the option of an in-person or remote screening visit; the remaining trial visits were remote. Efficacy was evaluated using the Montgomery-Åsberg Depression Rating Scale, the Generalized Anxiety Disorder-7, Clinical Global Impression-Severity scale, the Patient Health Questionnaire-9, and the World Health Organization Disability Assessment Schedule 2.0. The durability of the effect was evaluated with the Montgomery-Åsberg Depression Rating Scale and Generalized Anxiety Disorder-7 scale. Adverse events were also assessed. Satisfaction, measured by the Participant and Healthcare Professional Satisfaction Scales, and health status, measured by the EQ-5D-5L, were summarized using descriptive statistics. RESULTS This study was initiated in February 2021 and had a primary completion date in October 2022. CONCLUSIONS This represents the methodological design for the first evaluation of CT-152 as an adjunct to ADT. This study protocol is methodologically robust and incorporates many aspects of conventional pivotal pharmaceutical phase 3 trial design, such as randomization and safety end points. Novel considerations included the use of a sham comparator, masking considerations for visible app content, and outcome measures relevant to DTx. The rigor of this methodology will provide a more comprehensive understanding of the effectiveness of CT-152. TRIAL REGISTRATION ClinicalTrials.gov NCT04770285; https://clinicaltrials.gov/study/NCT04770285. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR1-10.2196/56960.
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Affiliation(s)
- Brian Rothman
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, NJ, United States
| | - Mary Slomkowski
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, NJ, United States
| | - Austin Speier
- Click Therapeutics, Inc, New York, NY, United States
| | - A John Rush
- School of Medicine, Duke University, Durham, NC, United States
- Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Madhukar H Trivedi
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, United States
- O'Donnell Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Erica Lawson
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, NJ, United States
| | - Michael Fahmy
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, NJ, United States
| | | | - Dalei Chen
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, NJ, United States
| | - Ainslie Forbes
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, NJ, United States
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16
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Cuijpers P, Miguel C, Harrer M, Ciharova M, Karyotaki E. The outcomes of mental health care for depression over time: A meta-regression analysis of response rates in usual care. J Affect Disord 2024; 358:89-96. [PMID: 38710332 DOI: 10.1016/j.jad.2024.05.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 04/28/2024] [Accepted: 05/02/2024] [Indexed: 05/08/2024]
Abstract
BACKGROUND Over the past decades dozens of randomized trials have shown that psychological treatments are more effective than care-as-usual (CAU). It could be expected that these treatments are implemented in routine care and that the response rates in usual care improve over time. The aim of the current meta-analysis is to examine if response and remission rates in usual care have improved over time. METHODS We used an existing meta-analytic database of randomized controlled trials examining the effects of psychological treatments of depression and selected CAU control groups from these trials. We only included CAU conditions in primary care, specialized mental health care, perinatal care and general medical care. The response rate (50 % symptom reduction) was the primary outcome. RESULTS We included 125 CAU control groups (8542 participants). The response rate for all CAU control groups was 0.22 (95 % CI: 0.19; 0.24) with high heterogeneity (I2 = 83; 95 % CI: 80; 85), with somewhat higher rates in primary care (0.27; 95 % CI: 0.23; 0.31). We found hardly any indications that the outcomes have improved over the years. The meta-regression analysis with publication year as predictor in the full dataset resulted in a coefficient of 0.1 (SE = 0.01; p = 0.0.35). A series of sensitivity analyses supported the main findings. Remission rates and pre-post effect sizes also did not significantly improve over time. CONCLUSIONS Response and remission rates in usual care are low, with the large majority of patients not responding or remitting, and the outcomes have probably not improved over time.
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Affiliation(s)
- Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands; Babeș-Bolyai University, International Institute for Psychotherapy, Cluj-Napoca, Romania.
| | - Clara Miguel
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Mathias Harrer
- Psychology & Digital Mental Health Care, Technical University Munich, Munich, Germany
| | - Marketa Ciharova
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Eirini Karyotaki
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
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17
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Epe-Jungeblodt F, Pauli P, Schwab F, Andreatta M. Trauma history and course of therapy in a naturalistic cognitive behavior therapy outpatient sample: An archive data study. J Clin Psychol 2024; 80:1937-1948. [PMID: 38747513 DOI: 10.1002/jclp.23702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 03/20/2024] [Accepted: 04/30/2024] [Indexed: 07/05/2024]
Abstract
OBJECTIVE Cognitive Behavior Therapy (CBT) is an effective treatment for anxiety and depression disorders. Nonetheless, nearly 50% of all patients do not respond. Besides other factors, nonresponse may be linked to traumatic life events. This study aims to assess the relationship between trauma history, applied therapy interventions, and therapy outcomes. METHODS We analyzed data from 340 CBT outpatients diagnosed with a depression or anxiety disorder and possibly a trauma history treated under naturalistic conditions. Based on their therapy files, we collected information on trauma history, diagnoses, applied interventions, and severity of depression and anxiety symptoms at the start and end of therapy. The relationship between trauma, diagnoses, and intervention use and the development of depression and anxiety symptoms was analyzed using Linear Mixed Models. RESULTS Patients with a trauma history reported higher pre- and posttreatment symptom severity than those without trauma. No differences in applied interventions or decrease in symptom severity were found between patients with and without a trauma history. Specialized interventions were seldom applied. CONCLUSION Although no differences between patients with and without a trauma history were found in therapy response, patients with a trauma history maintained higher levels of symptom severity. These results indicate a need for more personalized interventions and evidence-based guidelines to personalize CBT for patients with a trauma history and high symptom severity.
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Affiliation(s)
- Franziska Epe-Jungeblodt
- Department of Psychology, Biological Psychology, Clinical Psychology, and Psychotherapy, Faculty of Human Sciences, Julius-Maximilians-Universität Würzburg (JMU), Würzburg, Germany
| | - Paul Pauli
- Department of Psychology, Biological Psychology, Clinical Psychology, and Psychotherapy, Faculty of Human Sciences, Julius-Maximilians-Universität Würzburg (JMU), Würzburg, Germany
| | - Frank Schwab
- Department of Media Psychology, Institute Human-Computer-Media, Faculty of Human Sciences, Julius-Maximilians-Universität Würzburg (JMU), Würzburg, Germany
| | - Marta Andreatta
- Department of General Psychiatry and Psychotherapy, University Hospital Tübingen, Tübingen, Germany
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18
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Rajkumar RP. The Advantages of Combining Therapies in Treating Psychiatric Patients. Brain Sci 2024; 14:708. [PMID: 39061448 PMCID: PMC11274852 DOI: 10.3390/brainsci14070708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 07/10/2024] [Indexed: 07/28/2024] Open
Abstract
Mental illnesses are among the leading causes of morbidity and disability worldwide, and the burden associated with these disorders has increased steadily over the past three decades [...].
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Affiliation(s)
- Ravi Philip Rajkumar
- Department of Psychiatry, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Pondicherry 605006, India
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19
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Lau IHW, Norman J, Stothard M, Carlisi CO, Moutoussis M. Jumping to attributions during social evaluation. Sci Rep 2024; 14:15447. [PMID: 38965391 PMCID: PMC11224235 DOI: 10.1038/s41598-024-65704-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 06/24/2024] [Indexed: 07/06/2024] Open
Abstract
Social learning is crucial for human relationships and well-being. Self- and other- evaluations are universal experiences, playing key roles in many psychiatric disorders, particularly anxiety and depression. We aimed to deepen our understanding of the computational mechanisms behind social learning, which have been implicated in internalizing conditions like anxiety and depression. We built on prior work based on the Social Evaluation Learning Task (SELT) and introduced a new computational model to better explain rapid initial inferences and progressive refinement during serial social evaluations. The Social Evaluation Learning Task-Revised (SELT-R) was improved by stakeholder input, making it more engaging and suitable for adolescents. A sample of 130 adults from the UK completed the SELT-R and questionnaires assessing symptoms of depression and anxiety. 'Classify-refine' computational models were compared with previously successful Bayesian models. The 'classify-refine' models performed better, providing insight into how people infer the attributes and motives of others. Parameters of the best fitting model from the SELT-R were correlated with Anxiety factor scores, with higher symptoms associated with greater decision noise and higher (less flexible) policy certainty. Our results replicate findings regarding the classify-refine process and set the stage for future investigations into the cognitive mechanisms of self and other evaluations in internalizing disorders.
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Affiliation(s)
- Isabel H W Lau
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
- Institute of Cognitive Neuroscience, University College London, London, UK
- Division of Psychology and Language Science, University College London, London, UK
| | - Jessica Norman
- Division of Psychology and Language Science, University College London, London, UK
| | - Melanie Stothard
- Department of Imaging Neuroscience, University College London, London, UK
| | - Christina O Carlisi
- Division of Psychology and Language Science, University College London, London, UK.
| | - Michael Moutoussis
- Department of Imaging Neuroscience, University College London, London, UK
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20
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Ezawa ID, Robinson N, Hollon SD. Prevalence Increases as Treatments Improve: An Evolutionary Perspective on the Treatment-Prevalence Paradox in Depression. Annu Rev Clin Psychol 2024; 20:201-228. [PMID: 38996078 DOI: 10.1146/annurev-clinpsy-080822-040442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/14/2024]
Abstract
Depression is an eminently treatable disorder that responds to psychotherapy or medications; the efficacy of each has been established in hundreds of controlled trials. Nonetheless, the prevalence of depression has increased in recent years despite the existence of efficacious treatments-a phenomenon known as the treatment-prevalence paradox. We consider several possible explanations for this paradox, which range from a misunderstanding of the very nature of depression, inflated efficacy of the established treatments, and a lack of access to efficacious delivery of treatments. We find support for each of these possible explanations but especially the notion that large segments of the population lack access to efficacious treatments that are implemented as intended. We conclude by describing the potential of using lay therapists and digital technologies to overcome this lack of access and to reach historically underserved populations and simultaneously guarantee the quality of the interventions delivered.
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Affiliation(s)
- Iony D Ezawa
- Department of Psychology, University of Southern California, Los Angeles, California, USA;
| | - Noah Robinson
- Department of Psychology, Vanderbilt University, Nashville, Tennessee, USA; ,
| | - Steven D Hollon
- Department of Psychology, Vanderbilt University, Nashville, Tennessee, USA; ,
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21
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Tong L, Panagiotopoulou OM, Cuijpers P, Karyotaki E. The effectiveness of self-guided interventions in adults with depressive symptoms: a systematic review and meta-analysis. EBioMedicine 2024; 105:105208. [PMID: 38876043 PMCID: PMC11226978 DOI: 10.1016/j.ebiom.2024.105208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 06/03/2024] [Accepted: 06/03/2024] [Indexed: 06/16/2024] Open
Abstract
BACKGROUND Despite promising scalability and accessibility, evidence on the efficacy of self-guided interventions for adult depression is inconclusive. This study investigated their effectiveness and acceptability, considering diverse delivery formats and support levels. METHODS We systematically searched PubMed, PsycINFO, Embase, and Cochrane Library until 1st January 2024. Included were randomised controlled trials comparing self-guided interventions with a control condition for adult depression. Two independent researchers extracted data. Effect sizes were pooled using random-effects models, with post-intervention depressive severity compared with control conditions as the primary outcome. Study validity was evaluated using Cochrane Risk of Bias 2.0. This study was pre-registered with OSF (https://osf.io/rd43v). FINDINGS We identified 92 studies (111 interventions vs. control comparisons) with 16,706 participants (mean age: 18.78-74.41 years). Compared to controls, self-guided interventions were moderately effective at post-assessment (g = 0.53, 95% CI: 0.45-0.61; I2 = 79.17%) and six to twelve months post-randomisation follow-up (g = 0.32, 95% CI: 0.16-0.48; I2 = 79.19%). Trials with initial human screening (g = 0.59) and interventions delivered in computer programs (g = 1.04) had the significantly largest effect sizes. No differences in treatment effects were observed across support levels, therapy types, commercial availability, or the presence of online discussion forums. Self-guided interventions were less acceptable than control conditions (RR = 0.92, p < 0.001). Most studies showed a moderate to high risk of bias (n = 80). INTERPRETATION Existing trials on self-guided interventions are at high risk of bias, potentially overestimating treatment effects. Despite lower acceptability compared to controls, self-guided interventions are moderately effective in treating adult depression, regardless of support levels and online discussion features. FUNDING None.
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Affiliation(s)
- Lingyao Tong
- Department of Clinical, Neuro & Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
| | - Olga-Maria Panagiotopoulou
- Department of Clinical, Neuro & Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Pim Cuijpers
- Department of Clinical, Neuro & Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; WHO Collaborating Centre for Research and Dissemination of Psychological Interventions, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; International Institute for Psychotherapy, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Eirini Karyotaki
- Department of Clinical, Neuro & Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; WHO Collaborating Centre for Research and Dissemination of Psychological Interventions, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
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22
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Thielecke J, Kuper P, Lehr D, Schuurmans L, Harrer M, Ebert DD, Cuijpers P, Behrendt D, Brückner H, Horvath H, Riper H, Buntrock C. Who benefits from indirect prevention and treatment of depression using an online intervention for insomnia? Results from an individual-participant data meta-analysis. Psychol Med 2024; 54:2389-2402. [PMID: 38469832 DOI: 10.1017/s0033291724000527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/13/2024]
Abstract
BACKGROUND Major depressive disorder (MDD) is highly prevalent and burdensome for individuals and society. While there are psychological interventions able to prevent and treat MDD, uptake remains low. To overcome structural and attitudinal barriers, an indirect approach of using online insomnia interventions seems promising because insomnia is less stigmatized, predicts MDD onset, is often comorbid and can outlast MDD treatment. This individual-participant-data meta-analysis evaluated the potential of the online insomnia intervention GET.ON Recovery as an indirect treatment to reduce depressive symptom severity (DSS) and potential MDD onset across a range of participant characteristics. METHODS Efficacy on depressive symptom outcomes was evaluated using multilevel regression models controlling for baseline severity. To identify potential effect moderators, clinical, sociodemographic, and work-related variables were investigated using univariable moderation and random-forest methodology before developing a multivariable decision tree. RESULTS IPD were obtained from four of seven eligible studies (N = 561); concentrating on workers with high work-stress. DSS was significantly lower in the intervention group both at post-assessment (d = -0.71 [95% CI-0.92 to -0.51]) and at follow-up (d = -0.84 [95% CI -1.11 to -0.57]). In the subsample (n = 121) without potential MDD at baseline, there were no significant group differences in onset of potential MDD. Moderation analyses revealed that effects on DSS differed significantly across baseline severity groups with effect sizes between d = -0.48 and -0.87 (post) and d = - 0.66 to -0.99 (follow-up), while no other sociodemographic, clinical, or work-related characteristics were significant moderators. CONCLUSIONS An online insomnia intervention is a promising approach to effectively reduce DSS in a preventive and treatment setting.
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Affiliation(s)
- Janika Thielecke
- Department of Sports and Health Sciences, Technical University of Munich, Munich, Germany
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
- Unit Healthy Living & Work, TNO (The Netherlands Organization for Applied Scientific Research), Leiden, Netherlands
| | - Paula Kuper
- Department of Sports and Health Sciences, Technical University of Munich, Munich, Germany
- Institute of Social Medicine and Health Systems Research, Faculty of Medicine, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Dirk Lehr
- Department of Health Psychology and Applied Biological Psychology, Institute for Sustainability, Education & Psychology, Leuphana University Luneburg, Luneburg, Germany
| | - Lea Schuurmans
- Department of Sports and Health Sciences, Technical University of Munich, Munich, Germany
| | - Mathias Harrer
- Department of Sports and Health Sciences, Technical University of Munich, Munich, Germany
- GET.ON Institute for Online Health Trainings GmbH, Berlin, Germany
| | - David D Ebert
- Department of Sports and Health Sciences, Technical University of Munich, Munich, Germany
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, VU University, Amsterdam, Netherlands
- Amsterdam Public Health, Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Dörte Behrendt
- Department of Health Psychology and Applied Biological Psychology, Institute for Sustainability, Education & Psychology, Leuphana University Luneburg, Luneburg, Germany
| | - Hanna Brückner
- Department of Health Psychology and Applied Biological Psychology, Institute for Sustainability, Education & Psychology, Leuphana University Luneburg, Luneburg, Germany
| | - Hanne Horvath
- GET.ON Institute for Online Health Trainings GmbH, Berlin, Germany
| | - Heleen Riper
- Department of Clinical, Neuro and Developmental Psychology, VU University, Amsterdam, Netherlands
- Amsterdam Public Health, Amsterdam University Medical Centers, Amsterdam, Netherlands
- Department of Psychiatry, VU University Medical Center, Amsterdam, Netherlands
| | - Claudia Buntrock
- Institute of Social Medicine and Health Systems Research, Faculty of Medicine, Otto von Guericke University Magdeburg, Magdeburg, Germany
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Deflorin HM, Söker MS, Bauer S, Moessner M. Evaluation of symptom network density as a predictor of treatment outcome of inpatient psychotherapy. Psychother Res 2024:1-9. [PMID: 38924474 DOI: 10.1080/10503307.2024.2365235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 05/31/2024] [Indexed: 06/28/2024] Open
Abstract
OBJECTIVE The network approach implies that the persistence of a mental disorder is rooted in a dense causal interconnection of symptoms. This study attempts to replicate and generalize previous findings in support of the assumption that higher density predicts poorer outcomes. The study examines the predictive value of network density at admission for recovery after inpatient treatment. METHOD N = 1375 adult patients with various forms of mental illness were classified as recovered (28%) versus not recovered (72%) after inpatient treatment. Recovery was defined as clinically significant improvement in impairment from admission to discharge. Networks of transdiagnostic symptoms at the time of admission were estimated. Network density, measured by global strength d, was compared between the recovered and not recovered groups using a permutation test. RESULTS Global strength at the time of admission tended to be higher in the No-Recovery group (d = 10.83) than the Recovery group (d = 7.53) but the association was not significant (p = .12). Similar results were found after controlling for group size and symptom severity. CONCLUSION The predictive value of network density for treatment outcomes remains unclear. There might be structural differences between the groups that the current measure of network density does not adequately represent.
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Affiliation(s)
- Hanna M Deflorin
- Center for Psychotherapy Research, University Hospital Heidelberg, Heidelberg, Germany
| | - Mara S Söker
- Center for Psychotherapy Research, University Hospital Heidelberg, Heidelberg, Germany
| | - Stephanie Bauer
- Center for Psychotherapy Research, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Mental Health (DZPG), partner site Mannheim/Heidelberg/Ulm, Germany
- Institute of Psychology, Heidelberg University, Heidelberg, Germany
| | - Markus Moessner
- Center for Psychotherapy Research, University Hospital Heidelberg, Heidelberg, Germany
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Parker C, Wood BM. At the Forefront: Social Workers' Role in Psilocybin Treatment for Depression and Substance Misuse. SOCIAL WORK 2024; 69:297-302. [PMID: 38697188 DOI: 10.1093/sw/swae019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 11/17/2023] [Accepted: 11/22/2023] [Indexed: 05/04/2024]
Abstract
This article underscores the critical role of social workers in harnessing the potential therapeutic benefits of psilocybin for treating major depressive disorder (MDD) and substance use disorder (SUD). Contemporary treatments for MDD often have side effects, and the success rate for SUD treatments remains low. The pervasiveness of MDD, combined with the challenges in treating SUD, highlights a need for innovative treatments. This article provides an overview of the resurgence of literature over the past two decades that illuminates the therapeutic promise of psilocybin for mental health treatment; clinical trials elucidate the efficacy of psilocybin-assisted therapy in mitigating MDD and demonstrate great promise in reducing SUD symptoms. The long-lasting posttreatment effect emphasizes its potential as a novel treatment modality. Furthermore, psilocybin's recognition as a "breakthrough therapy" by the U.S. Food and Drug Administration (FDA) and the accelerating pace of psychedelic reform bills indicate growing acceptance and interest in its therapeutic capacities. Psilocybin-assisted therapy emerges as a potent treatment option, showcasing remarkable effectiveness even after a single dose. Recommendations and pathways for social workers to be involved in psilocybin-assisted therapy investigation, advocacy, and implementation are provided.
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Affiliation(s)
- Claire Parker
- Claire Parker is a social work student, School of Social Work, University of Texas at Arlington, 501 West Mitchell Street, Arlington, TX 76010, USA
| | - Bethany Marie Wood
- Bethany Marie Wood, PhD, CSW, is assistant professor, School of Social Work, University of Texas at Arlington, Arlington, TX, USA
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Schramm E, Elsaesser M, Jenkner C, Hautzinger M, Herpertz SC. Algorithm-based modular psychotherapy vs. cognitive-behavioral therapy for patients with depression, psychiatric comorbidities and early trauma: a proof-of-concept randomized controlled trial. World Psychiatry 2024; 23:257-266. [PMID: 38727062 PMCID: PMC11083959 DOI: 10.1002/wps.21204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/13/2024] Open
Abstract
Effect sizes of psychotherapies currently stagnate at a low-to-moderate level. Personalizing psychotherapy by algorithm-based modular procedures promises improved outcomes, greater flexibility, and a better fit between research and practice. However, evidence for the feasibility and efficacy of modular-based psychotherapy, using a personalized treatment algorithm, is lacking. This proof-of-concept randomized controlled trial was conducted in 70 adult outpatients with a primary DSM-5 diagnosis of major depressive disorder, a score higher than 18 on the 24-item Hamilton Rating Scale for Depression (HRSD-24), at least one comorbid psychiatric diagnosis according to the Structured Clinical Interview for DSM-5 (SCID-5), a history of at least "moderate to severe" childhood maltreatment on at least one domain of the Childhood Trauma Questionnaire (CTQ), and exceeding the cut-off value on at least one of three measures of early trauma-related transdiagnostic mechanisms: the Rejection Sensitivity Questionnaire (RSQ), the Interpersonal Reactivity Index (IRI), and the Difficulties in Emotion Regulation Scale-16 (DERS-16). Patients were randomized to 20 sessions of either standard cognitive-behavioral therapy alone (CBT) or CBT plus transdiagnostic modules according to a mechanism-based treatment algorithm (MoBa), over 16 weeks. We aimed to assess the feasibility of MoBa, and to compare MoBa vs. CBT with respect to participants' and therapists' overall satisfaction and ratings of therapeutic alliance (using the Working Alliance Inventory - Short Revised, WAI-SR), efficacy, impact on early trauma-related transdiagnostic mechanisms, and safety. The primary outcome for efficacy was the HRSD-24 score at post-treatment. Secondary outcomes included, among others, the rate of response (defined as a reduction of the HRSD-24 score by at least 50% from baseline and a score <16 at post-treatment), the rate of remission (defined as a HRSD-24 score ≤8 at post-treatment), and improvements in early trauma-related mechanisms of social threat response, hyperarousal, and social processes/empathy. We found no difficulties in the selection of the transdiagnostic modules in the individual patients, applying the above-mentioned cut-offs, and in the implementation of MoBa. Both participants and therapists reported higher overall satisfaction and had higher WAI-SR ratings with MoBa than CBT. Both approaches led to major reductions of depressive symptoms at post-treatment, with a non-significant superiority of MoBa over CBT. Patients randomized to MoBa were nearly three times as likely to experience remission at the end of therapy (29.4% vs. 11.4%; odds ratio, OR = 3.2, 95% CI: 0.9-11.6). Among mechanism-based outcomes, MoBa patients showed a significantly higher post-treatment effect on social processes/empathy (p<0.05) compared to CBT patients, who presented an exacerbation on this domain at post-treatment. Substantially less adverse events were reported for MoBa compared to CBT. These results suggest the feasibility and acceptability of an algorithm-based modular psychotherapy complementing CBT in depressed patients with psychiatric comorbidities and early trauma. While initial evidence of efficacy was observed, potential clinical advantages and interindividual heterogeneity in treatment outcomes will have to be investigated in fully powered confirmation trials.
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Affiliation(s)
- Elisabeth Schramm
- Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Moritz Elsaesser
- Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Carolin Jenkner
- Clinical Trials Unit, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Martin Hautzinger
- Department of Psychology, Clinical Psychology, and Psychotherapy, Eberhard Karls University of Tübingen, Tübingen, Germany
| | - Sabine C Herpertz
- Department of General Psychiatry, Center for Psychosocial Medicine, Medical Faculty, Heidelberg University, Heidelberg, Germany
- German Center for Mental Health (DZPG), partner site Mannheim/Heidelberg/Ulm, Germany
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Velichkov M, Bezur Z, van Reekum CM, Williams CM. A biphasic response to blueberry supplementation on depressive symptoms in emerging adults: a double-blind randomized controlled trial. Eur J Nutr 2024; 63:1071-1088. [PMID: 38300292 PMCID: PMC11139700 DOI: 10.1007/s00394-023-03311-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 12/18/2023] [Indexed: 02/02/2024]
Abstract
PURPOSE The aim of the present study was to examine the acute and chronic effects of wild blueberry supplementation on mood, executive function, and serum biomarkers of neuroplasticity, inflammation, and oxidative stress in emerging adults with moderate-to-severe depressive symptoms. METHODS In this double-blind trial, 60 emerging adults (Mage = 20.0 years, 32% male) with self-reported depressive symptoms were randomly assigned to receive a single blueberry drink (acute phase), followed by 6 weeks of daily blueberry supplementation (chronic phase), or a matched placebo drink. The primary outcome was Beck Depression Inventory-II (BDI-II) scores at 6-week follow-up. Further measures included momentary affect (PANAS-X) and accuracy on an executive function task. The data were analyzed using ANCOVAs adjusted for baseline values, sex, and habitual fruit and vegetable intake. Estimated marginal means were calculated to compare the treatment arms. RESULTS The blueberry drink significantly improved positive affect (p = 0.026) and executive function (p = 0.025) at 2 h post-ingestion, with change scores being positively correlated in the blueberry group (r = 0.424, p = 0.017). However, after six weeks of supplementation the reduction in BDI-II scores was greater in the placebo group by 5.8 points (95% CI: 0.8-10.7, p = 0.023). Generalized anxiety and anhedonia also decreased significantly more in the placebo group. No significant differences were found for any of the biomarkers. CONCLUSIONS Six weeks of wild blueberry supplementation were inferior to placebo in reducing depressive symptoms. Nevertheless, the correlated improvements in positive affect and executive function after a single dose of blueberries point to a beneficial, albeit transient, psychological effect. These contrasting results suggest a biphasic, hormetic-like response that warrants further investigation. TRIAL REGISTRATION NCT04647019, dated 30 November, 2020.
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Affiliation(s)
- Martin Velichkov
- School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - Zsofia Bezur
- School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - Carien M van Reekum
- School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - Claire M Williams
- School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK.
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Hammelrath L, Hilbert K, Heinrich M, Zagorscak P, Knaevelsrud C. Select or adjust? How information from early treatment stages boosts the prediction of non-response in internet-based depression treatment. Psychol Med 2024; 54:1641-1650. [PMID: 38087867 DOI: 10.1017/s0033291723003537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
BACKGROUND Internet-based interventions produce comparable effectiveness rates as face-to-face therapy in treating depression. Still, more than half of patients do not respond to treatment. Machine learning (ML) methods could help to overcome these low response rates by predicting therapy outcomes on an individual level and tailoring treatment accordingly. Few studies implemented ML algorithms in internet-based depression treatment using baseline self-report data, but differing results hinder inferences on clinical practicability. This work compares algorithms using features gathered at baseline or early in treatment in their capability to predict non-response to a 6-week online program targeting depression. METHODS Our training and test sample encompassed 1270 and 318 individuals, respectively. We trained random forest algorithms on self-report and process features gathered at baseline and after 2 weeks of treatment. Non-responders were defined as participants not fulfilling the criteria for reliable and clinically significant change on PHQ-9 post-treatment. Our benchmark models were logistic regressions trained on baseline PHQ-9 sum or PHQ-9 early change, using 100 iterations of randomly sampled 80/20 train-test-splits. RESULTS Best performances were reached by our models involving early treatment characteristics (recall: 0.75-0.76; AUC: 0.71-0.77). Therapeutic alliance and early symptom change constituted the most important predictors. Models trained on baseline data were not significantly better than our benchmark. CONCLUSIONS Fair accuracies were only attainable by involving information from early treatment stages. In-treatment adaptation, instead of a priori selection, might constitute a more feasible approach for improving response when relying on easily accessible self-report features. Implementation trials are needed to determine clinical usefulness.
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Affiliation(s)
- Leona Hammelrath
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - Kevin Hilbert
- Department of Psychology, Health and Medical University Erfurt, Erfurt, Germany
| | - Manuel Heinrich
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - Pavle Zagorscak
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
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Dean JA, Eldering MJ, Schoevers RA, van Driel CMG. Identifying predictors of a favourable outcome for outpatients with a persistent depressive disorder treated with Cognitive Behavioural Analysis System of Psychotherapy: A prospective cohort study. BRITISH JOURNAL OF CLINICAL PSYCHOLOGY 2024; 63:244-257. [PMID: 38312067 DOI: 10.1111/bjc.12454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 12/21/2023] [Accepted: 01/01/2024] [Indexed: 02/06/2024]
Abstract
OBJECTIVES Cognitive Behavioural Analysis System of Psychotherapy (CBASP) is the first therapy specifically developed for persistent depressive disorder (PDD). This study aimed to identify predictors of favourable treatment outcome after group CBASP and assess change in depression severity over 24 weeks. DESIGN A prospective cohort study was conducted in patients with PDD treated with group-CBASP. METHODS Outcomes were depression severity measured by the Inventory of Depression Severity-self-report (IDS-SR) after 6 and 12 months. Potential predictors investigated were baseline depression severity, prior antidepressant use, age, family status, income source, age of onset and childhood trauma. Multivariate logistic regression was performed to assess their effects with a ≥25% IDS-SR score decrease as the dependent variable. RESULTS The IDS-SR score (range 0-84) significantly decreased from 37.78 at start to 33.45 at 6 months, an improvement which was maintained at 12 months. Having paid work and no axis I comorbidity significantly predicted favourable response. In the groups without a favourable outcome predictor a substantial percentage still showed at least partial response (16.7% and 19.2%). CONCLUSIONS Source of income and axis I comorbidity were predictors of response to group-CBASP. Within the group without favourable outcome predictors, a subgroup showed at least partial response. These results suggest that group-CBASP has promise for patients who do not respond to standard treatments. Future studies should include outcome measures that take into account comorbidity and other clinically relevant changes, such as social functioning.
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Affiliation(s)
- Juliana A Dean
- University Centre Psychiatry, University Medical Center Groningen, Groningen, The Netherlands
| | - Marieke J Eldering
- University Centre Psychiatry, University Medical Center Groningen, Groningen, The Netherlands
| | - Robert A Schoevers
- University Centre Psychiatry, University Medical Center Groningen, Groningen, The Netherlands
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Cuijpers P, Miguel C, Ciharova M, Harrer M, Basic D, Cristea IA, de Ponti N, Driessen E, Hamblen J, Larsen SE, Matbouriahi M, Papola D, Pauley D, Plessen CY, Pfund RA, Setkowski K, Schnurr PP, van Ballegooijen W, Wang Y, Riper H, van Straten A, Sijbrandij M, Furukawa TA, Karyotaki E. Absolute and relative outcomes of psychotherapies for eight mental disorders: a systematic review and meta-analysis. World Psychiatry 2024; 23:267-275. [PMID: 38727072 PMCID: PMC11083862 DOI: 10.1002/wps.21203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/13/2024] Open
Abstract
Psychotherapies are first-line treatments for most mental disorders, but their absolute outcomes (i.e., response and remission rates) are not well studied, despite the relevance of such information for health care users, providers and policy makers. We aimed to examine absolute and relative outcomes of psychotherapies across eight mental disorders: major depressive disorder (MDD), social anxiety disorder, panic disorder, generalized anxiety disorder (GAD), specific phobia, post-traumatic stress disorder (PTSD), obsessive-compulsive disorder (OCD), and borderline personality disorder (BPD). We used a series of living systematic reviews included in the Metapsy initiative (www.metapsy.org), with a common strategy for literature search, inclusion of studies and extraction of data, and a common format for the analyses. Literature search was conducted in major bibliographical databases (PubMed, PsycINFO, Embase, and the Cochrane Register of Controlled Trials) up to January 1, 2023. We included randomized controlled trials comparing psychotherapies for any of the eight mental disorders, established by a diagnostic interview, with a control group (waitlist, care-as-usual, or pill placebo). We conducted random-effects model pairwise meta-analyses. The main outcome was the absolute rate of response (at least 50% symptom reduction between baseline and post-test) in the treatment and control conditions. Secondary outcomes included the relative risk (RR) of response, and the number needed to treat (NNT). Random-effects meta-analyses of the included 441 trials (33,881 patients) indicated modest response rates for psychotherapies: 0.42 (95% CI: 0.39-0.45) for MDD; 0.38 (95% CI: 0.33-0.43) for PTSD; 0.38 (95% CI: 0.30-0.47) for OCD; 0.38 (95% CI: 0.33-0.43) for panic disorder; 0.36 (95% CI: 0.30-0.42) for GAD; 0.32 (95% CI: 0.29-0.37) for social anxiety disorder; 0.32 (95% CI: 0.23-0.42) for specific phobia; and 0.24 (95% CI: 0.15-0.36) for BPD. Most sensitivity analyses broadly supported these findings. The RRs were significant for all disorders, except BPD. Our conclusion is that most psychotherapies for the eight mental disorders are effective compared with control conditions, but absolute response rates are modest. More effective treatments and interventions for those not responding to a first-line treatment are needed.
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Affiliation(s)
- Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
- International Institute for Psychotherapy, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Clara Miguel
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
| | - Marketa Ciharova
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
| | - Mathias Harrer
- Psychology & Digital Mental Health Care, Technical University of Munich, Munich, Germany
| | - Djordje Basic
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
| | - Ioana A Cristea
- Department of General Psychology, University of Padua, Padua, Italy
| | - Nino de Ponti
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
| | - Ellen Driessen
- Department of Clinical Psychology, Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
- Depression Expertise Center, Pro Persona Mental Health Care, Nijmegen, The Netherlands
| | - Jessica Hamblen
- National Center for PTSD, White River Junction, VT, USA
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Sadie E Larsen
- National Center for PTSD, White River Junction, VT, USA
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Minoo Matbouriahi
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
| | - Davide Papola
- Department of Neuroscience, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Darin Pauley
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
| | - Constantin Y Plessen
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
- Department of Psychosomatic Medicine, Charité Universitätsmedizin Berlin; Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
| | - Rory A Pfund
- Tennessee Institute for Gambling Education & Research, Department of Psychology, University of Memphis, Memphis, TN, USA
| | - Kim Setkowski
- Research Department, 113 Suicide Prevention, Amsterdam, The Netherlands
- Department of Pedagogical and Educational Sciences, Faculty of Behavioural and Social Sciences, University of Groningen, Groningen, The Netherlands
| | - Paula P Schnurr
- National Center for PTSD, White River Junction, VT, USA
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Wouter van Ballegooijen
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Yingying Wang
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
| | - Heleen Riper
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Annemieke van Straten
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
| | - Marit Sijbrandij
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
| | - Toshi A Furukawa
- Department of Health Promotion and Human Behavior, Kyoto University Graduate School of Medicine and School of Public Health, Kyoto, Japan
| | - Eirini Karyotaki
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, The Netherlands
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Heise M, Bruijniks SJE, Renner F. Web-Based Imagery Behavioral Activation (WIMBA): Study Protocol for a Randomized Controlled Trial Testing the Effects, Acceptability, and Feasibility of a Mental Imagery Activity Scheduling Training Delivered Online. CLINICAL PSYCHOLOGY IN EUROPE 2024; 6:e12133. [PMID: 39119051 PMCID: PMC11303920 DOI: 10.32872/cpe.12133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 03/21/2024] [Indexed: 08/10/2024] Open
Abstract
Background Behavioral activation (BA) is an effective and efficacious treatment for depression. Activity scheduling is the central treatment component of BA and involves planning of potentially enjoyable and rewarding activities. Evidence from non-clinical studies suggests that mental imagery simulations of planned activities can increase motivation and anticipated pleasure for these activities. Method We describe a randomized controlled trial testing a mental imagery activity scheduling training delivered online in four weekly sessions (total training duration approximately 90 minutes) in a sample meeting diagnostic criteria of a major depressive episode, as indicated by the Diagnostic Short-Interview for Mental Disorders (Mini-DIPS), and not currently receiving treatment. Participants (N = 140) will be randomized to either mental imagery activity scheduling or a wait-list control condition. Depressive symptoms (BDI-II) and behavioral activation (BADS) are the primary outcomes; BDI-II will be measured at Session 1, Session 4, and at two-week follow-up, BADS at Sessions 1-4 and at two-week follow-up. Discussion It is discussed how the expected results may reflect mechanisms and effects of a mental imagery activity scheduling training delivered online in a sample of individuals with depression. Concluding we outline next steps for future research and highlight the potential of this novel treatment for dissemination in the wider community and integration into routine care.
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Affiliation(s)
- Max Heise
- Clinical Psychology and Psychotherapy Unit, Institute of Psychology, University of Freiburg, Freiburg, Germany
| | - Sanne J. E. Bruijniks
- Clinical Psychology and Psychotherapy Unit, Institute of Psychology, University of Freiburg, Freiburg, Germany
- Department of Clinical Psychology, Utrecht University, Utrecht, The Netherlands
| | - Fritz Renner
- Clinical Psychology and Psychotherapy Unit, Institute of Psychology, University of Freiburg, Freiburg, Germany
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Aupperle RL, Kuplicki R, Tsuchiyagaito A, Akeman E, Sturycz-Taylor CA, DeVille D, Lasswell T, Misaki M, Berg H, McDermott TJ, Touthang J, Ballard ED, Cha C, Schacter DL, Paulus MP. Ventromedial prefrontal cortex activation and neurofeedback modulation during episodic future thinking for individuals with suicidal thoughts and behaviors. Behav Res Ther 2024; 176:104522. [PMID: 38547724 PMCID: PMC11103812 DOI: 10.1016/j.brat.2024.104522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 01/30/2024] [Accepted: 03/14/2024] [Indexed: 04/08/2024]
Abstract
Individuals experiencing suicidal thoughts and behaviors (STBs) show less specificity and positivity during episodic future thinking (EFT). Here, we present findings from two studies aiming to (1) further our understanding of how STBs may relate to neural responsivity during EFT and (2) examine the feasibility of modulating EFT-related activation using real-time fMRI neurofeedback (rtfMRI-nf). Study 1 involved 30 individuals with major depressive disorder (MDD; half with STBs) who performed an EFT task during fMRI, for which they imagined personally-relevant future positive, negative, or neutral events. Positive EFT elicited greater ventromedial prefrontal cortex (vmPFC) activation compared to negative EFT. Importantly, the MDD + STB group exhibited reduced vmPFC activation across all EFT conditions compared to MDD-STB; although EFT fluency and subjective experience remained consistent across groups. Study 2 included rtfMRI-nf focused on vmPFC modulation during positive EFT for six participants with MDD + STBs. Results support the feasibility and acceptability of the rtfMRI-nf protocol and quantitative and qualitative observations are provided to help inform future, larger studies aiming to examine similar neurofeedback protocols. Results implicate vmPFC blunting as a promising treatment target for MDD + STBs and suggest rtfMRI-nf as one potential technique to explore for enhancing vmPFC engagement.
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Affiliation(s)
- R L Aupperle
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA; School of Community Medicine, 1215 South Boulder Ave W., The University of Tulsa, Tulsa, OK, 74119, USA.
| | - R Kuplicki
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA
| | - A Tsuchiyagaito
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA
| | - E Akeman
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA
| | - C A Sturycz-Taylor
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA
| | - D DeVille
- Department of Psychiatry, University of California San Diego, 4510 Executive Drive, San Diego, CA, 92121, USA
| | - T Lasswell
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA
| | - M Misaki
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA
| | - H Berg
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA
| | - T J McDermott
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA
| | - J Touthang
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA
| | - E D Ballard
- Experimental Therapeutics and Pathophysiological Branch, Intramural Research Program, National Institute of Mental Health, Bethesda, MD, USA
| | - C Cha
- Department of Psychology, Columbia University, 428 Horace Mann, New York, NY, 10027, USA
| | - D L Schacter
- Department of Psychology, Harvard University, 33 Kirkland St., William James Hall, Cambridge, MA, 02138, USA
| | - M P Paulus
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74008, USA; School of Community Medicine, 1215 South Boulder Ave W., The University of Tulsa, Tulsa, OK, 74119, USA
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Eigenhuis E, van Buuren VEM, Boeschoten RE, Muntingh ADT, Batelaan NM, van Oppen P. The Effects of Patient Preference on Clinical Outcome, Satisfaction and Adherence Within the Treatment of Anxiety and Depression: A Meta-Analysis. Clin Psychol Psychother 2024; 31:e2985. [PMID: 38706162 DOI: 10.1002/cpp.2985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 03/01/2024] [Accepted: 03/26/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND Taking patient preference into consideration has received increased attention in the last decades. We conducted a meta-analysis to estimate the effects of patient preference on clinical outcome, satisfaction and adherence regarding treatment of depression and anxiety. METHODS Pubmed, Embase, PsycINFO and Scopus were searched for (cluster) randomized controlled trials. Twenty-six randomized controlled clinical trials were included, comprising 3670 participants, examining the effect of patient preference regarding treatment of anxiety and depression on clinical outcome, satisfaction and/or adherence. RESULTS No effect of patient preference was found on clinical outcome [d = 0.06, 95% CI = (-0.03, 0.15), p = 0.16, n = 23 studies]. A small effect of patient preference was found on treatment satisfaction [d = 0.33, 95% CI = (0.08, 0.59), p = 0.01, n = 6 studies] and on treatment adherence [OR = 1.55, 95% CI = (1.28, 1.87), p < 0.001, n = 22 studies]. LIMITATIONS Patient preference is a heterogeneous concept, future studies should strive to equalize operationalization of preference. Subgroup analyses within this study should be interpreted with caution because the amount of studies per analysed subgroup was generally low. Most studies included in this meta-analysis focused on patients with depression. The small number of studies (n = 6) on satisfaction, prevents us from drawing firm conclusions. CONCLUSIONS While this meta-analysis did not find a positive effect of considering patient preference on clinical outcome, it was associated with slightly better treatment satisfaction and adherence. Accommodating preference of patients with anxiety and depression can improve treatment. TRIAL REGISTRATION PROSPERO: CRD42020172556.
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Affiliation(s)
- Eline Eigenhuis
- Department for Anxiety and Depression, GGZ inGeest Mental Health Care, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Mental Health Program, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Vanessa E M van Buuren
- Department for Anxiety and Depression, GGZ inGeest Mental Health Care, Amsterdam, The Netherlands
| | - Rosa E Boeschoten
- Department for Anxiety and Depression, GGZ inGeest Mental Health Care, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Mental Health Program, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Anna D T Muntingh
- Department for Anxiety and Depression, GGZ inGeest Mental Health Care, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Mental Health Program, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Neeltje M Batelaan
- Department for Anxiety and Depression, GGZ inGeest Mental Health Care, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Mental Health Program, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Patricia van Oppen
- Department for Anxiety and Depression, GGZ inGeest Mental Health Care, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Mental Health Program, Amsterdam Public Health, Amsterdam, The Netherlands
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Smith MM, Hewitt PL. The equivalence of psychodynamic therapy and cognitive behavioral therapy for depressive disorders in adults: A meta-analytic review. J Clin Psychol 2024; 80:945-967. [PMID: 38324666 DOI: 10.1002/jclp.23649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 01/07/2024] [Accepted: 01/14/2024] [Indexed: 02/09/2024]
Abstract
BACKGROUND Meta-analyses on the relative efficacy of psychodynamic psychotherapy (PDT) and cognitive behavioral therapy (CBT) for depressive disorders are limited by heterogeneity in diagnostic samples and comparators and a lack of equivalence testing. OBJECTIVE We addressed this through a meta-analytic test of the equivalence of manualized PDT and CBT in treating adults with depressive disorders as determined by diagnostic interviews. Sensitivity analyses evaluated the impact of pretreatment differences, mixed diagnostic samples, author allegiance, study quality, year of publication and outliers on findings. METHOD A comprehensive literature search across multiple databases using reliable screening methods identified nine randomized controlled trials directly comparing manualized PDT and CBT for diagnosed depressive disorders in adults. Following pre-registration, we employed random effect models for our meta-analyses and two one-sided test procedures for equivalence testing. RESULTS Independent raters determined that all studies were of adequate quality. Immediately posttreatment, depressive symptoms were statistically equivalent across PDT and CBT (k = 9; g = -0.11, 90% confidence interval [90% CI]: -0.24 to 0.02, pequivalence = .048, pNHST = .212, I2 = 32.7). At follow-up, the longest time point within a year, depressive symptoms were neither statistically equivalent nor statistically different (k = 6; g = -0.16, 90% CI: -0.31 to -0.02, pequivalence = .184, pNHST = .126, I2 = 0.00). CONCLUSION The efficacy of manualized PDT is equal to manualized CBT immediately at posttreatment for depressive disorders in the adult general population. Nevertheless, insufficient data exists to reach a conclusion regarding equivalence at follow-up.
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Affiliation(s)
- Martin M Smith
- Department of Psychology, University of British Columbia, Vancouver, BC, Canada
| | - Paul L Hewitt
- Department of Psychology, University of British Columbia, Vancouver, BC, Canada
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Haakana R, Rosenström T, Parkkinen L, Tuomisto MT, Isometsä E. Effectiveness of an add-on brief group behavioral activation treatment for depression in psychiatric care: a randomized clinical trial. Front Psychiatry 2024; 15:1284363. [PMID: 38745781 PMCID: PMC11091724 DOI: 10.3389/fpsyt.2024.1284363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 04/09/2024] [Indexed: 05/16/2024] Open
Abstract
Objective Behavioral activation (BA) is an effective treatment for depression. We investigated the effectiveness of add-on group-format BA and peer support (PS) with treatment as usual (TAU) in a registered randomized clinical trial in psychiatric outpatient settings (ISRCTN10647845). Methods Adult outpatients (N = 140) with major depressive disorder (MDD) and Patient Health Questionnaire (PHQ-9) score ≥10 were randomized into a) group BA, consisting of eight 90-minute weekly group sessions plus TAU; b) group PS, including eight 90-minute weekly group sessions plus TAU; or c) TAU alone. The primary outcome was a within-individual change in PHQ-9 score between baseline and 8 weeks. Secondary outcomes were 1) response, 2) remission, and 3) functional impairment at 8 weeks, plus 4) change in PHQ-9 at 6 months. Results Of the randomized patients, 100 (71.4%) completed treatments, including 29/45 (64.4%) patients in the BA group, 39/49 (79.6%) in the PS group, and 32/46 (69.6%) in the TAU group. By 8 weeks, PHQ-9 scores declined most in the TAU group [BA -0.28 (95% CI -2.48, 1.92), PS -0.58 (-2.09, 0.94) vs. TAU -3.32 (-5.21, -1.44); group-difference test, p = 0.034]. The secondary outcomes in the BA or PS arms did not significantly differ from those in TAU. Videotaped sessions revealed marked variation in briefly trained therapists' adherence to the treatment manual. Conclusions In this randomized trial, the effectiveness of treatments with the added BA and PS groups did not exceed that of TAU alone. The preconditions in which brief BA or PS group interventions benefit outpatients with depression in psychiatric settings warrant critical investigation.
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Affiliation(s)
- Riikka Haakana
- Department of Psychiatry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Tom Rosenström
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Lauri Parkkinen
- Faculty of Social Sciences (Psychology), Tampere University, Tampere, Finland
| | - Martti T. Tuomisto
- Faculty of Social Sciences (Psychology), Tampere University, Tampere, Finland
| | - Erkki Isometsä
- Department of Psychiatry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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Zalaznik D, Zlotnick E, Barzilay S, Ganor T, Sorka H, Ebert DD, Andersson G, Huppert JD. Interpersonal factors in internet-based cognitive behavioral therapy for depression: Attachment style and alliance with the program and with the therapist. Psychother Res 2024:1-16. [PMID: 38581409 DOI: 10.1080/10503307.2024.2325510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 02/27/2024] [Indexed: 04/08/2024] Open
Abstract
Objective This open-trial study examined effects of a culturally-adapted Hebrew version of guided internet-based cognitive behavioural therapy (ICBT) for depression. We examined therapeutic alliance with the therapist and with the programme (content) as potential predictors of outcomes. Furthermore, we examined whether anxious and avoidant attachment styles improved, although relationships were not the focus of treatment. Method: We examined alliance with therapist and alliance with programme and their time-lagged (1 week), longitudinal relationship with depression outcomes, and change in anxious and avoidant attachment during treatment. Results: Depression and insomnia improved significantly (Cohen's d: depression = 1.34, insomnia = 0.86), though dropout was relatively high (49%). Alliance with programme and with the therapist predicted adherence and dropout, whereas only alliance with therapist predicted symptom improvement. Avoidant attachment decreased over treatment whereas anxious attachment did not. Conclusion: A culturally-adapted version of ICBT for depression showed that alliance with therapist and alliance with programme both can play an important role in its effectiveness: alliance with programme and the therapist drive adherence and dropout and alliance with therapist is related to symptom improvement. Although the focus of treatment is not interpersonal, avoidant attachment style can improve following ICBT.
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Affiliation(s)
- Dina Zalaznik
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Elad Zlotnick
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Snir Barzilay
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Tal Ganor
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Hila Sorka
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - David Daniel Ebert
- Faculty of Behavioural and Movement Sciences, Clinical, Neuro- & Developmental Psychology, Vrije Universiteit, Amsterdam, Netherlands
| | - Gerhard Andersson
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Jonathan D Huppert
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
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Miguel C, Cecconi J, Harrer M, van Ballegooijen W, Bhattacharya S, Karyotaki E, Cuijpers P, Gentili C, Cristea IA. Assessment of suicidality in trials of psychological interventions for depression: a meta-analysis. Lancet Psychiatry 2024; 11:252-261. [PMID: 38428438 DOI: 10.1016/s2215-0366(24)00027-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 01/09/2024] [Accepted: 01/16/2024] [Indexed: 03/03/2024]
Abstract
BACKGROUND Psychological interventions that are efficacious as treatments for depression could indirectly affect suicide-related outcomes. We examined suicidal thoughts and behaviours as eligibility criteria, outcomes, and adverse events across trials of psychotherapy for depression. METHODS We used a publicly available meta-analytic database developed through systematic searches (updated as of May 1, 2023) to identify randomised controlled trials in which a psychological intervention for depression was compared with an inactive or non-specific control condition in adults with depression and in which any suicide-related outcomes were reported. We also identified studies in which suicide risk was an exclusion criterion. We excluded inpatient studies and trials of unguided digital interventions or collaborative care that included a psychological component. Pairs of reviewers worked independently to select studies and extract data. In a random-effects meta-analysis with robust variance estimation, we assessed the effect of the psychological intervention on suicide outcomes in trials in which suicide was explicitly assessed as an outcome with clinical scales with established psychometric properties. Risk of bias was assessed with the Cochrane risk-of-bias tool (version 2). FINDINGS Of the 469 randomised trials we identified in which a psychological intervention was compared with an inactive control in people with depression, 251 excluded people judged at risk of suicide. Any assessment of suicide was included in only 45 trials, 12 of which assessed suicidal ideation or risk as an outcome. These 12 trials included 3930 participants, 2795 (71%) of whom were female and 1135 (29%) of whom were male; data for age and ethnicity were not consistently reported. Psychological interventions for depression were associated with a small reduction in suicidal ideation and risk in 11 trials (one trial reported only follow-up data) after the intervention (standardised mean difference -0·31 [95% CI -0·60 to -0·03]) but not at follow-up (-0·49 [-1·31 to 0·32]). Suicide-related adverse events were reported in 25 trials, and suicide-related serious adverse events (eg, suicide attempts, deaths by suicide) were reported in 13 trials. Heterogeneity was substantial across all analyses, and prediction intervals crossed zero. INTERPRETATION Trials of psychological interventions for depression rarely report assessments of suicide. Psychological interventions might reduce suicidal ideation in patients with depression, but more randomised controlled trials are required to clarify this effect. Monitoring and reporting of suicide-related adverse events should be improved in trials of psychological interventions for depression, and future trials should incorporate outcomes related to suicidal thoughts or behaviours. FUNDING None. TRANSLATION For the Spanish translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Clara Miguel
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Jessica Cecconi
- Department of General Psychology, University of Padua, Padua, Italy
| | - Mathias Harrer
- Psychology & Digital Mental Health Care, Technical University of Munich, Munich, Germany
| | - Wouter van Ballegooijen
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands; Department of Psychiatry, Amsterdam UMC, Amsterdam, Netherlands
| | - Shalini Bhattacharya
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Eirini Karyotaki
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Claudio Gentili
- Department of General Psychology, University of Padua, Padua, Italy
| | - Ioana A Cristea
- Department of General Psychology, University of Padua, Padua, Italy.
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von Mücke-Heim IA, Pape JC, Grandi NC, Erhardt A, Deussing JM, Binder EB. Multiomics and blood-based biomarkers of electroconvulsive therapy in severe and treatment-resistant depression: study protocol of the DetECT study. Eur Arch Psychiatry Clin Neurosci 2024; 274:673-684. [PMID: 37644215 PMCID: PMC10995021 DOI: 10.1007/s00406-023-01647-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 07/07/2023] [Indexed: 08/31/2023]
Abstract
Electroconvulsive therapy (ECT) is commonly used to treat treatment-resistant depression (TRD). However, our knowledge of the ECT-induced molecular mechanisms causing clinical improvement is limited. To address this issue, we developed the single-center, prospective observational DetECT study ("Multimodal Biomarkers of ECT in TRD"; registered 18/07/2022, www.clinicalTrials.gov , NCT05463562). Its objective is to identify molecular, psychological, socioeconomic, and clinical biomarkers of ECT response in TRD. We aim to recruit n = 134 patients in 3 years. Over the course of 12 biweekly ECT sessions (± 7 weeks), participant blood is collected before and 1 h after the first and seventh ECT and within 1 week after the twelfth session. In pilot subjects (first n = 10), additional blood draws are performed 3 and 6 h after the first ECT session to determine the optimal post-ECT blood draw interval. In blood samples, multiomic analyses are performed focusing on genotyping, epigenetics, RNA sequencing, neuron-derived exosomes, purines, and immunometabolics. To determine clinical response and side effects, participants are asked weekly to complete four standardized self-rating questionnaires on depressive and somatic symptoms. Additionally, clinician ratings are obtained three times (weeks 1, 4, and 7) within structured clinical interviews. Medical and sociodemographic data are extracted from patient records. The multimodal data collected are used to perform the conventional statistics as well as mixed linear modeling to identify clusters that link biobehavioural measures to ECT response. The DetECT study can provide important insight into the complex mechanisms of ECT in TRD and a step toward biologically informed and data-driven-based ECT biomarkers.
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Affiliation(s)
- Iven-Alex von Mücke-Heim
- Department Genes and Environment, Max Planck Institute of Psychiatry, Kraepelinstraße 2-10, 80804, Munich, Germany
- Research Group Molecular Neurogenetics, Max Planck Institute of Psychiatry, Kraepelinstraße 2-10, 80804, Munich, Germany
- Department of Psychiatry, Clinical Anxiety Research, University of Würzburg, Josef-Schneider-Straße 2, 97080, Würzburg, Germany
| | - Julius C Pape
- Department Genes and Environment, Max Planck Institute of Psychiatry, Kraepelinstraße 2-10, 80804, Munich, Germany.
- Department of Psychiatry, Clinical Anxiety Research, University of Würzburg, Josef-Schneider-Straße 2, 97080, Würzburg, Germany.
| | - Norma C Grandi
- Department Genes and Environment, Max Planck Institute of Psychiatry, Kraepelinstraße 2-10, 80804, Munich, Germany
- Department of Psychiatry, Clinical Anxiety Research, University of Würzburg, Josef-Schneider-Straße 2, 97080, Würzburg, Germany
| | - Angelika Erhardt
- Department Genes and Environment, Max Planck Institute of Psychiatry, Kraepelinstraße 2-10, 80804, Munich, Germany
- Department of Psychiatry, Clinical Anxiety Research, University of Würzburg, Josef-Schneider-Straße 2, 97080, Würzburg, Germany
| | - Jan M Deussing
- Research Group Molecular Neurogenetics, Max Planck Institute of Psychiatry, Kraepelinstraße 2-10, 80804, Munich, Germany
- Department of Psychiatry, Clinical Anxiety Research, University of Würzburg, Josef-Schneider-Straße 2, 97080, Würzburg, Germany
| | - Elisabeth B Binder
- Department Genes and Environment, Max Planck Institute of Psychiatry, Kraepelinstraße 2-10, 80804, Munich, Germany
- Department of Psychiatry, Clinical Anxiety Research, University of Würzburg, Josef-Schneider-Straße 2, 97080, Würzburg, Germany
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Gumz A, Daubmann A, Erices R, Berger J, Reuter L, Kästner D. Associations between therapists' verbal techniques and patient-rated therapeutic alliance, insight, and problem solving. Psychother Res 2024:1-12. [PMID: 38527181 DOI: 10.1080/10503307.2024.2327443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 03/04/2024] [Indexed: 03/27/2024] Open
Abstract
OBJECTIVE To investigate associations between common factors (alliance, insight, problem solving) and therapists' techniques. We expected a positive association between (1) supportive techniques and the alliance, (2) interpretative techniques and insight, and (3) a stronger association between interpretative techniques and insight for patients with more severe baseline symptoms. Other associations were analyzed in an exploratory way. METHOD Sixty sessions from 15 adult female patients diagnosed with personality disorder were analyzed using the Psychodynamic Interventions List (verbal techniques, observer-rated transcripts), and the Session Questionnaire for General and Differential Individual Psychotherapy (common factors, patient-rated after each session). Multilevel modeling was applied. RESULTS A greater use of supportive techniques was related to a higher therapeutic alliance (b = .28, 95% CI: .01-.55, p = .042). Neither the positive association between interpretative techniques and insight nor the moderating effect of baseline symptom severity could be confirmed. Exploratory analyses revealed associations between problem-solving and different verbal techniques. CONCLUSION Therapists' use of supportive techniques seems to influence the therapeutic alliance positively in patients with personality disorders. The effect of interpretative techniques might depend on other factors like patient characteristics. In general, there seem to be differential and specific associations between different therapists' verbal techniques and common factors.
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Affiliation(s)
- Antje Gumz
- Department of Psychosomatics and Psychotherapy, Psychologische Hochschule Berlin, Berlin, Germany
| | - Anne Daubmann
- Department of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Rainer Erices
- Institute for History of Medicine and Medical Ethics, Friedrich-Alexander-Universitaet Erlangen-Nuernberg, Erlangen, Germany
| | - Jelka Berger
- Department of Psychosomatics and Psychotherapy, Psychologische Hochschule Berlin, Berlin, Germany
| | - Laurence Reuter
- Department of Psychosomatics and Psychotherapy, Psychologische Hochschule Berlin, Berlin, Germany
| | - Denise Kästner
- Department of Psychosomatics and Psychotherapy, Psychologische Hochschule Berlin, Berlin, Germany
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Cuijpers P, Miguel C, Ciharova M, Harrer M, Karyotaki E. Non-directive supportive therapy for depression: A meta-analytic review. J Affect Disord 2024; 349:452-461. [PMID: 38211757 DOI: 10.1016/j.jad.2024.01.073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 12/24/2023] [Accepted: 01/04/2024] [Indexed: 01/13/2024]
Abstract
BACKGROUND Non-directive supportive therapy (NDST) is an important treatment of adult depression, but no recent meta-analysis has integrated the randomized trials examining its effects. METHODS We conducted a meta-analysis comparing NDST to control conditions and to other therapies, by using an existing database of randomized trials of psychological treatments of depression in adults. This database was built through searches in PubMed, PsycINFO, Embase and the Cochrane Library. RESULTS 48 randomized controlled trials (5075 participants), with 20 comparisons between NDST and a control group and 49 comparisons between NDST and another psychotherapy were included. Random effects meta-analyses found an effect size of NDST compared with control conditions of g = 0.53 (95 % CI, 0.34; 0.72) with moderate heterogeneity (I2 = 51; 95 % CI: 18; 71; PI = -0.02 to 1.09). NDST was less effective than other therapies (g = -0.21; 95 % CI: -0.31; -0.11). The difference with other therapies was significantly larger in studies in which NDST was used as a control group (p = .003). There was no significant difference between NDST and other therapies in which NDST was not used as a control group (k = 14; g = -0.05; 95 % CI: -0.17; 0.07). CONCLUSIONS NDST probably is an effective treatment of depression. The effects may be somewhat smaller than those of other therapies, but that may also be an artefact, because NDST is often used as a control group and may be designed as an "intent-to-fail" intervention in some studies.
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Affiliation(s)
- Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, WHO Collaborating Centre for Research and Dissemination of Psychological Interventions, Amsterdam Public Health research institute, Vrije Universiteit Amsterdam, the Netherlands; Babeș-Bolyai University, International Institute for Psychotherapy, Cluj-Napoca, Romania.
| | - Clara Miguel
- Department of Clinical, Neuro and Developmental Psychology, WHO Collaborating Centre for Research and Dissemination of Psychological Interventions, Amsterdam Public Health research institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Marketa Ciharova
- Department of Clinical, Neuro and Developmental Psychology, WHO Collaborating Centre for Research and Dissemination of Psychological Interventions, Amsterdam Public Health research institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Mathias Harrer
- Psychology & Digital Mental Health Care, Department of Health Sciences, Technical University of Munich, Munich, Germany
| | - Eirini Karyotaki
- Department of Clinical, Neuro and Developmental Psychology, WHO Collaborating Centre for Research and Dissemination of Psychological Interventions, Amsterdam Public Health research institute, Vrije Universiteit Amsterdam, the Netherlands
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40
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Reis DJ, Schneider AL, King SE, Forster JE, Bahraini NH. Delivery of bright light therapy within the Veterans Health Administration. J Affect Disord 2024; 349:1-7. [PMID: 38154586 DOI: 10.1016/j.jad.2023.12.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 11/28/2023] [Accepted: 12/23/2023] [Indexed: 12/30/2023]
Abstract
BACKGROUND Bright light therapy (BLT) is efficacious for seasonal and non-seasonal depression. However, the current state of BLT use in practice is unknown, impeding efforts to identify and address utilization gaps. This study's objective was to investigate BLT delivery in a nationwide U.S. healthcare system. METHODS This was a retrospective observational study of electronic medical records from all veterans who received outpatient mood disorder-related care in the Veterans Health Administration (VHA) from October 2008 through September 2020. BLT delivery was measured through the placement of light box consults. RESULTS Of the 3,442,826 veterans who received outpatient mood disorder care, only 57,908 (1.68 %) received a light box consult. Consults increased by 548.44 % (99.9 % credible interval: 467.36 %, 638.74 %) over the timeframe and displayed a robust yearly cycle that peaked on either December 21st or December 22nd. Past mental health treatment for a mood disorder was associated with a higher probability of a consult (relative risk = 4.79, 99.9 % CI: 4.21, 5.60). There was low representation related to veteran age, gender, race, and ethnicity. LIMITATIONS No information on patients who declined light boxes or actual light box use following consult placement. CONCLUSIONS Outpatient BLT delivery for mood disorders in the VHA remains low, despite significant growth over the past decade. It also displays a strong seasonal rhythm that peaks on the winter solstice, suggesting a limited focus on seasonal depression and a suboptimal reactive approach to changing sunlight. Overall, there exists ample opportunity for novel implementation efforts aimed at increasing utilization of BLT.
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Affiliation(s)
- Daniel J Reis
- VA Rocky Mountain Mental Illness Research, Education, and Clinical Center for Veteran Suicide Prevention, Aurora, CO, USA; Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
| | - Alexandra L Schneider
- VA Rocky Mountain Mental Illness Research, Education, and Clinical Center for Veteran Suicide Prevention, Aurora, CO, USA
| | - Samuel E King
- VA Rocky Mountain Mental Illness Research, Education, and Clinical Center for Veteran Suicide Prevention, Aurora, CO, USA
| | - Jeri E Forster
- VA Rocky Mountain Mental Illness Research, Education, and Clinical Center for Veteran Suicide Prevention, Aurora, CO, USA; Department of Physical Medicine and Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Nazanin H Bahraini
- VA Rocky Mountain Mental Illness Research, Education, and Clinical Center for Veteran Suicide Prevention, Aurora, CO, USA; Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Physical Medicine and Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Benasi G, Mehr C, Liao M, Aggarwal B. The role of social support in the relation between chronotype and mental health in a cohort of women from the American Heart Association Go Red for Women Strategically Focused Research Network. Chronobiol Int 2024; 41:447-455. [PMID: 38320972 PMCID: PMC10993173 DOI: 10.1080/07420528.2024.2313649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 01/29/2024] [Indexed: 02/08/2024]
Abstract
Women are disproportionally affected by psychological distress and lack of social support and are more vulnerable to the negative impact of chronotype on mental health. This study evaluates cross-sectional associations between chronotype and mental health, while assessing the mediating role of social support among women from diverse racial/ethnic backgrounds. Women from the American Heart Association Go Red for Women Research Network were included (N = 506, mean age = 37 ± 15.7, 61% racial/ethnic minority). Chronotype, depression, perceived stress, health-related quality of life, and social support were assessed at baseline using validated self-reported questionnaires. Linear regression and causal mediation analyses were performed. Depression and negative emotionality were higher among women with evening vs. morning/intermediate chronotypes (all p < 0.05). Multivariable analyses adjusted for sociodemographic and clinical confounders showed associations between evening chronotype and higher depression (p = 0.004) and negative emotionality (p = 0.010). However, these associations were no longer significant after adjusting for social support (depression: p = 0.12; negative emotionality: p = 0.18). Social support significantly mediated 44.6% and 45.8% of the total effect of chronotype on depression and negative emotionality, respectively. Social support represents a potential mechanism underlying the associations between eveningness and poor mental health. Chronotype and social support should be considered in interventions for the promotion of mental health in women.
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Affiliation(s)
- Giada Benasi
- Division of General Medicine, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Cole Mehr
- Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Ming Liao
- Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Brooke Aggarwal
- Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
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Harrer M, Nixon P, Sprenger AA, Heber E, Boß L, Heckendorf H, Buntrock C, Ebert DD, Lehr D. Are web-based stress management interventions effective as an indirect treatment for depression? An individual participant data meta-analysis of six randomised trials. BMJ MENTAL HEALTH 2024; 27:e300846. [PMID: 38351099 PMCID: PMC10897957 DOI: 10.1136/bmjment-2023-300846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Accepted: 11/15/2023] [Indexed: 02/16/2024]
Abstract
QUESTION Depression is highly prevalent and associated with numerous adverse consequences for both individuals and society. Due to low uptake of direct treatment, interventions that target related, but less stigmatising problems, such as perceived stress, have emerged as a new research paradigm.This individual participant data (IPD) meta-analysis examines if a web-based stress management intervention can be used as an 'indirect' treatment of depression. STUDY SELECTION AND ANALYSIS Bayesian one-stage models were used to estimate pooled effects on depressive symptom severity, minimally important improvement and reliable deterioration. The dose-response relationship was examined using multilevel additive models, and IPD network meta-analysis was employed to estimate the effect of guidance. FINDINGS In total, N=1235 patients suffering from clinical-level depression from K=6 randomised trials were included. Moderate-to-large effects were found on depressive symptom severity at 7 weeks post-intervention (d=-0.65; 95% credibility interval (CrI): -0.84 to -0.48) as measured with the Center for Epidemiological Studies' Depression Scale. Effects were sustained at 3-month follow-up (d=-0.74; 95% CrI: -1.01 to -0.48). Post-intervention symptom severity was linearly related to the number of completed sessions. The incremental impact of guidance was estimated at d=-0.25 (95% CrI: -1.30 to 0.82), with a 35% posterior probability that guided and unguided formats produce equivalent effects. CONCLUSIONS Our results indicate that web-based stress management can serve as an indirect treatment, yielding effects comparable with direct interventions for depression. Further research is needed to determine if such formats can indeed increase the utilisation of evidence-based treatment, and to corroborate the favourable effects for human guidance. STUDY REGISTRATION Open material repository: osf.io/dbjc8, osf.io/3qtbe. TRIAL REGISTRATION NUMBER German Clinical Trial Registration (DRKS): DRKS00004749, DRKS00005112, DRKS00005384, DRKS00005687, DRKS00005699, DRKS00005990.
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Affiliation(s)
- Mathias Harrer
- Technical University of Munich, Munich, Germany
- Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Germany
| | - Patricia Nixon
- Health Psychology and Applied Biological Psychology, Leuphana Universitat Luneburg, Luneburg, Germany
| | | | - Elena Heber
- GetOn Institut für Gesundheitstrainings GmbH/HelloBetter, Hamburg, Germany
| | - Leif Boß
- Health Psychology and Applied Biological Psychology, Leuphana Universitat Luneburg, Luneburg, Germany
| | - Hanna Heckendorf
- Health Psychology and Applied Biological Psychology, Leuphana Universitat Luneburg, Luneburg, Germany
| | | | | | - Dirk Lehr
- Health Psychology and Applied Biological Psychology, Leuphana Universitat Luneburg, Luneburg, Germany
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Kassel MT, Kryza-Lacombe M, Insel PS, Rhodes E, Satre DD, Nelson JC, Tosun D, Mathews CA, Mackin RS. Hoarding Symptoms in Late Life Depression are Associated With Greater Executive Dysfunction and Disability and Poorer Response to Depression Treatment. Am J Geriatr Psychiatry 2024; 32:137-147. [PMID: 37770349 PMCID: PMC10872841 DOI: 10.1016/j.jagp.2023.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 08/10/2023] [Accepted: 08/12/2023] [Indexed: 09/30/2023]
Abstract
OBJECTIVES Late life depression (LLD) and hoarding disorder (HD) are common in older adults and characterized by executive dysfunction and disability. We aimed to determine the frequency of co-occurring HD in LLD and examine hoarding severity as an additional contributor to executive dysfunction, disability, and response to psychotherapy for LLD. DESIGN Cross-sectional. SETTING Outpatient psychiatry program. PARTICIPANTS Eighty-three community-dwelling adults ages 65-90 with LLD. INTERVENTION Problem-solving therapy. MEASUREMENTS Measures of executive function, disability, depression, and hoarding severity were completed at post-treatment. Pearson's chi-squared tests evaluated group differences in rates of cognitive impairment, disability, and depression treatment response between participants with HD (LLD+HD) and LLD only. Separate linear regressions assessed associations between hoarding severity and executive function, disability, and psychotherapy response. Covariates included age, education, gender, and depression severity. RESULTS 30.1% (25/83) of LLD participants met HD criteria. Relative to LLD, LLD+HD participants demonstrated greater impairment rates on measures of executive function (Letter-Number-Sequencing, X2(1)=4.0, p = 0.045; Stroop-Interference, X2(1) = 4.8, p = 0.028). Greater hoarding severity was associated with poorer executive functioning performance (Letter-Number-Sequencing (t[70] = -2.1, β = -0.05, p = 0.044), Digit-Span (t[71] = -2.4, β = -0.07, p = 0.019), Letter-Fluency (t[ 71] = -2.8, β = -0.24, p = 0.006)). Rates of disability were significantly higher for LLD+HD (88.0%) than LLD (62.3%), (X2[1] = 5.41, p = 0.020) and higher hoarding severity was related to greater disability (t[72] = 2.97, β = 0.13, p = 0.004). Depression treatment response rates were significantly lower for LLD+HD (24.0%) compared to LLD (48.3%), X2(1) = 4.26, p = 0.039, and HD status predicted psychotherapy response, t(67) = -2.15, β = -15.6, p = 0.035. CONCLUSIONS We found 30.1% co-occurrence of HD in LLD, which was accompanied by greater executive dysfunction, disability, and poorer response to depression treatment. Results underscore the need for increased screening of hoarding behaviors in LLD and tailored interventions for this LLD+HD group.
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Affiliation(s)
- Michelle T Kassel
- Mental Illness Research, Education, and Clinical Centers (MTK, MKL, ER, RSM), San Francisco Veterans Affairs Health Care System, San Francisco, CA; Department of Psychiatry and Behavioral Sciences (MTK, MKL, PSI, ER, DDS, JCN, RSM), University of California San Francisco, San Francisco, CA.
| | - Maria Kryza-Lacombe
- Mental Illness Research, Education, and Clinical Centers (MTK, MKL, ER, RSM), San Francisco Veterans Affairs Health Care System, San Francisco, CA; Department of Psychiatry and Behavioral Sciences (MTK, MKL, PSI, ER, DDS, JCN, RSM), University of California San Francisco, San Francisco, CA
| | - Philip S Insel
- Department of Psychiatry and Behavioral Sciences (MTK, MKL, PSI, ER, DDS, JCN, RSM), University of California San Francisco, San Francisco, CA
| | - Emma Rhodes
- Mental Illness Research, Education, and Clinical Centers (MTK, MKL, ER, RSM), San Francisco Veterans Affairs Health Care System, San Francisco, CA; Department of Psychiatry and Behavioral Sciences (MTK, MKL, PSI, ER, DDS, JCN, RSM), University of California San Francisco, San Francisco, CA
| | - Derek D Satre
- Department of Psychiatry and Behavioral Sciences (MTK, MKL, PSI, ER, DDS, JCN, RSM), University of California San Francisco, San Francisco, CA; Division of Research (DDS), Kaiser Permanente Northern California, Oakland, CA
| | - J Craig Nelson
- Department of Psychiatry and Behavioral Sciences (MTK, MKL, PSI, ER, DDS, JCN, RSM), University of California San Francisco, San Francisco, CA
| | - Duygu Tosun
- Department of Radiology and Biomedical Imaging (DT), University of California San Francisco, San Francisco, CA
| | - Carol A Mathews
- Department of Psychiatry and Center for OCD, Anxiety and Related Disorders (CAM), University of Florida, Gainesville, FL
| | - R Scott Mackin
- Mental Illness Research, Education, and Clinical Centers (MTK, MKL, ER, RSM), San Francisco Veterans Affairs Health Care System, San Francisco, CA; Department of Psychiatry and Behavioral Sciences (MTK, MKL, PSI, ER, DDS, JCN, RSM), University of California San Francisco, San Francisco, CA
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Linardon J, Torous J, Firth J, Cuijpers P, Messer M, Fuller-Tyszkiewicz M. Current evidence on the efficacy of mental health smartphone apps for symptoms of depression and anxiety. A meta-analysis of 176 randomized controlled trials. World Psychiatry 2024; 23:139-149. [PMID: 38214614 PMCID: PMC10785982 DOI: 10.1002/wps.21183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2024] Open
Abstract
The mental health care available for depression and anxiety has recently undergone a major technological revolution, with growing interest towards the potential of smartphone apps as a scalable tool to treat these conditions. Since the last comprehensive meta-analysis in 2019 established positive yet variable effects of apps on depressive and anxiety symptoms, more than 100 new randomized controlled trials (RCTs) have been carried out. We conducted an updated meta-analysis with the objectives of providing more precise estimates of effects, quantifying generalizability from this evidence base, and understanding whether major app and trial characteristics moderate effect sizes. We included 176 RCTs that aimed to treat depressive or anxiety symptoms. Apps had overall significant although small effects on symptoms of depression (N=33,567, g=0.28, p<0.001; number needed to treat, NNT=11.5) and generalized anxiety (N=22,394, g=0.26, p<0.001, NNT=12.4) as compared to control groups. These effects were robust at different follow-ups and after removing small sample and higher risk of bias trials. There was less variability in outcome scores at post-test in app compared to control conditions (ratio of variance, RoV=-0.14, 95% CI: -0.24 to -0.05 for depressive symptoms; RoV=-0.21, 95% CI: -0.31 to -0.12 for generalized anxiety symptoms). Effect sizes for depression were significantly larger when apps incorporated cognitive behavioral therapy (CBT) features or included chatbot technology. Effect sizes for anxiety were significantly larger when trials had generalized anxiety as a primary target and administered a CBT app or an app with mood monitoring features. We found evidence of moderate effects of apps on social anxiety (g=0.52) and obsessive-compulsive (g=0.51) symptoms, a small effect on post-traumatic stress symptoms (g=0.12), a large effect on acrophobia symptoms (g=0.90), and a non-significant negative effect on panic symptoms (g=-0.12), although these results should be considered with caution, because most trials had high risk of bias and were based on small sample sizes. We conclude that apps have overall small but significant effects on symptoms of depression and generalized anxiety, and that specific features of apps - such as CBT or mood monitoring features and chatbot technology - are associated with larger effect sizes.
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Affiliation(s)
- Jake Linardon
- School of Psychology, Deakin University, Geelong, VIC, Australia
- Center for Social and Early Emotional Development, Deakin University, Burwood, VIC, Australia
| | - John Torous
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Joseph Firth
- Division of Psychology and Mental Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- International Institute for Psychotherapy, Babes¸-Bolyai University, Cluj-Napoca, Romania
| | - Mariel Messer
- School of Psychology, Deakin University, Geelong, VIC, Australia
| | - Matthew Fuller-Tyszkiewicz
- School of Psychology, Deakin University, Geelong, VIC, Australia
- Center for Social and Early Emotional Development, Deakin University, Burwood, VIC, Australia
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Wüthrich F, Lefebvre S, Mittal VA, Shankman SA, Alexander N, Brosch K, Flinkenflügel K, Goltermann J, Grotegerd D, Hahn T, Jamalabadi H, Jansen A, Leehr EJ, Meinert S, Nenadić I, Nitsch R, Stein F, Straube B, Teutenberg L, Thiel K, Thomas-Odenthal F, Usemann P, Winter A, Dannlowski U, Kircher T, Walther S. The neural signature of psychomotor disturbance in depression. Mol Psychiatry 2024; 29:317-326. [PMID: 38036604 PMCID: PMC11116107 DOI: 10.1038/s41380-023-02327-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 10/28/2023] [Accepted: 11/13/2023] [Indexed: 12/02/2023]
Abstract
Up to 70% of patients with major depressive disorder present with psychomotor disturbance (PmD), but at the present time understanding of its pathophysiology is limited. In this study, we capitalized on a large sample of patients to examine the neural correlates of PmD in depression. This study included 820 healthy participants and 699 patients with remitted (n = 402) or current (n = 297) depression. Patients were further categorized as having psychomotor retardation, agitation, or no PmD. We compared resting-state functional connectivity (ROI-to-ROI) between nodes of the cerebral motor network between the groups, including primary motor cortex, supplementary motor area, sensory cortex, superior parietal lobe, caudate, putamen, pallidum, thalamus, and cerebellum. Additionally, we examined network topology of the motor network using graph theory. Among the currently depressed 55% had PmD (15% agitation, 29% retardation, and 11% concurrent agitation and retardation), while 16% of the remitted patients had PmD (8% retardation and 8% agitation). When compared with controls, currently depressed patients with PmD showed higher thalamo-cortical and pallido-cortical connectivity, but no network topology alterations. Currently depressed patients with retardation only had higher thalamo-cortical connectivity, while those with agitation had predominant higher pallido-cortical connectivity. Currently depressed patients without PmD showed higher thalamo-cortical, pallido-cortical, and cortico-cortical connectivity, as well as altered network topology compared to healthy controls. Remitted patients with PmD showed no differences in single connections but altered network topology, while remitted patients without PmD did not differ from healthy controls in any measure. We found evidence for compensatory increased cortico-cortical resting-state functional connectivity that may prevent psychomotor disturbance in current depression, but may perturb network topology. Agitation and retardation show specific connectivity signatures. Motor network topology is slightly altered in remitted patients arguing for persistent changes in depression. These alterations in functional connectivity may be addressed with non-invasive brain stimulation.
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Affiliation(s)
- Florian Wüthrich
- Translational Research Center, University Hospital of Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.
- Graduate School of Health Science, University of Bern, Bern, Switzerland.
| | - Stephanie Lefebvre
- Translational Research Center, University Hospital of Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.
| | - Vijay A Mittal
- Department of Psychiatry and Behavioral Sciences, Northwestern University, Chicago, IL, USA
- Department of Psychology, Northwestern University, Evanston, IL, USA
- Northwestern University, Institute for Innovations in Developmental Sciences, Evanston/Chicago, IL, USA
- Northwestern University, Institute for Policy Research, Evanston, IL, USA
- Northwestern University, Medical Social Sciences, Chicago, IL, USA
| | - Stewart A Shankman
- Department of Psychiatry and Behavioral Sciences, Northwestern University, Chicago, IL, USA
- Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Nina Alexander
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
| | - Katharina Brosch
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Kira Flinkenflügel
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Janik Goltermann
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Dominik Grotegerd
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Tim Hahn
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Hamidreza Jamalabadi
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
| | - Andreas Jansen
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
- Core-Facility Brain imaging, Faculty of Medicine, University of Marburg, Marburg, Germany
| | - Elisabeth J Leehr
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Susanne Meinert
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
- Institute for Translational Neuroscience, University of Münster, Münster, Germany
| | - Igor Nenadić
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Robert Nitsch
- Institute for Translational Neuroscience, University of Münster, Münster, Germany
| | - Frederike Stein
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Benjamin Straube
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Lea Teutenberg
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Katharina Thiel
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Florian Thomas-Odenthal
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Paula Usemann
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Alexandra Winter
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Udo Dannlowski
- Institute for Translational Psychiatry, University of Münster, Münster, Germany
| | - Tilo Kircher
- Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg, Marburg, Germany
| | - Sebastian Walther
- Translational Research Center, University Hospital of Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland
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Pettitt AK, Nelson BW, Forman-Hoffman VL, Goldin PR, Peiper NC. Longitudinal outcomes of a therapist-supported digital mental health intervention for depression and anxiety symptoms: A retrospective cohort study. Psychol Psychother 2024. [PMID: 38270220 DOI: 10.1111/papt.12517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 01/08/2024] [Indexed: 01/26/2024]
Abstract
PURPOSE This study examined treatment outcomes (depression and anxiety symptoms) up to 24 months after completion of a therapist-supported digital mental health intervention (DMHI). METHODS The sample consisted of 380 participants who participated in an eight-week DMHI from February 6, 2017 to May 20, 2019. Participants reported depression and anxiety symptoms at eight timepoints from baseline to 24 months. Mixed-effects modelling was used to investigate symptom changes over time. The proportion of participants meeting criteria for treatment response, clinically significant change, and remission of depression and anxiety symptoms were calculated, including proportions demonstrating each outcome sustained up to each timepoint. RESULTS Multivariate analyses yielded statistically significant reductions in depression (β = -5.40) and anxiety (β = -3.31) symptoms from baseline to end of treatment (8 weeks). Symptom levels remained significantly reduced from baseline through 24 months. The proportion of participants meeting criteria for clinical treatment outcomes remained constant over 24 months, although there were linear decreases in the proportions experiencing sustained clinical outcomes. CONCLUSIONS Treatment gains were made for depression and anxiety symptoms at the end of treatment and up to 24 months. Future studies should determine the feasibility of integrating post-treatment programmes into DMHIs to address symptom deterioration.
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Affiliation(s)
- Adam K Pettitt
- Meru Health, San Mateo, California, USA
- Center for Digital Mental Health, University of Oregon, Eugene, Oregon, USA
| | - Benjamin W Nelson
- Meru Health, San Mateo, California, USA
- Department of Psychology and Neuroscience, University of North Carolina Chapel Hill, Chapel Hill, North Carolina, USA
| | - Valerie L Forman-Hoffman
- Meru Health, San Mateo, California, USA
- Department of Epidemiology, The University of Iowa, Iowa City, Iowa, USA
| | - Philippe R Goldin
- Betty Irene Moore School of Nursing, University of California Davis, Sacramento, California, USA
| | - Nicholas C Peiper
- Meru Health, San Mateo, California, USA
- Department of Epidemiology and Population Health, University of Louisville, Louisville, Kentucky, USA
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47
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Lee CT, Kelley SW, Palacios J, Richards D, Gillan CM. Estimating the prognostic value of cross-sectional network connectivity for treatment response in depression. Psychol Med 2024; 54:317-326. [PMID: 37282838 DOI: 10.1017/s0033291723001368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
BACKGROUND Tightly connected symptom networks have previously been linked to treatment resistance, but most findings come from small-sample studies comparing single responder v. non-responder networks. We aimed to estimate the association between baseline network connectivity and treatment response in a large sample and benchmark its prognostic value against baseline symptom severity and variance. METHODS N = 40 518 patients receiving treatment for depression in routine care in England from 2015-2020 were analysed. Cross-sectional networks were constructed using the Patient Health Questionnaire-9 (PHQ-9) for responders and non-responders (N = 20 259 each). To conduct parametric tests investigating the contribution of PHQ-9 sum score mean and variance to connectivity differences, networks were constructed for 160 independent subsamples of responders and non-responders (80 each, n = 250 per sample). RESULTS The baseline non-responder network was more connected than responders (3.15 v. 2.70, S = 0.44, p < 0.001), but effects were small, requiring n = 750 per group to have 85% power. Parametric analyses revealed baseline network connectivity, PHQ-9 sum score mean, and PHQ-9 sum score variance were correlated (r = 0.20-0.58, all p < 0.001). Both PHQ-9 sum score mean (β = -1.79, s.e. = 0.07, p < 0.001), and PHQ-9 sum score variance (β = -1.67, s.e. = 0.09, p < 0.001) had larger effect sizes for predicting response than connectivity (β = -1.35, s.e. = 0.12, p < 0.001). The association between connectivity and response disappeared when PHQ-9 sum score variance was accounted for (β = -0.28, s.e. = 0.19, p = 0.14). We replicated these results in patients completing longer treatment (8-12 weeks, N = 22 952) and using anxiety symptom networks (N = 70 620). CONCLUSIONS The association between baseline network connectivity and treatment response may be largely due to differences in baseline score variance.
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Affiliation(s)
- Chi Tak Lee
- Department of Psychology, Trinity College Dublin, Dublin, Ireland
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
- Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland
| | - Sean W Kelley
- Department of Psychology, Trinity College Dublin, Dublin, Ireland
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
- Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland
| | - Jorge Palacios
- Department of Psychology, Trinity College Dublin, Dublin, Ireland
| | - Derek Richards
- Department of Psychology, Trinity College Dublin, Dublin, Ireland
- SilverCloud Science, SilverCloud Health Ltd, Dublin, Ireland
| | - Claire M Gillan
- Department of Psychology, Trinity College Dublin, Dublin, Ireland
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
- Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland
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48
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Tröger A, Miguel C, Ciharova M, de Ponti N, Durman G, Cuijpers P, Karyotaki E. Baseline depression severity as moderator on depression outcomes in psychotherapy and pharmacotherapy. J Affect Disord 2024; 344:86-99. [PMID: 37820960 DOI: 10.1016/j.jad.2023.10.047] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 10/02/2023] [Accepted: 10/08/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND Evidence-based treatments for adult depression include psychotherapy and pharmacotherapy, yet little is known about how baseline depression severity moderates treatment outcome. OBJECTIVES We aimed to compare the effects of psychotherapy and pharmacotherapy for adult depression and to examine the association between baseline depression severity and treatment outcome, converting multiple baseline depression measures into the scores of the Beck Depression Inventory, second edition (BDI-II). METHODS We conducted systematic searches in bibliographical databases up to September 2022 to identify randomized controlled trials (RCTs) in which psychotherapy was compared with pharmacotherapy in the treatment of adult depression. Various meta-regressions using the baseline depression severity as predictor of the relative effects of psychotherapy and pharmacotherapy were performed. RESULTS We identified 65 RCTs including 7250 participants for the meta-analyses and 56 RCTs including 5548 participants for the meta-regression. We found no significant difference between psychotherapy and pharmacotherapy (g = -0.08, 95 % CI: -0.2 to 0.04, p = 0.193) and baseline depression severity was not significantly associated with the relative effects of psychotherapy and pharmacotherapy (B = 0.0032, SE = 0.0096, p = 0.74). Results were similar in several sensitivity analyses. LIMITATIONS Limitations included the low quality of the included studies, and the omission of long-term effects and within-study variability. CONCLUSIONS We found no indication for a moderation effect of baseline depression severity on the relative effects of psychotherapy and pharmacotherapy. Thus, other factors such as availability and patients' preference must be considered when deciding for treatment options.
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Affiliation(s)
- Anna Tröger
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK; Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universitat Dresden, Dresden, Germany.
| | - Clara Miguel
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Marketa Ciharova
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Nino de Ponti
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Güldehan Durman
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Eirini Karyotaki
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
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Apolinário-Hagen J, Drüge M, Guthardt L, Haller E. Acceptance and Commitment Therapy for Major Depressive Disorder: Navigating Depression Treatment in Traditional and Digital Settings with Insights from Current Research. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1456:227-256. [PMID: 39261432 DOI: 10.1007/978-981-97-4402-2_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
Given the shortcomings of a mechanistic assumption of traditional cognitive behavioral therapy (CBT), a newer generation of CBT-grounded interventions focusing on process-orientated emotional and motivational aspects has emerged. These so-called third-wave CBTs emphasize function and context of inner experience over form and content, and have become evidence-based practice in the past four decades. Among these approaches, acceptance and commitment therapy (ACT) has both a large body of research for various (mental) health conditions, including major depressive disorder (MDD) in particular. ACT is a transdiagnostic approach that intends to increase psychological flexibility (PF) of clients as a universal mechanism of behavior change and a value-driven orientation in life. By focusing on present-moment awareness, acceptance, defusion, establishing a stable sense of self, clarifying personal valued life directions, and committing to behaviors consistent to these values, ACT targets the core processes of PF. Meta-analyses have indicated the efficacy and effectiveness of ACT in reducing depressive symptoms and increasing well-being, with mainly moderate effect sizes in clinical trials. ACT for MDD has been shown to be effective across different delivery modes (e.g., individual, group, digital). ACT can also be applied using self-help formats (e.g., mobile apps) and combined with features from compatible approaches like behavioral activation. There is also evidence for a high acceptability of ACT and adherence rates comparable to classic CBT. Moreover, process research has shown that ACT works specifically through the mediator of PF and by addressing its suggested core therapeutic processes. Given the essential role of offering a personalized therapeutic strategy in treatment outcomes and adherence, it is central to provide more effective options that match clients' needs and preferences. This chapter illustrates different applications of ACT for adults with MDD and the current evidence base to promote informed decisions on using ACT as additional or stand-alone therapeutic approach.
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Affiliation(s)
- Jennifer Apolinário-Hagen
- Faculty of Medicine, Centre for Health and Society, Institute for Occupational, Social and Environmental Medicine, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
| | - Marie Drüge
- Department of Clinical Psychology/Psychotherapy Research, Institute of Psychology, University of Zurich, Zurich, Switzerland
| | - Lisa Guthardt
- Faculty of Medicine, Centre for Health and Society, Institute for Occupational, Social and Environmental Medicine, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Elisa Haller
- Faculty of Psychology, Clinical Psychology and Intervention Science, University of Basel, Basel, Switzerland
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Alderman BL, Perdue HM, Sarwani AH. Exercise for the Prevention and Treatment of Depression. Curr Top Behav Neurosci 2024; 67:157-175. [PMID: 39042248 DOI: 10.1007/7854_2024_496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
Abstract
Depression is among the world's leading causes of disability and accounts for a significant loss of life. Despite large investments in research for antidepressants and psychotherapies, non-response, partial response, and small effects remain significant problems. Exercise and physical activity are two lifestyle behaviors that have been studied for well over half a century for the prevention and treatment of depression. The aim of this chapter is to summarize the current evidence base supporting the efficacy of exercise and physical activity in the prevention and treatment of depression, including evidence supporting exercise as a monotherapy and adjunct to antidepressant medication and psychotherapies. We conclude the chapter by outlining challenges to prescribing exercise for depression and general recommendations for encouraging behavioral adoption for individuals suffering from depression.
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Affiliation(s)
- Brandon L Alderman
- Department of Kinesiology and Health, Rutgers University, New Brunswick, NJ, USA.
| | - Hannah M Perdue
- Department of Kinesiology and Health, Rutgers University, New Brunswick, NJ, USA
| | - Amber H Sarwani
- Department of Kinesiology and Health, Rutgers University, New Brunswick, NJ, USA
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