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Jankowsky K, Krakau L, Schroeders U, Zwerenz R, Beutel ME. Predicting treatment response using machine learning: A registered report. BRITISH JOURNAL OF CLINICAL PSYCHOLOGY 2024; 63:137-155. [PMID: 38111213 DOI: 10.1111/bjc.12452] [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: 10/18/2022] [Accepted: 11/27/2023] [Indexed: 12/20/2023]
Abstract
OBJECTIVE Previous research on psychotherapy treatment response has mainly focused on outpatients or clinical trial data which may have low ecological validity regarding naturalistic inpatient samples. To reduce treatment failures by proactively screening for patients at risk of low treatment response, gain more knowledge about risk factors and to evaluate treatments, accurate insights about predictors of treatment response in naturalistic inpatient samples are needed. METHODS We compared the performance of different machine learning algorithms in predicting treatment response, operationalized as a substantial reduction in symptom severity as expressed in the Patient Health Questionnaire Anxiety and Depression Scale. To achieve this goal, we used different sets of variables-(a) demographics, (b) physical indicators, (c) psychological indicators and (d) treatment-related variables-in a naturalistic inpatient sample (N = 723) to specify their joint and unique contribution to treatment success. RESULTS There was a strong link between symptom severity at baseline and post-treatment (R2 = .32). When using all available variables, both machine learning algorithms outperformed the linear regressions and led to an increment in predictive performance of R2 = .12. Treatment-related variables were the most predictive, followed psychological indicators. Physical indicators and demographics were negligible. CONCLUSIONS Treatment response in naturalistic inpatient settings can be predicted to a considerable degree by using baseline indicators. Regularization via machine learning algorithms leads to higher predictive performances as opposed to including nonlinear and interaction effects. Heterogenous aspects of mental health have incremental predictive value and should be considered as prognostic markers when modelling treatment processes.
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Affiliation(s)
| | - Lina Krakau
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center Mainz, Mainz, Germany
| | | | - Rüdiger Zwerenz
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center Mainz, Mainz, Germany
| | - Manfred E Beutel
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center Mainz, Mainz, Germany
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2
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Huth D, Bräscher AK, Tholl S, Fiess J, Birke G, Herrmann C, Jöbges M, Mier D, Witthöft M. Cognitive-behavioral therapy for patients with post-COVID-19 condition (CBT-PCC): a feasibility trial. Psychol Med 2024; 54:1122-1132. [PMID: 37842765 DOI: 10.1017/s0033291723002921] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
BACKGROUND The post-COVID-19 condition describes the persistence or onset of somatic symptoms (e.g. fatigue) after acute COVID-19. Based on an existing cognitive-behavioral treatment protocol, we developed a specialized group intervention for individuals with post-COVID-19 condition. The present study examines the feasibility, acceptance, and effectiveness of the program for inpatients in a neurological rehabilitation setting. METHODS The treatment program comprises eight sessions and includes psychoeducational and experience-based interventions on common psychophysiological mechanisms of persistent somatic symptoms. A feasibility trial was conducted using a one-group design in a naturalistic setting. N = 64 inpatients with a history of mild COVID-19 that fulfilled WHO criteria for post-COVID-19 condition were enrolled. After each session, evaluation forms were completed and psychometric questionnaires on somatic and psychopathological symptom burden were collected pre- and post-intervention. RESULTS The treatment program was well received by participants and therapists. Each session was rated as comprehensible and overall satisfaction with the sessions was high. Pre-post effect sizes (of standard rehabilitation incl. new treatment program; intention-to-treat) showed significantly reduced subjective fatigue (p < 0.05, dav = 0.33) and improved disease coping (ps < 0.05, dav = 0.33-0.49). CONCLUSIONS Our results support the feasibility and acceptance of the newly developed cognitive-behavioral group intervention for individuals with post-COVID-19 condition. Yet, findings have to be interpreted cautiously due to the lack of a control group and follow-up measurement, the small sample size, and a relatively high drop-out rate.
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Affiliation(s)
- Daniel Huth
- Department of Clinical Psychology, Psychotherapy, and Experimental Psychopathology, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Anne-Kathrin Bräscher
- Department of Clinical Psychology, Psychotherapy, and Experimental Psychopathology, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Sarah Tholl
- Department of Clinical Psychology and Psychotherapy, University of Konstanz, Konstanz, Germany
| | - Johanna Fiess
- Department of Clinical Psychology and Psychotherapy, University of Konstanz, Konstanz, Germany
| | - Gunnar Birke
- Kliniken Schmieder Gailingen, Gailingen, Germany
| | | | | | - Daniela Mier
- Department of Clinical Psychology and Psychotherapy, University of Konstanz, Konstanz, Germany
| | - Michael Witthöft
- Department of Clinical Psychology, Psychotherapy, and Experimental Psychopathology, Johannes Gutenberg University Mainz, Mainz, Germany
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Kamp K, Yang PL, Friedman E, Lopez A, Iribarren S, Barney P, Munson S, Heitkemper M, Levy R. Formative Evaluation of a Comprehensive Self-Management Intervention for Irritable Bowel Syndrome, Comorbid Anxiety, and Depression: Mixed Methods Study. JMIR Form Res 2024; 8:e43286. [PMID: 38294871 PMCID: PMC10867748 DOI: 10.2196/43286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 09/28/2023] [Accepted: 12/13/2023] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND Irritable bowel syndrome (IBS) is a disorder of the gut-brain interaction that is associated with abdominal pain, altered bowel patterns, and reduced quality of life. Up to 50% of patients with IBS also report anxiety or depressive symptoms. Although effective self-management interventions exist for individuals with IBS, few have been effectively implemented, and most do not consider the unique needs of patients with comorbid IBS and anxiety or depression. OBJECTIVE This study aimed to determine the anticipated acceptability, appropriateness, feasibility, and usability of a comprehensive self-management intervention using an implementation science and human-centered design approach among individuals with comorbid IBS and anxiety or depression and health care providers. METHODS A convergent mixed methods design was used to elicit feedback on the comprehensive self-management intervention outline and content to identify refinement needs before testing. Patients with IBS and moderate to severe anxiety or depression and health care providers were purposefully sampled from primary care and gastroenterology settings. Participants completed semistructured interviews and surveys on anticipated acceptability, appropriateness, feasibility, and usability. RESULTS Patient participants (n=12) were on average 36.8 (SD 12.2) years of age, and 42% (5/12) were currently receiving psychological therapy. Health care providers (n=14) were from primary care (n=7) and gastroenterology (n=7) settings. The mean usability scores (out of 100) were 52.5 (SD 14.5) for patients and 45.6 (SD 11.6) for providers. For patients and providers, qualitative data expanded the quantitative findings for acceptability and appropriateness. Acceptability findings were the comprehensive nature of the intervention and discussion of the gut-brain interaction. For appropriateness, participants reported that the intervention provided structure, accountability, and support. Feasibility was confirmed for patients, but there was a divergence of findings between quantitative and qualitative measures for providers. Patients focused on intervention feasibility, while providers focused on implementation feasibility in the clinic. Identified usability issues to address before implementation included the intervention delivery format, length, and lack of integration into health care settings that, if not addressed, may limit the reach of the intervention. CONCLUSIONS Patients and health care providers found the intervention acceptable and appropriate. Several feasibility and usability issues were identified, including intervention delivery methods, length of intervention, and the best methods to implement in the clinic setting. The next steps are to refine the intervention to address the identified issues and test in a pilot study whether addressing usability issues leads to the anticipated improvements in implementation and uptake.
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Affiliation(s)
- Kendra Kamp
- Department of Biobehavioral Nursing and Health Informatics, School of Nursing, University of Washington, Seattle, WA, United States
| | | | - Emily Friedman
- Alacrity Center, University of Washington, Seattle, WA, United States
| | - Alejandra Lopez
- Alacrity Center, University of Washington, Seattle, WA, United States
| | - Sarah Iribarren
- Department of Biobehavioral Nursing and Health Informatics, School of Nursing, University of Washington, Seattle, WA, United States
| | - Pamela Barney
- Department of Biobehavioral Nursing and Health Informatics, School of Nursing, University of Washington, Seattle, WA, United States
| | - Sean Munson
- Human Centered Design and Engineering, University of Washington, Seattle, WA, United States
| | - Margaret Heitkemper
- Department of Biobehavioral Nursing and Health Informatics, School of Nursing, University of Washington, Seattle, WA, United States
| | - Rona Levy
- School of Social Work, University of Washington, Seattle, WA, United States
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4
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Billing J, Berentsen B, Lundervold A, Hillestad EMR, Lied GA, Hausken T, Lundervold AJ. Cognitive function in patients with irritable bowel syndrome: impairment is common and only weakly correlated with depression/anxiety and severity of gastrointestinal symptoms. Scand J Gastroenterol 2024; 59:25-33. [PMID: 37727887 DOI: 10.1080/00365521.2023.2256916] [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: 07/06/2023] [Accepted: 09/01/2023] [Indexed: 09/21/2023]
Abstract
OBJECTIVE To investigate cognitive function in patients with irritable bowel syndrome (IBS) and its relation to anxiety/depression and severity of gastrointestinal (GI) symptoms. METHODS Patients with IBS (n = 65) and healthy controls (HCs, n = 37) performed the ten subtests of the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS). Age-normed index scores of five cognitive domains (Immediate memory, Visuospatial function, Language function, Attention, Recall) and a total (Fullscale) score were derived from the performance. Emotional function was assessed using the Hospital Anxiety and Depression Scale (HADS), and the IBS Symptom Scoring System (IBS-SSS) was used to define the severity of GI symptoms. RESULTS Patients with IBS reported significantly higher scores than the HC group on symptom measures of anxiety and depression, and significantly lower scores on the Immediate memory, Recall, and Fullscale RBANS indexes. Approximately 30% of the IBS patients obtained index scores at least one standard deviation below the population mean, and more than 50% scored above the screening threshold for an anxiety disorder. The severity of GI symptoms was significantly correlated with the severity level of anxiety symptoms (p=.006), but neither the severity level of emotional nor GI symptoms was significantly correlated with the RBANS index scores in the IBS group. CONCLUSION Cognitive and emotional function were more severely affected in patients with IBS than in HCs. The weak correlation between the two functional areas suggests that both should be assessed as part of a clinical examination of patients with IBS.
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Affiliation(s)
- Julie Billing
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway
| | - Birgitte Berentsen
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- National Center for Functional Gastrointestinal Disorders, Department of Medicine, Haukeland University Hospital, Bergen, Norway
| | - Arvid Lundervold
- Department of Biomedicine, University of Bergen, Bergen, Norway
- Mohn Medical and Visualization Center, Department of Radiology, Haukeland University Hospital, Bergen, Norway
| | - Eline M R Hillestad
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- National Center for Functional Gastrointestinal Disorders, Department of Medicine, Haukeland University Hospital, Bergen, Norway
| | - Gülen A Lied
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- National Center for Functional Gastrointestinal Disorders, Department of Medicine, Haukeland University Hospital, Bergen, Norway
| | - Trygve Hausken
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- National Center for Functional Gastrointestinal Disorders, Department of Medicine, Haukeland University Hospital, Bergen, Norway
| | - Astri J Lundervold
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway
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Schauenburg H. Post-COVID and ME/CFS - DoWe Need New Disease Theories? ZEITSCHRIFT FUR PSYCHOSOMATISCHE MEDIZIN UND PSYCHOTHERAPIE 2023; 69:304-315. [PMID: 37830884 DOI: 10.13109/zptm.2023.69.oa7] [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: 10/14/2023]
Abstract
Background and Research Question: The SARS-CoV-2 pandemic often resulted in prolonged illness courses. A particular challenge today lies in the clinical presentation resembling that of Myalgic Encephalitis/Chronic Fatigue Syndrome (ME/CFS). Method: We review selected literature concerning the psychosocial factors influencing chronic courses characterized primarily by fatigue. Additionally, we explore the neurobiologically grounded theory of "Predictive Coding" as a possible explanatory framework for complex somato- psychic interactions. Results: Physical findings only partially account for the dynamics and progression of chronic fatigue syndromes, necessitating more intricate disease models that incorporate aspects of bodily perception. Conclusions: Incorporating these newer theories of perception and behavior could provide a more helpful perspective on phenomena such as fatigue, leading to improved therapeutic support measures, all without contributing to premature attributions of "psychological" causes and the associated risk of stigmatization.
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Affiliation(s)
- Henning Schauenburg
- Heidelberg Institute for Psychotherapy at the Department of General Internal Medicine and Psychosomatics University of Heidelberg Vossstr. 9 69115 Heidelberg Deutschland
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Bhatt P, Sethi A, Tasgaonkar V, Shroff J, Pendharkar I, Desai A, Sinha P, Deshpande A, Joshi G, Rahate A, Jain P, Walambe R, Kotecha K, Jain NK. Machine learning for cognitive behavioral analysis: datasets, methods, paradigms, and research directions. Brain Inform 2023; 10:18. [PMID: 37524933 PMCID: PMC10390406 DOI: 10.1186/s40708-023-00196-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 06/06/2023] [Indexed: 08/02/2023] Open
Abstract
Human behaviour reflects cognitive abilities. Human cognition is fundamentally linked to the different experiences or characteristics of consciousness/emotions, such as joy, grief, anger, etc., which assists in effective communication with others. Detection and differentiation between thoughts, feelings, and behaviours are paramount in learning to control our emotions and respond more effectively in stressful circumstances. The ability to perceive, analyse, process, interpret, remember, and retrieve information while making judgments to respond correctly is referred to as Cognitive Behavior. After making a significant mark in emotion analysis, deception detection is one of the key areas to connect human behaviour, mainly in the forensic domain. Detection of lies, deception, malicious intent, abnormal behaviour, emotions, stress, etc., have significant roles in advanced stages of behavioral science. Artificial Intelligence and Machine learning (AI/ML) has helped a great deal in pattern recognition, data extraction and analysis, and interpretations. The goal of using AI and ML in behavioral sciences is to infer human behaviour, mainly for mental health or forensic investigations. The presented work provides an extensive review of the research on cognitive behaviour analysis. A parametric study is presented based on different physical characteristics, emotional behaviours, data collection sensing mechanisms, unimodal and multimodal datasets, modelling AI/ML methods, challenges, and future research directions.
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Affiliation(s)
- Priya Bhatt
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India
| | - Amanrose Sethi
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India
| | - Vaibhav Tasgaonkar
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India
| | - Jugal Shroff
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India
| | - Isha Pendharkar
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India
| | - Aditya Desai
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India
| | - Pratyush Sinha
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India
| | - Aditya Deshpande
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India
| | - Gargi Joshi
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India
| | - Anil Rahate
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India
| | - Priyanka Jain
- Centre for Development of Advanced Computing (C-DAC), Delhi, India
| | - Rahee Walambe
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India.
- Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International Deemed University, Pune, India.
| | - Ketan Kotecha
- Symbiosis Institute of Technology, Symbiosis International Deemed University, Pune, India.
- Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International Deemed University, Pune, India.
- UCSI University, Kuala Lumpur, Malaysia.
| | - N K Jain
- Centre for Development of Advanced Computing (C-DAC), Delhi, India
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Lundervold AJ, Hillestad EMR, Lied GA, Billing J, Johnsen TE, Steinsvik EK, Hausken T, Berentsen B, Lundervold A. Assessment of Self-Reported Executive Function in Patients with Irritable Bowel Syndrome Using a Machine-Learning Framework. J Clin Med 2023; 12:jcm12113771. [PMID: 37297966 DOI: 10.3390/jcm12113771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 05/23/2023] [Accepted: 05/27/2023] [Indexed: 06/12/2023] Open
Abstract
Introduction: Irritable bowel syndrome (IBS) is characterized as a disorder of the gut-brain interaction (DGBI). Here, we explored the presence of problems related to executive function (EF) in patients with IBS and tested the relative importance of cognitive features involved in EF. Methods: A total of 44 patients with IBS and 22 healthy controls (HCs) completed the Behavior Rating Inventory of Executive Function (BRIEF-A), used to identify nine EF features. The PyCaret 3.0 machine-learning library in Python was used to explore the data, generate a robust model to classify patients with IBS versus HCs and identify the relative importance of the EF features in this model. The robustness of the model was evaluated by training the model on a subset of data and testing it on the unseen, hold-out dataset. Results: The explorative analysis showed that patients with IBS reported significantly more severe EF problems than the HC group on measures of working memory function, initiation, cognitive flexibility and emotional control. Impairment at a level in need of clinical attention was found in up to 40% on some of these scales. When the nine EF features were used as input to a collection of different binary classifiers, the Extreme Gradient Boosting algorithm (XGBoost) showed superior performance. The working memory subscale was consistently selected with the strongest importance in this model, followed by planning and emotional control. The goodness of the machine-learning model was confirmed in an unseen dataset by correctly classifying 85% of the IBS patients. Conclusions: The results showed the presence of EF-related problems in patients with IBS, with a substantial impact of problems related to working memory function. These results suggest that EF should be part of an assessment procedure when a patient presents other symptoms of IBS and that working memory function should be considered a target when treating patients with the disorder. Further studies should include measures of EF as part of the symptom cluster characterizing patients with IBS and other DGBIs.
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Affiliation(s)
- Astri J Lundervold
- Department of Biological and Medical Psychology, University of Bergen, Jonas Lies vei 91, 5009 Bergen, Norway
| | - Eline M R Hillestad
- Department of Clinical Medicine, University of Bergen, 5021 Bergen, Norway
- National Center for Functional Gastrointestinal Disorders, Department of Medicine, Haukeland University Hospital, 5021 Bergen, Norway
| | - Gülen Arslan Lied
- Department of Clinical Medicine, University of Bergen, 5021 Bergen, Norway
- National Center for Functional Gastrointestinal Disorders, Department of Medicine, Haukeland University Hospital, 5021 Bergen, Norway
| | - Julie Billing
- Department of Biological and Medical Psychology, University of Bergen, Jonas Lies vei 91, 5009 Bergen, Norway
| | - Tina E Johnsen
- Department of Biological and Medical Psychology, University of Bergen, Jonas Lies vei 91, 5009 Bergen, Norway
| | - Elisabeth K Steinsvik
- Department of Clinical Medicine, University of Bergen, 5021 Bergen, Norway
- National Center for Functional Gastrointestinal Disorders, Department of Medicine, Haukeland University Hospital, 5021 Bergen, Norway
| | - Trygve Hausken
- Department of Clinical Medicine, University of Bergen, 5021 Bergen, Norway
| | - Birgitte Berentsen
- Department of Clinical Medicine, University of Bergen, 5021 Bergen, Norway
- National Center for Functional Gastrointestinal Disorders, Department of Medicine, Haukeland University Hospital, 5021 Bergen, Norway
| | - Arvid Lundervold
- Department of Biomedicine, University of Bergen, 5020 Bergen, Norway
- Mohn Medical Imaging and Visualization Center, Department of Radiology, Haukeland University Hospital, 5021 Bergen, Norway
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Barends H, Dekker J, van Dessel NC, Twisk JWR, van der Horst HE, van der Wouden JC. Exploring maladaptive cognitions and behaviors as perpetuating factors in patients with persistent somatic symptoms: a longitudinal study. J Psychosom Res 2023; 170:111343. [PMID: 37201294 DOI: 10.1016/j.jpsychores.2023.111343] [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: 11/15/2022] [Revised: 04/18/2023] [Accepted: 04/29/2023] [Indexed: 05/20/2023]
Abstract
OBJECTIVE Maladaptive cognitions and behaviors may influence symptoms and impairment in patients with persistent somatic symptoms (PSS). Aims of this study were to examine: (i) whether maladaptive cognitions and behaviors are associated with symptom severity and functional health over time; (ii) if these associations are the result of changes within individuals over time or of differences between individuals; (iii) directions of changes within individuals over time. METHODS Longitudinal data of a heterogeneous sample of patients with PSS were analyzed (n = 322 patients enrolled in the PROSPECTS cohort study). Cognitive and behavioral responses to symptoms (CBRQ), symptom severity (PHQ-15) and physical and mental functioning (RAND-36 PCS and MCS) were assessed seven times over a five-year period (0, 6 months, 1, 2, 3, 4, 5 year). Longitudinal mixed model and hybrid model analysis with and without time-lag were applied. RESULTS Maladaptive cognitions and behaviors were associated with more severe symptoms and reduced physical and mental functioning over time. Both changes within individuals over time and differences between individuals were associated with higher symptom severity and reduced physical and mental functioning. The between-subject component was about twice the effect size of the within-subject component. Changes in several specific maladaptive cognitions and behaviors were associated with more severe symptoms and reduced physical and mental functioning later in time and vice versa. CONCLUSION This study shows that maladaptive cognitions and behaviors are associated with symptom severity and reduced physical and mental functioning over time in patients with PSS.
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Affiliation(s)
- Hieke Barends
- Department of General Practice, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
| | - Joost Dekker
- Amsterdam Public Health Research Institute, Amsterdam, the Netherlands; Department of Rehabilitation Medicine and Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands
| | - Nikki Claassen- van Dessel
- Department of General Practice, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Jos W R Twisk
- Amsterdam Public Health Research Institute, Amsterdam, the Netherlands; Department of Epidemiology and Data Science, Amsterdam UMC, the Netherlands
| | - Henriëtte E van der Horst
- Department of General Practice, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Johannes C van der Wouden
- Department of General Practice, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
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Lesnewich LM, Lu SE, Weinreb KS, Sparks SO, Litke DR, Helmer DA, Pigeon WR, McAndrew LM. Associations between risky alcohol use, disability, and problem-solving impairment among Veterans with Gulf War Illness: Secondary data analysis of a randomized clinical trial. J Psychosom Res 2023; 170:111336. [PMID: 37087893 DOI: 10.1016/j.jpsychores.2023.111336] [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: 01/18/2023] [Revised: 03/30/2023] [Accepted: 04/09/2023] [Indexed: 04/25/2023]
Abstract
OBJECTIVE Gulf War Illness (GWI) and alcohol use are both major sources of disability among Gulf War Veterans. The goal of this secondary data analysis was to examine associations between risky alcohol use, problem-solving impairment, and disability among Veterans in a randomized clinical trial of problem-solving treatment (PST) for GWI. We examined cross-sectional associations and conducted longitudinal analyses to test if alcohol use moderated treatment outcome of PST. METHODS Participants were 268 United States military Veterans with GWI randomized to PST or a control intervention. Participants were assessed at four timepoints. Measures included the World Health Organization Disability Assessment Schedule 2.0 (WHO-DAS 2.0), Problem Solving Inventory (PSI), and Alcohol Use Disorders Identification Test-Concise (AUDIT-C). We conducted multivariate regression (cross-sectional) and mixed model analyses (longitudinal) with separate models for WHO-DAS 2.0 and PSI. All models included AUDIT-C and household income. This analysis was pre-registered on the Open Science Framework. RESULTS Cross-sectional analyses revealed a significant negative association with small effect size between AUDIT-C and WHO-DAS 2.0 (p = 0.006; f2 = 0.05); worse disability was associated with less risky alcohol use. There was no evidence that risky alcohol use moderated effects of PST on disability or PSI. CONCLUSION If replicated, the cross-sectional findings suggest high levels of disability may deter heavy drinking among Veterans with GWI. We did not find evidence that risky alcohol use moderated treatment outcome of PST for GWI. More research is needed to identify moderators of GWI interventions and to understand risky drinking among Veterans with complex health problems.
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Affiliation(s)
- Laura M Lesnewich
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs New Jersey Health Care System, 385 Tremont Ave., East Orange, NJ 07018, USA.
| | - Shou-En Lu
- Rutgers School of Public Health, 683 Hoes Ln. W, Piscataway, NJ 08854, USA; Rutgers Cancer Institute of New Jersey, 195 Little Albany St., New Brunswick, NJ 08901, USA
| | - Karly S Weinreb
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs New Jersey Health Care System, 385 Tremont Ave., East Orange, NJ 07018, USA; Montclair State University, 1 Normal Ave., Montclair, NJ 07043, USA
| | - Sharron O Sparks
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs New Jersey Health Care System, 385 Tremont Ave., East Orange, NJ 07018, USA; Felician University, 1 Felician Way, Rutherford, NJ 07070, USA
| | - David R Litke
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs New Jersey Health Care System, 385 Tremont Ave., East Orange, NJ 07018, USA; Department of Rehabilitation Medicine, New York University Grossman School of Medicine, 240 E. 38th St., New York, NY 10016, USA
| | - Drew A Helmer
- Center for Innovations in Quality, Effectiveness & Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, 2002 Holcombe Blvd. (152), Houston, TX 77030, USA; Department of Medicine, Baylor College of Medicine, 1 Taub Loop, Houston, TX 77030, USA
| | - Wilfred R Pigeon
- VISN 2 Center of Excellence for Suicide Prevention, 400 Fort Hill Ave., Canandaigua, New York 14424, USA; University of Rochester Medical Center, 300 Crittenden Blvd. - Box PSYCH, Rochester, NY 14642, USA
| | - Lisa M McAndrew
- War Related Illness and Injury Study Center (WRIISC), Veterans Affairs New Jersey Health Care System, 385 Tremont Ave., East Orange, NJ 07018, USA
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Dale R, Limburg K, Schmid-Mühlbauer G, Probst T, Lahmann C. Somatic symptom distress and gender moderate the effect of integrative group psychotherapy for functional vertigo on vertigo handicap: A moderation analysis of a randomised controlled trial. J Psychosom Res 2023; 167:111175. [PMID: 36753945 DOI: 10.1016/j.jpsychores.2023.111175] [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: 09/28/2022] [Revised: 01/24/2023] [Accepted: 01/28/2023] [Indexed: 02/05/2023]
Abstract
OBJECTIVE Psychotherapeutic treatments for functional vertigo have shown promising results in recent years but it is still to be determined for whom these treatments work best. The aim of this study was to run a moderation analysis to identify which baseline factors may moderate the success of integrative psychotherapeutic group treatment (IPGT) as compared to a self-help group (SHG) active control. METHODS Data from 159 patients included in a 16-week randomised controlled trial were analysed. The outcome was vertigo-related handicap at post-treatment and gender, age, baseline somatisation, depression and anxiety were taken as putative moderators. RESULTS We found that baseline somatic symptoms (i.e. PHQ-15 score, p = 0.04, ∆R2 = 0.02) and gender (p = 0.04, ∆R2 = 0.02) significantly moderated the effect of treatment type on post-treatment vertigo handicap. Patients with higher PHQ-15 scores at baseline and women reduced their vertigo handicap more in IPGT as compared to in the control condition. CONCLUSION A possible explanation for this result is that somatic symptom distress is the central aetiopathogenetic factor of functional vertigo, while depressiveness and anxiety are rather epiphenomena in the sense of comorbidity. Although the results are not entirely consistent, according to some studies, female gender seems to be a favourable predictor of better therapy outcome. Given the high impairment and healthcare costs in those with vertigo/dizziness and psychiatric comorbidity, it is important to effectively treat these patients as early as possible. This study provides a prescriptive tool for practitioners, allowing for more patient-tailored treatment decisions.
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Affiliation(s)
- Rachel Dale
- Department for Psychosomatic Medicine and Psychotherapy, University of Continuing Education Krems, Austria.
| | - Karina Limburg
- Department of Psychosomatic Medicine and Psychotherapy, Klinikum rechts der Isar, Technical University Munich, 81675 Munich, Germany.
| | | | - Thomas Probst
- Department for Psychosomatic Medicine and Psychotherapy, University of Continuing Education Krems, Austria.
| | - Claas Lahmann
- Department of Psychosomatic Medicine and Psychotherapy, Faculty of Medicine, Medical Center-University of Freiburg, 79104 Freiburg, Germany.
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11
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Frisch S, Gündel H. Emerging evidence for emotion-focused psychotherapy in patients with somatic symptom disorders and chronic pain. J Psychosom Res 2023; 165:111132. [PMID: 36608511 DOI: 10.1016/j.jpsychores.2022.111132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 12/19/2022] [Accepted: 12/22/2022] [Indexed: 12/26/2022]
Affiliation(s)
- Stephan Frisch
- Department of Psychosomatic Medicine and Psychotherapy, University of Ulm, Ulm, Germany; Division Medical Psychology, Department of Psychosomatic Medicine and Psychotherapy, University of Ulm, Ulm, Germany.
| | - Harald Gündel
- Department of Psychosomatic Medicine and Psychotherapy, University of Ulm, Ulm, Germany
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12
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Kamp KJ, Morgan H, Yoo L, Munson SA, Heitkemper MM, Levy RL. Symptom management needs of patients with irritable bowel syndrome and concurrent anxiety and/or depression: A qualitative study. J Adv Nurs 2023; 79:775-788. [PMID: 36511394 PMCID: PMC9877173 DOI: 10.1111/jan.15532] [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: 07/04/2022] [Revised: 11/09/2022] [Accepted: 12/01/2022] [Indexed: 12/15/2022]
Abstract
AIMS To understand the experiences and needs of symptom management among individuals with irritable bowel syndrome and concurrent symptoms of anxiety and/or depression. DESIGN This study used a qualitative descriptive research design. METHODS Individuals with a diagnosis of irritable bowel syndrome and concurrent symptoms of anxiety and/or depression participated were recruited through an online ResearchMatch and a listserv. Semi-structured interviews focused on symptoms and experiences with symptom management interventions conducted from June to August 2020. Interviews were transcribed and data were analysed based on thematic analysis. RESULTS Twelve individuals participated in this study; all reported current irritable bowel syndrome and anxiety/depression symptoms. The data analysis cumulated with three themes related to symptom management: (a) irritable bowel syndrome negatively impacts physical and mental well-being; (b) a trial and error approach to symptom management; and (c) challenges with healthcare professionals supporting symptom management including negative interactions with healthcare professionals and lack of nutritional expertize and support. CONCLUSION There is a need for individualized approaches which consider patients' current symptoms of anxiety and depression, previous experiences with the trial-and-error process and consideration for intervention delivery methods. IMPACT There is a limited qualitative research focusing on the experiences of individuals with irritable bowel syndrome and concurrent symptoms of anxiety and/or depression. This research highlights the need for individualized approaches to enhance symptom management that acknowledges patients' psychological state and past negative experiences with providers and prior dietary regimens.
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Affiliation(s)
- Kendra J. Kamp
- Department of Biobehavioral Nursing and Health Informatics, School of Nursing, University of Washington, Seattle, Washington, USA
| | | | - Linda Yoo
- Department of Biobehavioral Nursing and Health Informatics, School of Nursing, University of Washington, Seattle, Washington, USA
| | - Sean A. Munson
- Department of Human Centered Design & Engineering, University of Washington, Seattle, Washington, USA
| | - Margaret M. Heitkemper
- Department of Biobehavioral Nursing and Health Informatics, School of Nursing, University of Washington, Seattle, Washington, USA
| | - Rona L. Levy
- School of Social Work, University of Washington, Seattle, Washington, USA
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13
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Buis L, Chen L, Li S, Du J, Su H, Jiang H, Wu Q, Zhang L, Bao J, Zhao M. Virtual Digital Psychotherapist App-Based Treatment in Patients With Methamphetamine Use Disorder (Echo-APP): Single-Arm Pilot Feasibility and Efficacy Study. JMIR Mhealth Uhealth 2023; 11:e40373. [PMID: 36719727 PMCID: PMC9929731 DOI: 10.2196/40373] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 11/15/2022] [Accepted: 12/20/2022] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Substance use disorder is one of the severe public health problems worldwide. Inequitable resources, discrimination, and physical distances limit patients' access to medical help. Automated conversational agents have the potential to provide in-home and remote therapy. However, automatic dialogue agents mostly use text and other methods to interact, which affects the interaction experience, treatment immersion, and clinical efficacy. OBJECTIVE The aim of this paper is to describe the design and development of Echo-APP, a tablet-based app with the function of a virtual digital psychotherapist, and to conduct a pilot study to explore the feasibility and preliminary efficacy results of Echo-APP for patients with methamphetamine use disorder. METHODS Echo-APP is an assessment and rehabilitation program developed for substance use disorder (SUD) by a team of clinicians, psychotherapists, and computer experts. The program is available for Android tablets. In terms of assessment, the focus is on the core characteristics of SUD, such as mood, impulsivity, treatment motivation, and craving level. In terms of treatment, Echo-APP provides 10 treatment units, involving awareness of addiction, motivation enhancement, emotion regulation, meditation, etc. A total of 47 patients with methamphetamine dependence were eventually enrolled in the pilot study to receive a single session of the Echo-APP-based motivational enhancement treatment. The outcomes were assessed before and after the patients' treatment, including treatment motivation, craving levels, self-perception on the importance of drug abstinence, and their confidence in stopping the drug use. RESULTS In the pilot study, scores on the Stages of Change Readiness and Treatment Eagerness Scale and the questionnaire on motivation for abstaining from drugs significantly increased after the Echo-APP-based treatment (P<.001, Cohen d=-0.60), while craving was reduced (P=.01, Cohen d=0.38). Patients' baseline Generalized Anxiety Disorder-7 assessment score (β=3.57; P<.001; 95% CI 0.80, 2.89) and Barratt Impulsiveness Scale (BIS)-motor impulsiveness score (β=-2.10; P=.04; 95% CI -0.94, -0.02) were predictive of changes in the patients' treatment motivation during treatment. Moreover, patients' baseline Generalized Anxiety Disorder-7 assessment score (β=-1.607; P=.03; 95% CI -3.08, -0.14), BIS-attentional impulsivity score (β=-2.43; P=.004; 95% CI -4.03, -0.83), and BIS-nonplanning impulsivity score (β=2.54; P=.002; 95% CI 0.98, 4.10) were predictive of changes in craving scores during treatment. CONCLUSIONS Echo-APP is a practical, accepted, and promising virtual digital psychotherapist program for patients with methamphetamine dependence. The preliminary findings lay a good foundation for further optimization of the program and the promotion of large-scale randomized controlled clinical studies for SUD.
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Affiliation(s)
| | - Liyu Chen
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuo Li
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiang Du
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hang Su
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Haifeng Jiang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qianying Wu
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lei Zhang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiayi Bao
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Min Zhao
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Psychotic Disorders, Shanghai, China.,Center for Excellence in Brain Science and Intelligence Technology (CEBSIT), Chinese Academy of Sciences, Shanghai, China
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14
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Picariello F, Chilcot J, Chalder T, Herdman D, Moss-Morris R. The Cognitive and Behavioural Responses to Symptoms Questionnaire (CBRQ): Development, reliability and validity across several long-term conditions. Br J Health Psychol 2023; 28:619-638. [PMID: 36690909 DOI: 10.1111/bjhp.12644] [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: 09/21/2022] [Revised: 12/07/2022] [Accepted: 01/06/2023] [Indexed: 01/25/2023]
Abstract
OBJECTIVES Cognitive and behavioural responses to symptoms can worsen or maintain the severity of symptoms across long-term conditions (LTCs). Although the Cognitive and Behavioural Responses Questionnaire (CBRQ) has been used in research, its original development and psychometric properties as a transdiagnostic measure have not been reported. Our aim was to evaluate the psychometric properties of the CBRQ and a recently proposed short version, across different LTCs. DESIGN Psychometric validation study. METHODS Confirmatory factor analysis (CFA) tested the factor structure of the CBRQ in two datasets from the CBRQ's original development; (chronic fatigue syndrome, N = 230; and multiple sclerosis, N = 221) and in additional groups: haemodialysis (N = 174), inflammatory bowel disease (N = 182) and chronic dizziness (N = 185). Scale reliability and construct validity were assessed. The factor structure of the shortened CBRQ (CBRQ-SF) was also assessed. RESULTS CFA revealed that a 7-or 8-factor structure had generally appropriate fit supporting the originally proposed 7 factors (Fear avoidance, Damage beliefs, Catastrophising, Embarrassment avoidance, Symptom focusing, All-or-nothing behaviour and Avoidance/Resting behaviour). Omega coefficients indicated satisfactory internal reliability. Correlations with related constructs suggested construct validity. The scale appeared sensitive to change. The CBRQ-SF also displayed good psychometric quality, with a better model fit than the CBRQ. CONCLUSIONS The CBRQ and the shortened version were shown to be reliable and valid at assessing a range of cognitive and behavioural responses to symptoms, highlighting the multi-symptom, transdiagnostic properties of this questionnaire. Further research is necessary to determine the test-retest reliability and sensitivity to change of the CBRQ and CBRQ-SF and a thorough evaluation of the content validity of the items.
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Affiliation(s)
- Federica Picariello
- Health Psychology Section, Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience King's College London, London, UK
| | - Joseph Chilcot
- Health Psychology Section, Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience King's College London, London, UK
| | - Trudie Chalder
- Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience King's College London, London, UK
| | - David Herdman
- Health Psychology Section, Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience King's College London, London, UK.,St George's University Hospitals NHS Foundation Trust, London, UK
| | - Rona Moss-Morris
- Health Psychology Section, Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience King's College London, London, UK
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15
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Maroti D, Lumley MA, Schubiner H, Lilliengren P, Bileviciute-Ljungar I, Ljótsson B, Johansson R. Internet-based emotional awareness and expression therapy for somatic symptom disorder: A randomized controlled trial. J Psychosom Res 2022; 163:111068. [PMID: 36327532 DOI: 10.1016/j.jpsychores.2022.111068] [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: 03/24/2022] [Revised: 09/11/2022] [Accepted: 10/18/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Somatic symptom disorder (SSD) is commonly encountered in health care settings. Cognitive-behavioural treatments have been most extensively studied, but they tend to have small effects of temporary duration. Emotional awareness and expression therapy (EAET) is a newly developed treatment for SSD, targeting emotional processing of trauma and conflict as a mechanism of symptom change. In an earlier uncontrolled study of self-guided, internet-administrated EAET (I-EAET), we found substantial reductions in somatic symptoms, prompting the need for a randomized controlled trial of I-EAET. METHODS We conducted a 2-arm RCT, comparing 10-week I-EAET (n = 37) to a waitlist control (WL; n = 37). Primary outcomes were reductions of somatic symptoms (PHQ-15) and pain intensity (BPI-4) at post-treatment, with a 4-month evaluation of effect duration. We also analysed emotional processing (EPS-25) and depression (PHQ-9) as possible mediators of I-EAET's effects. RESULTS Compared to controls, I-EAET significantly reduced somatic symptoms at both post-treatment and follow-up. I-EAET also reduced pain, depression, insomnia, and anxiety at post-treatment, but these effects were not retained at follow-up. As hypothesized, a facet of emotional processing partially mediated the treatment effect on somatic symptoms, even when controlling for depression. CONCLUSIONS Although treatment effects were smaller than in the previous uncontrolled trial, I-EAET is a promising treatment for SSD, with a minority of patients (around 20%) experiencing substantial clinical improvement. The benefits of I-EAET are partially mediated by improved emotional processing. Future research should identify and target patients who respond best to I-EAET and develop tailored treatment to enhance treatment effects. (Preregistered at clinicaltrials.gov: NCT04751825.).
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Affiliation(s)
- Daniel Maroti
- Department of Clinical Neuroscience, Division of Psychology, Karolinska Institutet, Stockholm, Sweden.
| | - Mark A Lumley
- Department of Psychology, Wayne State University, Detroit, MI, USA..
| | - Howard Schubiner
- Department of Internal Medicine, Ascension Providence-Providence Hospital, Michigan State University College of Human Medicine, Southfield, MI, USA
| | - Peter Lilliengren
- Department of Health Care Sciences, Ersta Sköndal Bräcke University College, Stockholm, Sweden..
| | - Indre Bileviciute-Ljungar
- Department of Clinical Sciences, Karolinska Institute and Department of Rehabilitation Medicine, Danderyd Hospital, Stockholm, Sweden..
| | - Brjánn Ljótsson
- Department of Clinical Neuroscience, Division of Psychology, Karolinska Institutet, Stockholm, Sweden.
| | - Robert Johansson
- Department of Clinical Neuroscience, Division of Psychology, Karolinska Institutet, Stockholm, Sweden; Department of Psychology, Stockholm University, Stockholm, Sweden..
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16
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Severin Hennemann, 2022 EAPM Elsevier Young Investigator Award Recipient, on Moderators in internet-based treatment for somatic symptom distress. J Psychosom Res 2022; 160:110995. [PMID: 35917631 DOI: 10.1016/j.jpsychores.2022.110995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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17
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Hennemann S, Witthöft M, Kleinstäuber M, Böhme K, Baumeister H, Ebert DD, Probst T. Somatosensory amplification moderates the efficacy of internet-delivered CBT for somatic symptom distress in emerging adults: Exploratory analysis of a randomized controlled trial. J Psychosom Res 2022; 155:110761. [PMID: 35182889 DOI: 10.1016/j.jpsychores.2022.110761] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 02/07/2022] [Accepted: 02/07/2022] [Indexed: 10/19/2022]
Abstract
OBJECTIVE While studies mainly provide positive evidence for the efficacy of internet-delivered cognitive-behavioral therapy (ICBT) for various persistent somatic symptoms, it remains largely unclear for whom these interventions work or not. This exploratory analysis aimed to identify moderators for the outcome between ICBT for somatic symptom distres and a waitlist control group (WL) in a vulnerable target group of emerging adults. METHODS Based on data from a randomized controlled trial on 156 university students with varying degrees of somatic symptom distress who were allocated to either an eight-week, therapist guided ICBT (iSOMA) or to the WL, we examined pretreatment demographic characteristics, health-related variables (e.g., somatic symptom duration), mental distress (e.g., depression, anxiety) and cognitive-emotional factors (emotional reactivity, somatosensory amplification) as candidate moderators of the outcome, somatic symptom distress (assessed by the Patient Health Questionnaire, PHQ-15) from pre- to posttreatment. RESULTS Somatosensory amplification (assessed by the Somatosensory Amplification Scale, SSAS) moderated the outcome in favor of iSOMA (B = -0.17, SE = 0.08, p = 0.031), i.e., higher pretreatment somatosensory amplification was associated with better outcome in the active compared to the control intervention. No significant moderation effects were found among demographic characteristics, health-related variables, or mental distress. CONCLUSION Our findings suggest that an internet-delivered CBT for somatic symptom distress should be preferred over no active treatment particularly in individuals with moderate to high levels of somatosensory amplification, which as a next step should be tested against further treatments and in clinical populations. TRIAL REGISTRATION German Clinical Trials Register (DRKS00014375).
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Affiliation(s)
- Severin Hennemann
- Johannes Gutenberg University Mainz, Department of Clinical Psychology, Psychotherapy and Experimental Psychopathology, Mainz, Germany.
| | - Michael Witthöft
- Johannes Gutenberg University Mainz, Department of Clinical Psychology, Psychotherapy and Experimental Psychopathology, Mainz, Germany
| | - Maria Kleinstäuber
- Utah State University, Emma Eccles Jones College of Education and Human Services, Department of Psychology, Logan (Utah), USA
| | - Katja Böhme
- Johannes Gutenberg University Mainz, Department of Clinical Psychology, Psychotherapy and Experimental Psychopathology, Mainz, Germany
| | - Harald Baumeister
- Ulm University, Department of Clinical Psychology and Psychotherapy, Ulm, Germany
| | - David Daniel Ebert
- Technical University of Munich, Department of Sport and Health Sciences, München, Germany
| | - Thomas Probst
- Danube University Krems, Department for Psychotherapy and Biopsychosocial Health, Krems, Austria
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18
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Fiedorowicz JG. Journal of psychosomatic research 2021 year in review. J Psychosom Res 2022; 153:110720. [PMID: 35051875 DOI: 10.1016/j.jpsychores.2022.110720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- Jess G Fiedorowicz
- University of Ottawa, The Ottawa Hospital, Ottawa Hospital Research Institute, University of Ottawa Brain & Mind Research Institute, Canada.
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19
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Sugaya N, Shirotsuki K, Nakao M. Cognitive behavioral treatment for irritable bowel syndrome: a recent literature review. Biopsychosoc Med 2021; 15:23. [PMID: 34838129 PMCID: PMC8626893 DOI: 10.1186/s13030-021-00226-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 11/15/2021] [Indexed: 12/31/2022] Open
Abstract
Irritable bowel syndrome (IBS) is a gastrointestinal psychosomatic disorder that often develops and worsens with stress. Hence, it is important to treat it from both, its physical and mental aspects. We reviewed recent research on cognitive-behavioral therapy (CBT)—one of the most widely studied psychological treatments for IBS—since it focuses on addressing the cognitions and behaviors associated with IBS symptoms, and combines diverse content, such as cognitive techniques, exposure, stress management, and mindfulness, whose effects have been widely studied. Research on CBT for IBS varies not only in terms of content of the interventions, but also in terms of implementation (individual or group, face-to-face or online). Internet-delivered CBT has recently shown the possibility of providing more accessible and cost-effective psychological intervention to IBS patients in formats, other than face-to-face. In recent years, many standardized scales that allow for IBS-specific psychological assessments have been used in clinical studies of CBT for IBS. Tools that competently deliver effective interventions and properly measure their effectiveness are expected to spread to many people suffering from IBS.
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Affiliation(s)
- Nagisa Sugaya
- Unit of Public Health and Preventive Medicine, School of Medicine, Yokohama City University, 3-9 Fukuura, Kanazawa-ku, Yokohama City, 236-0004, Japan.
| | - Kentaro Shirotsuki
- Graduate School of Human and Social Sciences, Musashino University, Tokyo, Japan
| | - Mutsuhiro Nakao
- Department of Psychosomatic Medicine, School of Medicine, International University of Health and Welfare, Chiba, Japan
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Seesing A, Löwe B, Shedden-Mora M. [Mental and Somatic Health Care Use in Persistent Somatic Symptoms: 4-Year Follow Up of the Network for Somatoform and Functional Disorders (Sofu-Net)]. Psychother Psychosom Med Psychol 2021; 72:179-188. [PMID: 34820822 DOI: 10.1055/a-1663-6647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND The stepped, coordinated, interdisciplinary Health Network for Somatoform and Functional Disorders (Sofu-Net) was developed to provide guideline-based care for patients with somatoform and functional disorders. This controlled cluster cohort study evaluated patients' mental and somatic health care use, clinical outcomes, and their predictors at 4-years follow-up. METHOD 219 patients at risk for somatoform disorders from Sofu-Net practices (n=119) and control practices (n=100) were resurveyed after 4 years using structured interviews. Outcomes were mental and somatic health care use, somatic symptom burden and depressive symptoms. RESULTS 127 patients (n=74 Sofu-Net, n=53 controls) were followed up. Compared with the control group, Sofu-Net patients were significantly more likely to be referred to psychotherapy (55.4 vs. 35.8%). Younger age and more frequent GP consultations on the occasion of psychosocial problems predicted mental health care use. No difference was found between the two groups in the severity of clinical symptoms or in the extent of somatic health care use. Significant predictors were the number of somatic diseases, increased fear of illness, female gender, increased depressive symptomatology, low physical and mental quality of life. DISCUSSION In the long term, the coordinated and interdisciplinary network structure succeeded in more successfully referring high-risk patients to psychotherapy. The role of the primary care physician proved to be important. However, this was not accompanied by an improvement in the patients' clinical condition or a decrease in outpatient physician utilization.
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Affiliation(s)
- Alexandra Seesing
- Klinik und Poliklinik für Psychosomatische Medizin und Psychotherapie, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Deutschland
| | - Bernd Löwe
- Klinik und Poliklinik für Psychosomatische Medizin und Psychotherapie, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Deutschland
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