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Maas Genannt Bermpohl F, Kucharczyk-Bodenburg AC, Martin A. Efficacy and Acceptance of Cognitive Behavioral Therapy in Adults with Chronic Fatigue Syndrome: A Meta-analysis. Int J Behav Med 2024; 31:895-910. [PMID: 38228869 PMCID: PMC11588766 DOI: 10.1007/s12529-023-10254-2] [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] [Accepted: 12/20/2023] [Indexed: 01/18/2024]
Abstract
BACKGROUND The systematic aggregation of research on cognitive behavioral therapy (CBT) in chronic fatigue syndrome (CFS) needs an update. Although meta-analyses evaluating interventions typically focus on symptom reduction, they should also consider indicators of treatment acceptability, e.g., drop-out rates. METHODS Randomized controlled trials (RCTs) investigating CBT in adults with CFS compared to inactive and non-specific control groups were included. First, efficacy was examined, considering fatigue, depression, anxiety, and perceived health. Secondly, drop-out rates through different trial stages were analyzed: Non-completion of all mandatory sessions, drop-out (primary study definition), treatment refusal (non-starters), and average of sessions completed. RESULT We included 15 RCTs with 2015 participants. CBT was more effective than controls in fatigue (g = -0.52, 95%CI -0.69 to -0.35), perceived health, depression, and anxiety at post-treatment. At long-term follow-up the effects were maintained for fatigue and anxiety. Rates of non-completion (22%, 95%CI 3-71), drop-out (15%, 95%CI 9-25), and treatment refusal (7%, 95%CI 3-15) were relatively low, with a high average proportion of sessions completed. Total time of therapy moderated the effect on fatigue, while the number of sessions moderated the effect on perceived health. Fatigue severity influenced adherence. CONCLUSION The results indicate that CBT for CFS is effective in reducing fatigue, fatigue related impairment, and severity of depression and anxiety. Conclusions on efficacy at follow-ups are still limited. However, adherence is high in CBT. The results may help to inform clinical practice. Future research should focus on examining the maintenance of effects, while also emphasizing the importance of treatment acceptance.
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Affiliation(s)
| | | | - Alexandra Martin
- Department of Clinical Psychology and Psychotherapy, University of Wuppertal, Gaußstraße 20, 42119, Wuppertal, Germany
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2
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Godena EJ, Freeburn JL, Silverberg ND, Perez DL. A Case of Functional Cognitive Disorder: Psychotherapy and Speech and Language Therapy Insights. Harv Rev Psychiatry 2023; 31:248-256. [PMID: 37699067 DOI: 10.1097/hrp.0000000000000379] [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: 09/14/2023]
Affiliation(s)
- Ellen J Godena
- From Harvard Medical School (Dr. Perez and Ms. Godena and Freeburn); Functional Neurological Disorder Unit, Division of Behavioral Neurology, Department of Neurology, Massachusetts General Hospital, Boston, MA (Dr. Perez and Ms. Godena and Freeburn); Division of Neuropsychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA (Dr. Perez); Department of Speech, Language, and Swallowing Disorders, Massachusetts General Hospital, Boston, MA (Ms. Freeburn); Department of Psychology, University of British Columbia (Dr. Silverberg)
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3
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Gotaas ME, Landmark T, Helvik AS, Fors EA. Characteristics associated with physical functioning and fatigue in patients with chronic fatigue syndrome (CFS): secondary analyses of a randomized controlled trial. FATIGUE: BIOMEDICINE, HEALTH & BEHAVIOR 2023. [DOI: 10.1080/21641846.2023.2175521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Affiliation(s)
- Merethe Eide Gotaas
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- National Competence Centre for Complex Symptom Disorders, St. Olav’s University Hospital, Trondheim, Norway
| | - Tormod Landmark
- National Competence Centre for Complex Symptom Disorders, St. Olav’s University Hospital, Trondheim, Norway
| | - Anne S. Helvik
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Egil A. Fors
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
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4
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Müller F, Verdam MGE, Oort FJ, Riper H, van Straten A, Verdonck-de Leeuw IM, Sprangers MAG, Knoop H. Response Shift After Cognitive Behavioral Therapy Targeting Severe Fatigue: Explorative Analysis of Three Randomized Controlled Trials. Int J Behav Med 2022:10.1007/s12529-022-10111-8. [DOI: 10.1007/s12529-022-10111-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/21/2022] [Indexed: 11/28/2022]
Abstract
Abstract
Background
Cognitive behavioral therapy (CBT) is an evidence-based intervention for severe fatigue. Changes in patients’ fatigue scores following CBT might reflect not only the intended relief in fatigue but also response shift, a change in the meaning of patients’ self-evaluation. Objectives were to (1) identify the occurrence of response shift in patients undergoing CBT, (2) determine the impact of response shift on the intervention effect, and (3) investigate whether changes in fatigue-related cognitions and perceptions, targeted during CBT, are associated with response shift.
Methods
Data of three randomized controlled trials testing the efficacy of CBT in individuals with chronic fatigue syndrome (CFS, n = 222), cancer (n = 123), and diabetes (n = 107) were re-analyzed. Fatigue severity was measured with 8 items from the Checklist Individual Strength, a valid and widely used self-report questionnaire. Structural equation modelling was applied to assess lack of longitudinal measurement invariance, as indication of response shift.
Results
As expected, in all three trials, response shift was indicated in the CBT groups, not the control groups. Response shift through reprioritization was indicated for the items “Physically, I feel exhausted” (CFS) and “I tire easily” (cancer, diabetes), which became less vs. more important to the measurement of fatigue, respectively. However, this did not affect the intervention effects. Some changes in cognitions and perceptions were associated with the response shifts.
Conclusions
CBT seems to induce response shift through reprioritization across patient groups, but its occurrence does not affect the intervention effect. Future research should corroborate these findings and investigate whether patients indeed change their understanding of fatigue.
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5
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Murillo C, Vo TT, Vansteelandt S, Harrison LE, Cagnie B, Coppieters I, Chys M, Timmers I, Meeus M. How do psychologically based interventions for chronic musculoskeletal pain work? A systematic review and meta-analysis of specific moderators and mediators of treatment. Clin Psychol Rev 2022; 94:102160. [PMID: 35561510 PMCID: PMC11146991 DOI: 10.1016/j.cpr.2022.102160] [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: 06/10/2021] [Revised: 03/18/2022] [Accepted: 04/27/2022] [Indexed: 11/25/2022]
Abstract
Psychologically based interventions aim to improve pain-related functioning by targeting pain-related fears, cognitions and behaviors. Mediation and moderation analyses permit further examination of the effect of treatment on an outcome. This systematic review and meta-analysis aims to synthetize the evidence of specific mediators and moderators (i.e., treatment targets) of psychologically based treatment effects on pain and disability. A total of 28 mediation and 11 moderation analyses were included. Thirteen mediation studies were included in a meta-analysis, and the rest was narratively synthetized. Reductions in pain-related fear (indirect effect [IE]: -0.07; 95% confidence interval [CI]: -0.11, -0.04) and catastrophizing (IE: -0.07; 95%CI: -0.14, -0.00), as well as increases in self-efficacy (IE: -0.07; 95%CI: -0.11, -0.04), mediated effects of cognitive behavioral therapy on disability but not on pain intensity, when compared to control treatments. Enhancing pain acceptance (IE: -0.17; 95%CI: -0.31, -0.03) and psychological flexibility (IE: -0.30; 95%CI: -0.41, -0.18) mediated acceptance and commitment therapy effects on disability. The narrative synthesis showed conflicting evidence, which did not support a robust moderated effect for any of the examined constructs. Overall, the methodological quality regarding mediation was low, and some key pitfalls are highlighted alongside recommendations to provide a platform for future research.
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Affiliation(s)
- Carlos Murillo
- Department of Rehabilitation Sciences, Faculty of Health Sciences and Medicine, Ghent University, Belgium; Pain in Motion international research group, www.paininmotion.be, University of Antwerp, Campus Drie EikenUniversiteitsplein 12610 Wilrijk, Belgium
| | - Tat-Thang Vo
- Department of Statistics, The Wharton School, University of Pennsylvania, Pennsylvania, United States; Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Belgium
| | - Stijn Vansteelandt
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Belgium; Department of Medical Statistics, London School of Hygiene and Tropical Medicine, United Kingdom
| | - Lauren E Harrison
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University, California, United States
| | - Barbara Cagnie
- Department of Rehabilitation Sciences, Faculty of Health Sciences and Medicine, Ghent University, Belgium
| | - Iris Coppieters
- Department of Rehabilitation Sciences, Faculty of Health Sciences and Medicine, Ghent University, Belgium; Pain in Motion international research group, www.paininmotion.be, University of Antwerp, Campus Drie EikenUniversiteitsplein 12610 Wilrijk, Belgium; Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Belgium
| | - Marjolein Chys
- Department of Rehabilitation Sciences, Faculty of Health Sciences and Medicine, Ghent University, Belgium
| | - Inge Timmers
- Department of Rehabilitation Sciences, Faculty of Health Sciences and Medicine, Ghent University, Belgium; Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University, California, United States; Department of Rehabilitation Medicine, Maastricht University, Netherlands
| | - Mira Meeus
- Department of Rehabilitation Sciences, Faculty of Health Sciences and Medicine, Ghent University, Belgium; Pain in Motion international research group, www.paininmotion.be, University of Antwerp, Campus Drie EikenUniversiteitsplein 12610 Wilrijk, Belgium; MOVANT research group, Department of Rehabilitation Sciences and Physiotherapy, Faculty of Health Sciences and Medicine, University of Antwerp, Belgium.
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6
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Kuut TA, Müller F, Aldenkamp A, Assmann-Schuilwerve E, Braamse A, Geerlings SE, Gibney KB, Kanaan RAA, Nieuwkerk P, Olde Hartman TC, Pauëlsen D, Prins M, Slieker K, Van Vugt M, Bleeker-Rovers CP, Keijmel SP, Knoop H. A randomised controlled trial testing the efficacy of Fit after COVID, a cognitive behavioural therapy targeting severe post-infectious fatigue following COVID-19 (ReCOVer): study protocol. Trials 2021; 22:867. [PMID: 34857010 PMCID: PMC8637041 DOI: 10.1186/s13063-021-05569-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 08/26/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Coronavirus disease 2019 (COVID-19) results in debilitating long-term symptoms, often referred to as Post-Acute Sequelae of SARS-CoV-2 Infection (PASC), in a substantial subgroup of patients. One of the most prevalent symptoms following COVID-19 is severe fatigue. Prompt delivery of cognitive behavioural therapy (CBT), an evidence-based treatment that has shown benefit in reducing severe fatigue in other conditions, may reduce post-COVID-19 fatigue. Based on an existing CBT protocol, a blended intervention of 17 weeks, Fit after COVID, was developed to treat severe fatigue after the acute phase of infection with SARS-CoV-2. METHOD The ReCOVer study is a multicentre 2-arm randomised controlled trial (RCT) to test the efficacy of Fit after COVID on severe post-infectious fatigue. Participants are eligible if they report severe fatigue 3 up to and including 12 months following COVID-19. One hundred and fourteen participants will be randomised to either Fit after COVID or care as usual (ratio 1:1). The primary outcome, the fatigue severity subscale of the Checklist Individual Strength (CIS-fatigue), is assessed in both groups before randomisation (T0), directly post CBT or following care as usual (T1), and at follow-up 6 months after the second assessment (T2). In addition, a long-term follow-up (T3), 12 months after the second assessment, is performed in the CBT group only. The primary objective is to investigate whether CBT will lead to a significantly lower mean fatigue severity score measured with the CIS-fatigue across the first two follow-up assessments (T1 and T2) as compared to care as usual. Secondary objectives are to determine the proportion of participants no longer being severely fatigued (operationalised in different ways) at T1 and T2 and to investigate changes in physical and social functioning, in the number and severity of somatic symptoms and in problems concentrating across T1 and T2. DISCUSSION This is the first trial testing a cognitive behavioural intervention targeting severe fatigue after COVID-19. If Fit after COVID is effective in reducing fatigue severity following COVID-19, this intervention could contribute to alleviating the long-term health consequences of COVID-19 by relieving one of its most prevalent and distressing long-term symptoms. TRIAL REGISTRATION Netherlands Trial Register NL8947 . Registered on 14 October 2020.
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Affiliation(s)
- T A Kuut
- Department of Medical Psychology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands.
- Amsterdam University Medical Centers, Expert Center for Chronic Fatigue, Department of Medical Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
| | - F Müller
- Department of Medical Psychology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - A Aldenkamp
- Department of Lung Medicine, Catharina Hospital, Eindhoven, The Netherlands
| | | | - A Braamse
- Department of Medical Psychology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - S E Geerlings
- Department of Internal Medicine, Division Infectious Diseases, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - K B Gibney
- Victorian Infectious Diseases Service, Royal Melbourne Hospital, and Department of Infectious Diseases, University of Melbourne, at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - R A A Kanaan
- Department of Psychiatry, University of Melbourne, Austin Health, Heidelberg, Australia
| | - P Nieuwkerk
- Department of Medical Psychology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - T C Olde Hartman
- Department of Primary and Community Care, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - D Pauëlsen
- Department of Medical Psychology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - M Prins
- Department of Internal Medicine, Division Infectious Diseases, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
- Department of Infectious Diseases, Public Health Service of Amsterdam, Amsterdam, The Netherlands
| | - K Slieker
- Department of Internal Medicine, Bernhoven, Uden, The Netherlands
| | - M Van Vugt
- Division of Internal Medicine, Department of Infectious Diseases, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Institute for Infection and Immunity, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - C P Bleeker-Rovers
- Department of Internal Medicine, Radboud university medical center, Nijmegen, The Netherlands
| | - S P Keijmel
- Department of Internal Medicine, Radboud university medical center, Nijmegen, The Netherlands
| | - H Knoop
- Department of Medical Psychology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
- Amsterdam University Medical Centers, Expert Center for Chronic Fatigue, Department of Medical Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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7
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Bakker GM. Psychotherapy outcome research: Implications of a new clinical taxonomy. Clin Psychol Psychother 2021; 29:178-199. [PMID: 34180112 DOI: 10.1002/cpp.2638] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 06/09/2021] [Indexed: 11/11/2022]
Abstract
Since the publication of DSM-III in 1980, the scientist-practitioner gap in clinical psychology has expanded, as almost all outcome research in clinical psychology has been on diagnosed mental disorders within a medical model using drug trial methodologies, whereas most practising clinicians undertake functional analyses and case formulations of clinical psychological problems (CPPs) and then apply tailored interventions within an ongoing hypothesis-testing methodology. But comparatively reliable assessment and generalizable conclusions in psychotherapy outcome research require a comprehensive theory-derived conception or operational definition of 'CPPs', standardized functional analyses, and a taxonomy of CPPs comparable to DSM's listings of mental disorders. An alternative conception and taxonomy of CPPs have recently been proposed, offering improvements in the reliability and generalizability of case formulation-based psychotherapy outcome research. It conceives of CPPs as instances of the formation and operation of self-sustaining problem-maintaining circles (PMCs) of psychological-level causal elements-that is, at the level of cognitions, behaviours, emotions, and events or situations (stimuli). The paper describes this new conception of CPPs, a subsequent nascent taxonomy of evidence-based PMCs which standardizes the underlying mechanisms that maintain CPPs, and ensuing benefits to research (as well as to practice) in clinical psychology. These benefits include being able to encompass all treatment-worthy CPPs, not just diagnosable mental disorders; to assess theory-derived intervention strategies, not just arbitrary therapy bundles; and to directly feed back into psychological theories, not just expand an atheoretical list of patented "evidence supported therapies."
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Affiliation(s)
- Gary M Bakker
- School of Medicine, University of Tasmania, Launceston, Tasmania, Australia
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8
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Müller F, Wijayanto F, Abrahams H, Gielissen M, Prinsen H, Braamse A, van Laarhoven HWM, Groot P, Heskes T, Knoop H. Potential mechanisms of the fatigue-reducing effect of cognitive-behavioral therapy in cancer survivors: Three randomized controlled trials. Psychooncology 2021; 30:1476-1484. [PMID: 33899978 PMCID: PMC8518952 DOI: 10.1002/pon.5710] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/14/2021] [Accepted: 04/22/2021] [Indexed: 01/11/2023]
Abstract
OBJECTIVE Fatigue is a common symptom among cancer survivors that can be successfully treated with cognitive-behavioral therapy (CBT). Insights into the working mechanisms of CBT are currently limited. The aim of this study was to investigate whether improvements in targeted cognitive-behavioral variables and reduced depressive symptoms mediate the fatigue-reducing effect of CBT. METHODS We pooled data from three randomized controlled trials that tested the efficacy of CBT to reduce severe fatigue. In all three trials, fatigue severity (checklist individual strength) decreased significantly following CBT. Assessments were conducted pre-treatment and 6 months later. Classical mediation analysis testing a pre-specified model was conducted and its results compared to those of causal discovery, an explorative data-driven approach testing all possible causal associations and retaining the most likely model. RESULTS Data from 250 cancer survivors (n = 129 CBT, n = 121 waitlist) were analyzed. Classical mediation analysis suggests that increased self-efficacy and decreased fatigue catastrophizing, focusing on symptoms, perceived problems with activity and depressive symptoms mediate the reduction of fatigue brought by CBT. Conversely, causal discovery and post-hoc analyses indicate that fatigue acts as mediator, not outcome, of changes in cognitions, sleep disturbance and depressive symptoms. CONCLUSIONS Cognitions, sleep disturbance and depressive symptoms improve during CBT. When assessed pre- and post-treatment, fatigue acts as a mediator, not outcome, of these improvements. It seems likely that the working mechanism of CBT is not a one-way causal effect but a dynamic reciprocal process. Trials integrating intermittent assessments are needed to shed light on these mechanisms and inform optimization of CBT.
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Affiliation(s)
- Fabiola Müller
- Department of Medical Psychology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands.,Department of Health Psychology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.,Faculty of Science, School of Psychology, The University of Sydney, Sydney, Australia
| | - Feri Wijayanto
- Institute for Computing and Information Sciences, Radboud University, Nijmegen, The Netherlands.,Department of Informatics, Universitas Islam Indonesia, Yogyakarta, Indonesia
| | - Harriët Abrahams
- Department of Medical Psychology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Marieke Gielissen
- Academy Het Dorp, Arnhem, The Netherlands.,Siza (disability service) Arnhem, Arnhem, The Netherlands
| | - Hetty Prinsen
- Department of Medical Oncology, Radboud University, Nijmegen, The Netherlands
| | - Annemarie Braamse
- Department of Medical Psychology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Hanneke W M van Laarhoven
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Perry Groot
- Institute for Computing and Information Sciences, Radboud University, Nijmegen, The Netherlands
| | - Tom Heskes
- Institute for Computing and Information Sciences, Radboud University, Nijmegen, The Netherlands
| | - Hans Knoop
- Department of Medical Psychology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands.,Department of Medical Psychology, Amsterdam University Medical Centers, Expert Center for Chronic Fatigue, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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9
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Worm-Smeitink M, Monden R, Groen RN, van Gils A, Bekhuis E, Rosmalen J, Knoop H. Towards personalized assessment of fatigue perpetuating factors in patients with chronic fatigue syndrome using ecological momentary assessment: A pilot study. J Psychosom Res 2021; 140:110296. [PMID: 33264751 DOI: 10.1016/j.jpsychores.2020.110296] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 10/26/2020] [Accepted: 11/12/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVE This study aimed to explore the associations between cognitions, behaviours and affects and fatigue in chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME), and their relation to reduction of fatigue after cognitive behaviour therapy (CBT). METHODS In CFS/ME patients, 22 behaviours, cognitions and affects, potentially perpetuating fatigue were registered 5 times a day using ecological momentary assessment (EMA) and an actigraphy. Simultaneous Components Analysis (SCA) was used to identify components of perpetuation, that were tested for their associations with fatigue in multilevel vector autoregressive (VAR) modelling. Fatigue severity was measured pre- and posttreatment with the Checklist Individual Strength. The relationship between perpetuation (the strength and direction of the possible associations between fatigue and the components) and therapy outcome was investigated. RESULTS 58 patients met inclusion criteria (m age = 36.5; 65.5% female) and data of 50 patients were analysed in the multilevel analysis. Two perpetuating components were found: "psychological discomfort" and "activity". For the total group, both perpetuating components did not predict fatigue on a following time-point. For individual patients the strength and direction of the associations varied. None of the associations between perpetuating components and fatigue significantly predicted treatment outcome. CONCLUSION Results suggest that there is heterogeneity in perpetuation of fatigue in CFS/ME. Investigating fatigue and perpetuators on an individual rather than group level could lead to new insights.
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Affiliation(s)
- Margreet Worm-Smeitink
- Expert Center for Chronic Fatigue, Department of Medical Psychology, University Medical Centers, Vrije Universiteit, Amsterdam, Netherlands
| | - Rei Monden
- University of Groningen, University Medical Center of Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), Netherlands
| | - Robin Nikita Groen
- University of Groningen, University Medical Center of Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), Netherlands
| | - Anne van Gils
- University of Groningen, University Medical Center of Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), Netherlands
| | - Ella Bekhuis
- University of Groningen, University Medical Center of Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), Netherlands
| | - Judith Rosmalen
- University of Groningen, University Medical Center of Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), Netherlands
| | - Hans Knoop
- Expert Center for Chronic Fatigue, Department of Medical Psychology, University Medical Centers, Vrije Universiteit, Amsterdam, Netherlands.
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10
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Brugnera A, Nordstrand Jacobsen T, Woodhouse A, Compare A, Børsting Jacobsen H. Effectiveness of an ACT-based rehabilitation program for the treatment of chronic fatigue: Results from a 12-months longitudinal study. Scand J Psychol 2020; 62:41-50. [PMID: 32745305 DOI: 10.1111/sjop.12672] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 06/25/2020] [Indexed: 01/09/2023]
Abstract
Acceptance and Commitment Therapy (ACT) is potentially effective for treating chronic fatigue. Given the paucity of studies on this topic, we aimed to assess long-term trajectories of primary (fatigue, quality of life and functional abilities) and secondary outcomes (anxious and depressive symptoms) of an ACT-based rehabilitation program for patients with chronic fatigue. Further, we examined if changes in potential process variables (psychological inflexibility, metacognitive beliefs, and cognitive and behavioral responses to symptoms) during ACT predicted change in all outcomes across follow-up. One-hundred ninety-five workers on sick leave (mean age: 43.61 ± 9.33 years; 80.5% females) with a diagnosis of chronic fatigue were enrolled in a manualized, 3.5-week intensive return-to-work rehabilitation program based on ACT. All completed a battery of questionnaires at pre-, post-treatment, 6 and 12 months follow-up. We found significant longitudinal changes in most primary and secondary outcomes from pre- up to 12 months follow-up. All process variables significantly decreased from pre- up to 12 months follow-up, and pre-to-post changes in fear avoidance beliefs were most often associated with a greater change in outcomes across follow-up. Depressive symptomatology showed a similar trajectory of change to fatigue, meaning that scores were correlated at each time point and tended to converge over time. This suggests that both symptoms influence each other substantially over a year following the treatment. Concluding, results lend support to the effectiveness of an ACT-based rehabilitation program for patients with chronic fatigue and provide preliminary evidence for the role of process variables and depressive symptomatology on subsequent change in outcomes.
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Affiliation(s)
- Agostino Brugnera
- Department of Human and Social Sciences, University of Bergamo, Bergamo, Italy
| | | | - Astrid Woodhouse
- Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway
| | - Angelo Compare
- Department of Human and Social Sciences, University of Bergamo, Bergamo, Italy
| | - Henrik Børsting Jacobsen
- Department of Pain Management and Research, Oslo University Hospital, Oslo, Norway.,Department of Psychology, University of Oslo, Norway
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11
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Breukers EMC, Raijmakers RPH, Nieuwkerk PT, Bleijenberg G, van der Meer JWM, Bleeker-Rovers CP, Keijmel SP, Knoop H. Mediation analysis shows that a decline in self-efficacy mediates the increase in fatigue severity following an initial positive response to cognitive behavioural therapy in Q fever fatigue syndrome. J Psychosom Res 2019; 127:109841. [PMID: 31734556 DOI: 10.1016/j.jpsychores.2019.109841] [Citation(s) in RCA: 5] [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] [Received: 05/29/2019] [Revised: 09/21/2019] [Accepted: 09/25/2019] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Q fever fatigue syndrome (QFS) is characterized by chronic fatigue following acute Q fever. Previously, it was shown that cognitive behavioural therapy (CBT), and not doxycycline, was significantly more effective than placebo in reducing fatigue severity in QFS patients. However, this effect was not maintained after one year. The aim of this study is to elucidate the cognitive and behavioural variables which mediate the positive effect of CBT on fatigue during the treatment and the relapse of fatigue after completion of CBT, by using multiple mediation analysis. METHODS Additional analyses were performed on data of a randomized controlled trial that investigated the efficacy of CBT and antibiotics compared to placebo for QFS [1]. Only those patients in the CBT group who completed the allocated CBT treatment, and those patients in the medication group who did not follow additional CBT during follow-up, were included in this study. Two mediation models were tested, using respectively assessments at baseline and end-of-treatment (EOT), and EOT and follow-up, comparing the CBT group (n = 43) with the medication group (n = 89). RESULTS During treatment, the decrease in fatigue brought on by CBT was completely mediated by an increase in self-efficacy with respect to fatigue. A reduction in self-efficacy partly mediated the increase in fatigue at follow-up in the CBT group. CONCLUSIONS Given the decline in self efficacy, booster sessions focussing on restoration and maintenance of self-efficacy with respect to fatigue, may lead to elongation of the initial positive effects of CBT for QFS.
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Affiliation(s)
- Evi M C Breukers
- Radboud Expert Centre for Q Fever, Radboud university medical center Nijmegen, the Netherlands.
| | - Ruud P H Raijmakers
- Radboud Expert Centre for Q Fever, Radboud university medical center Nijmegen, the Netherlands; Department of Internal Medicine, Division of Infectious Diseases, Radboud university medical center Nijmegen, the Netherlands.
| | - P T Nieuwkerk
- Department of Medical Psychology, Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam, the Netherlands.
| | - Gijs Bleijenberg
- Radboud Expert Centre for Q Fever, Radboud university medical center Nijmegen, the Netherlands.
| | - Jos W M van der Meer
- Radboud Expert Centre for Q Fever, Radboud university medical center Nijmegen, the Netherlands; Department of Internal Medicine, Division of Infectious Diseases, Radboud university medical center Nijmegen, the Netherlands.
| | - Chantal P Bleeker-Rovers
- Radboud Expert Centre for Q Fever, Radboud university medical center Nijmegen, the Netherlands; Department of Internal Medicine, Division of Infectious Diseases, Radboud university medical center Nijmegen, the Netherlands.
| | - Stephan P Keijmel
- Radboud Expert Centre for Q Fever, Radboud university medical center Nijmegen, the Netherlands; Department of Internal Medicine, Division of Infectious Diseases, Radboud university medical center Nijmegen, the Netherlands.
| | - Hans Knoop
- Department of Medical Psychology, Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam, the Netherlands; Expert Centre for Chronic Fatigue, Department of Medical Psychology, Amsterdam University Medical Centers, VU University, Amsterdam, the Netherlands.
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12
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Bakker GM. A new conception and subsequent taxonomy of clinical psychological problems. BMC Psychol 2019; 7:46. [PMID: 31291999 PMCID: PMC6617608 DOI: 10.1186/s40359-019-0318-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Accepted: 06/12/2019] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND A taxonomy of the objects of study, theory, assessment, and intervention is critical to the development of all clinical sciences. Clinical psychology has been conceptually and administratively dominated by the taxonomy of an adjacent discipline - psychiatry's Diagnostic and statistical manual of mental disorders (DSM). Many have called for a 'paradigm shift' away from a medical nosology of diseases toward clinical psychology's own taxonomy of clinical psychological problems (CPPs), without being able to specify what is to be listed and classified. MAIN TEXT An examination of DSM's problems for clinical psychology, especially its lack of clinical utility, and a search for the essence of CPPs in what clinical psychologists actually do, leads to the proposal that: The critical psychological-level phenomenon underlying CPPs is the occurrence of 'problem-maintaining circles' (PMCs) of causally related cognitions, emotions, behaviours, and/or stimuli. This concept provides an empirically-derived, theory-based, treatment-relevant, categorical, essentialist, parsimonious, and nonstigmatizing definition of CPPs. It distinguishes psychological problems in which PMCs have not (yet?) formed, and which may respond to 'counseling', clinical psychological problems in which active PMCs require clinical intervention, and psychopathological problems which are unlikely to be 'cured' by PMC-breaking alone. CONCLUSION A subsequent classification and coding system of PMCs is proposed, and expected benefits to research, communication, and the quality of case formulation in clinical psychology are described, reliant upon a development effort of some meaningful fraction of that which has been devoted to the DSM.
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Affiliation(s)
- Gary M Bakker
- School of Medicine, University of Tasmania, Locked Bag 1377, Launceston, Tasmania, 7250, Australia.
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13
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Haines C, Loades M, Davis C. Illness perceptions in adolescents with chronic fatigue syndrome and other physical health conditions: Application of the common sense model. Clin Child Psychol Psychiatry 2019; 24:546-563. [PMID: 30770020 PMCID: PMC7100035 DOI: 10.1177/1359104519829796] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The common sense model (CSM) proposes that illness perceptions guide coping and illness management, which subsequently affects outcomes. Chronic fatigue syndrome (CFS) is associated with severe functional impairment. CFS is distinct from other physical health conditions in that individuals can experience high levels of uncertainty, stigma and disbelief from others. This study aimed to compare illness perceptions in adolescents with CFS with other physical health conditions, using a cross-sectional, between-groups design. METHODS Adolescents (aged 11-18) with CFS (n = 49), type 1 diabetes (n = 52) and juvenile idiopathic arthritis (n = 42) were recruited through National Health Service (NHS) clinics and online, and completed a series of questionnaires. RESULTS Adolescents with CFS differed on the perceived consequences, timeline, personal control, treatment control, identity and understanding dimensions of illness perceptions. Except for identity, these dimensions were predicted by health condition even when accounting for age, gender, fatigue, physical functioning, anxiety and depression. CONCLUSIONS Results offer preliminary evidence for the applicability of the CSM in adolescents, with implications for supporting adolescents with physical health conditions. Results suggest that psychological interventions targeting perceived control, understanding and identity may have particular utility for adolescents with CFS.
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Affiliation(s)
- Cara Haines
- 1 Department of Psychology, University of Bath, UK
| | - Maria Loades
- 1 Department of Psychology, University of Bath, UK.,2 Bristol Medical School, University of Bristol, UK
| | - Cara Davis
- 1 Department of Psychology, University of Bath, UK
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14
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Janse A, Bleijenberg G, Knoop H. Prediction of long-term outcome after cognitive behavioral therapy for chronic fatigue syndrome. J Psychosom Res 2019; 121:93-99. [PMID: 31006534 DOI: 10.1016/j.jpsychores.2019.03.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 03/18/2019] [Accepted: 03/18/2019] [Indexed: 11/19/2022]
Abstract
OBJECTIVE To determine which variables predicted long-term outcome after cognitive behavioral therapy (CBT) for chronic fatigue syndrome (CFS). METHODS A cohort of 511 CFS patients from four different CBT for CFS studies, i.e. two cohort studies and two RCT's. Before treatment, all patients fulfilled the 2003 US CDC criteria for CFS and treated with CBT, were assessed at long-term follow-up, up to 10 years after end of treatment. We tried to predict fatigue severity and physical functioning at follow-up with demographics, cognitive-behavioral perpetuating factors, and CFS characteristics as predictors in linear regression analyses. Logistic regression analysis was used to explore significant predictors of fatigue scores within normal limits at long-term follow-up. RESULTS Lower fatigue severity at long-term follow-up was predicted by a shorter duration of CFS symptoms and lower fatigue levels at baseline, and lower frustration in response to fatigue and lower fatigue levels directly post-treatment. Fatigue scores within normal limits at follow-up was predicted by lower fatigue severity and lower levels of frustration in response to fatigue, both assessed directly post-treatment. Better physical functioning at follow-up was predicted by higher sense of control over fatigue, better physical functioning at post-treatment, and being younger at baseline. In some of the additional analysis pain at baseline also predicted physical functioning at follow-up. CONCLUSION The finding that lower fatigue severity and higher physical functioning at long-term follow-up were positively associated with its outcomes at post-treatment underline the importance of fully maximizing the positive effects of CBT for the sustainment of outcomes. Furthermore, augmenting sense of control and starting treatment sooner after diagnosing CFS could positively influence long-term outcome. Interventions aimed at pain management deserve more attention in research.
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Affiliation(s)
- Anthonie Janse
- Expert Center for Chronic Fatigue, Amsterdam University Medical Centers, Department of Medical Psychology, VU University, Amsterdam Public Health research institute, Amsterdam, The Netherlands; Amsterdam University Medical Centers, Department of Medical Psychology, University of Amsterdam, Amsterdam Public Health research institute, Amsterdam, The Netherlands
| | | | - Hans Knoop
- Expert Center for Chronic Fatigue, Amsterdam University Medical Centers, Department of Medical Psychology, VU University, Amsterdam Public Health research institute, Amsterdam, The Netherlands; Amsterdam University Medical Centers, Department of Medical Psychology, University of Amsterdam, Amsterdam Public Health research institute, Amsterdam, The Netherlands.
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15
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Rahmadi R, Groot P, van Rijn MHC, van den Brand JAJG, Heins M, Knoop H, Heskes T. Causality on longitudinal data: Stable specification search in constrained structural equation modeling. Stat Methods Med Res 2018; 27:3814-3834. [PMID: 28657454 PMCID: PMC6249641 DOI: 10.1177/0962280217713347] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
A typical problem in causal modeling is the instability of model structure learning, i.e., small changes in finite data can result in completely different optimal models. The present work introduces a novel causal modeling algorithm for longitudinal data, that is robust for finite samples based on recent advances in stability selection using subsampling and selection algorithms. Our approach uses exploratory search but allows incorporation of prior knowledge, e.g., the absence of a particular causal relationship between two specific variables. We represent causal relationships using structural equation models. Models are scored along two objectives: the model fit and the model complexity. Since both objectives are often conflicting, we apply a multi-objective evolutionary algorithm to search for Pareto optimal models. To handle the instability of small finite data samples, we repeatedly subsample the data and select those substructures (from the optimal models) that are both stable and parsimonious. These substructures can be visualized through a causal graph. Our more exploratory approach achieves at least comparable performance as, but often a significant improvement over state-of-the-art alternative approaches on a simulated data set with a known ground truth. We also present the results of our method on three real-world longitudinal data sets on chronic fatigue syndrome, Alzheimer disease, and chronic kidney disease. The findings obtained with our approach are generally in line with results from more hypothesis-driven analyses in earlier studies and suggest some novel relationships that deserve further research.
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Affiliation(s)
- Ridho Rahmadi
- Department of Informatics, Universitas Islam Indonesia, Sleman, Indonesia
- Institute for Computing and Information Sciences, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Perry Groot
- Institute for Computing and Information Sciences, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Marieke HC van Rijn
- Department of Nephrology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Jan AJG van den Brand
- Department of Nephrology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marianne Heins
- Netherlands Institute for Health Services Research, Utrecht, The Netherlands
| | - Hans Knoop
- Department of Medical Psychology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Tom Heskes
- Institute for Computing and Information Sciences, Radboud University Nijmegen, Nijmegen, The Netherlands
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16
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van der Schaaf ME, Roelofs K, de Lange FP, Geurts DEM, van der Meer JWM, Knoop H, Toni I. Fatigue Is Associated With Altered Monitoring and Preparation of Physical Effort in Patients With Chronic Fatigue Syndrome. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2018; 3:392-404. [PMID: 29628071 DOI: 10.1016/j.bpsc.2018.01.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 01/09/2018] [Accepted: 01/09/2018] [Indexed: 01/03/2023]
Abstract
BACKGROUND Chronic fatigue syndrome (CFS) is characterized by disabling fatigue, which is suggested to be maintained by dysfunctional beliefs. Fatigue and its maintenance are recently conceptualized as arising from abnormally precise expectations about bodily inputs and from beliefs of diminished control over bodily states, respectively. This study used functional neuroimaging to identify the neural correlates of fatigue and its maintenance by beliefs during a physical effort task. METHODS We isolated behavioral adjustments and cerebral activity during feedback processing and motor preparation, in the context of a task in which patients with CFS (n = 85) and healthy control subjects (n = 29) produced 30%, 50%, and 70% of their right-hand maximal voluntary contraction, and received directional feedback on performance (e.g., too little force). RESULTS Patients with CSF showed an effort-dependent behavioral bias toward less effort investment in response to directional feedback for the highest effort level as compared with healthy control subjects. This bias was associated with reduced feedback-related activity in the dorsolateral prefrontal cortex. These effects were proportional to state-related fatigue and prior beliefs about CFS patients' ability to perform the task. Patients with CFS also showed higher activity in the supplementary motor area, proportional to their state-related fatigue, and reduced connectivity between the supplementary motor area and sensorimotor cortex during motor preparation as compared with control subjects. CONCLUSIONS These findings link fatigue symptoms to alterations in behavioral choices on effort investment, prefrontal functioning, and supplementary motor area connectivity, with the dorsolateral prefrontal cortex being associated with prior beliefs about physical abilities.
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Affiliation(s)
- Marieke E van der Schaaf
- Donders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, the Netherlands.
| | - Karin Roelofs
- Donders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, the Netherlands
| | - Floris P de Lange
- Donders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, the Netherlands
| | - Dirk E M Geurts
- Department of Psychiatry, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Jos W M van der Meer
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Hans Knoop
- Department of Medical Psychology and Expert Center for Chronic Fatigue, Academic Medical Centre, University of Amsterdam, Amsterdam, the Netherlands
| | - Ivan Toni
- Donders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, the Netherlands
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17
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Reigada LC, Moore MT, Martin CF, Kappelman MD. Psychometric Evaluation of the IBD-Specific Anxiety Scale: A Novel Measure of Disease-Related Anxiety for Adolescents With IBD. J Pediatr Psychol 2017; 43:413-422. [DOI: 10.1093/jpepsy/jsx121] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 09/05/2017] [Indexed: 12/24/2022] Open
Affiliation(s)
- Laura C Reigada
- Department of Psychology, City University of New York at Brooklyn College
| | | | - Christopher F Martin
- Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill
| | - Michael D Kappelman
- Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill
- Division of Pediatric Gastroenterology, University of North Carolina at Chapel Hill
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18
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Poort H, Peters M, Bleijenberg G, Gielissen MFM, Goedendorp MM, Jacobsen P, Verhagen S, Knoop H. Psychosocial interventions for fatigue during cancer treatment with palliative intent. Cochrane Database Syst Rev 2017; 7:CD012030. [PMID: 28708236 PMCID: PMC6408929 DOI: 10.1002/14651858.cd012030.pub2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND Fatigue is a prevalent and burdensome symptom for patients with incurable cancer receiving cancer treatment with palliative intent and is associated with reduced quality of life. Psychosocial interventions seem promising for management of fatigue among cancer patients. OBJECTIVES To assess the effects of psychosocial interventions for fatigue in adult patients with incurable cancer receiving cancer treatment with palliative intent. SEARCH METHODS We searched the following databases: CENTRAL, MEDLINE, Embase, CINAHL, PsycINFO, and seven clinical trial registries; we also searched the reference lists of articles. The date of our most recent search was 29 November 2016. SELECTION CRITERIA We included randomised controlled trials that compared psychosocial interventions in adults aged 18 years or over undergoing cancer treatment with palliative intent for incurable cancer versus usual care or other controls. Psychosocial interventions were defined as various kinds of interventions provided to influence or change cognitions, emotions, behaviours, social interactions, or a combination of these. Psychosocial interventions of interest to this review had to involve at least two interactions between the patient and the care provider in which the care provider gave the patient personal feedback concerning changes sought by these interventions. We included trials that reported fatigue as an outcome of interest. DATA COLLECTION AND ANALYSIS We used standard methodological procedures expected by Cochrane. Two review authors independently considered trials for inclusion in the review, assessed risk of bias, and extracted data, including information on adverse events. We assessed the quality of evidence using GRADE (Grading of Recommendations Assessment, Development, and Evaluation) and created a 'Summary of findings' table. MAIN RESULTS We identified 14 studies (16 reports) that met inclusion criteria for this review and involved 3077 randomised participants in total. Most of these studies included a mixed sample of participants; we obtained data for the subset of interest for this review (diagnosis of incurable cancer and receiving cancer treatment) from the study investigators of 12 studies, for which we included 535 participants in the subset meta-analysis for fatigue post intervention. Researchers investigated a broad range of psychosocial interventions with different intervention aims and durations. We identified sources of potential bias, including lack of description of methods of blinding and allocation concealment and inclusion of small study populations.Findings from our meta-analysis do not support the effectiveness of psychosocial interventions for reducing fatigue post intervention (standardised mean difference (SMD) -0.25, 95% confidence interval (CI) -0.50 to 0.00; not significant; 535 participants, 12 studies; very low-quality evidence). First follow-up findings on fatigue suggested benefit for participants assigned to the psychosocial intervention compared with control (SMD -0.66, 95% CI -1.00 to -0.32; 147 participants, four studies; very low-quality evidence), which was not sustained at second follow-up (SMD -0.41, 95% CI -1.12 to 0.30; not significant; very low-quality evidence).Results for our secondary outcomes revealed very low-quality evidence for the efficacy of psychosocial interventions in improving physical functioning post intervention (SMD 0.32, 95% CI 0.01 to 0.63; 307 participants, seven studies). These findings were not sustained at first follow-up (SMD 0.37, 95% CI -0.20 to 0.94; not significant; 122 participants, two studies; very low-quality evidence). Findings do not support the effectiveness of psychosocial interventions for improving social functioning (mean difference (MD) 4.16, 95% CI -11.20 to 19.53; not significant; 141 participants, four studies), role functioning (MD 3.49, 95% CI -12.78 to 19.76; not significant; 143 participants, four studies), emotional functioning (SMD -0.11, 95% CI -0.56 to 0.35; not significant; 115 participants, three studies), or cognitive functioning (MD -2.23, 95% CI -12.52 to 8.06; not significant; 86 participants, two studies) post intervention. Only three studies evaluated adverse events. These studies found no difference between the number of adverse events among participants in the intervention versus control group.Using GRADE, we considered the overall quality of evidence for our primary and secondary outcomes to be very low. Therefore, we have very little confidence in the effect estimate, and the true effect is likely to be substantially different from the estimate of effect. Limitations in study quality and imprecision due to sparse data resulted in downgrading of the quality of data. Additionally, most studies were at high risk of bias owing to their small sample size for the subset of patients with incurable cancer (fewer than 50 participants per arm), leading to uncertainty about effect estimates. AUTHORS' CONCLUSIONS We found little evidence around the benefits of psychosocial interventions provided to reduce fatigue in adult patients with incurable cancer receiving cancer treatment with palliative intent. Additional studies with larger samples are required to assess whether psychosocial interventions are beneficial for addressing fatigue in patients with incurable cancer.
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Affiliation(s)
- Hanneke Poort
- Dana‐Farber Cancer InstituteDepartment of Psychosocial Oncology and Palliative Care450 Brookline AveBostonMAUSA02215
| | - Marlies Peters
- Radboud University Medical CenterMedical OncologyNijmegenNetherlands
| | - Gijs Bleijenberg
- Radboud University Medical CenterExpert Center for Chronic FatiguePO Box 9101NijmegenNetherlands6500 HB
| | - Marieke FM Gielissen
- Academic Medical Center, University of AmsterdamDepartment of Medical PsychologyAmsterdamNetherlands
| | | | - Paul Jacobsen
- H. Lee Moffitt Cancer Center and Research Institute, Inc.Division of Population ScienceTampaFloridaUSA
| | - Stans Verhagen
- Radboud University Medical CenterMedical OncologyNijmegenNetherlands
| | - Hans Knoop
- Amsterdam UMC, University of AmsterdamDepartment of Medical PsychologyMeibergdreef 9AmsterdamNetherlands1105 AZ
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Jacobsen HB, Kallestad H, Landrø NI, Borchgrevink PC, Stiles TC. Processes in acceptance and commitment therapy and the rehabilitation of chronic fatigue. Scand J Psychol 2017; 58:211-220. [DOI: 10.1111/sjop.12363] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Accepted: 03/03/2017] [Indexed: 01/25/2023]
Affiliation(s)
- Henrik Børsting Jacobsen
- Hysnes Rehabilitation Center; St. Olav's University Hospital; Trondheim Norway
- National Competence Center for Complex Symptom Disorders; St. Olav's University Hospital; Trondheim Norway
- Department of Circulation and Medical Imaging; Norwegian University of Science and Technology; Trondheim Norway
| | - Håvard Kallestad
- Norwegian University of Science and Technology; Department of Neuroscience; Trondheim Norway
- Department of Psychiatry; St. Olav's University Hospital; Trondheim Norway
| | - Nils Inge Landrø
- National Competence Center for Complex Symptom Disorders; St. Olav's University Hospital; Trondheim Norway
- Clinical Neuroscience Research Group; Department of Psychology; University of Oslo; Oslo Norway
| | - Petter C. Borchgrevink
- Hysnes Rehabilitation Center; St. Olav's University Hospital; Trondheim Norway
- National Competence Center for Complex Symptom Disorders; St. Olav's University Hospital; Trondheim Norway
- Department of Circulation and Medical Imaging; Norwegian University of Science and Technology; Trondheim Norway
| | - Tore C. Stiles
- National Competence Center for Complex Symptom Disorders; St. Olav's University Hospital; Trondheim Norway
- Department of Psychology; Norwegian University of Science and Technology; Trondheim Norway
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20
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De Gucht V, Garcia FK, den Engelsman M, Maes S. Do changes in illness perceptions, physical activity, and behavioural regulation influence fatigue severity and health-related outcomes in CFS patients? J Psychosom Res 2017; 95:55-61. [PMID: 28314549 DOI: 10.1016/j.jpsychores.2017.02.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Revised: 02/15/2017] [Accepted: 02/16/2017] [Indexed: 01/23/2023]
Abstract
OBJECTIVE Examine to what extent changes in cognitions and changes in physical activity and behavioural regulation patterns influence fatigue severity, physical symptoms, and physical and psychological functioning of patients suffering from Chronic Fatigue Syndrome (CFS) at follow-up. METHODS The present study is an observational longitudinal study with a 12-month follow-up. A total of 144 CFS patients participated both at baseline and at follow-up. Four separate hierarchical regression analyses were conducted with fatigue, physical symptoms, physical functioning and psychological functioning at follow-up as the dependent variables, and (changes in) illness perceptions and behavioural regulation patterns (all-or-nothing and limiting behaviour) as the independent variables. Data were collected making use of self-report questionnaires. RESULTS Increased Consequence and Identity beliefs over time, as well as increases in all-or-nothing behaviour predicted higher fatigue severity at follow-up. Both number and severity of physical symptoms and psychological functioning at follow-up were only determined by changes in illness perceptions, with increased Consequence beliefs influencing both outcomes, and increased Timeline beliefs only determining physical symptoms. Physical functioning at follow-up was predicted by changes in illness perceptions as well as increased levels of both all-or-nothing and limiting behaviour. CONCLUSION The findings point at a differential pattern of associations between changes in illness perceptions and behaviour regulation patterns on the one hand, and patient outcomes on the other hand. Whereas illness perceptions significantly contribute to each of the outcomes, behaviour regulation patterns contribute only to fatigue severity and physical functioning.
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Affiliation(s)
- V De Gucht
- Leiden University, Institute of Psychology, Health, Medical and Neuropsychology Unit, The Netherlands.
| | - F K Garcia
- Leiden University, Institute of Psychology, Health, Medical and Neuropsychology Unit, The Netherlands
| | - M den Engelsman
- Leiden University, Institute of Psychology, Health, Medical and Neuropsychology Unit, The Netherlands
| | - S Maes
- Leiden University, Institute of Psychology, Health, Medical and Neuropsychology Unit, The Netherlands
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21
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Rahmadi R, Groot P, Heins M, Knoop H, Heskes T. Causality on cross-sectional data: Stable specification search in constrained structural equation modeling. Appl Soft Comput 2017. [DOI: 10.1016/j.asoc.2016.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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22
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Willems RA, Lechner L, Verboon P, Mesters I, Kanera IM, Bolman CAW. Working mechanisms of a web-based self-management intervention for cancer survivors: a randomised controlled trial. Psychol Health 2017; 32:605-625. [DOI: 10.1080/08870446.2017.1293054] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Roy A. Willems
- Faculty of Psychology and Educational Sciences, Open University of the Netherlands, Heerlen, The Netherlands
| | - Lilian Lechner
- Faculty of Psychology and Educational Sciences, Open University of the Netherlands, Heerlen, The Netherlands
| | - Peter Verboon
- Faculty of Psychology and Educational Sciences, Open University of the Netherlands, Heerlen, The Netherlands
| | - Ilse Mesters
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Iris M. Kanera
- Faculty of Psychology and Educational Sciences, Open University of the Netherlands, Heerlen, The Netherlands
| | - Catherine A. W. Bolman
- Faculty of Psychology and Educational Sciences, Open University of the Netherlands, Heerlen, The Netherlands
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23
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Windthorst P, Mazurak N, Kuske M, Hipp A, Giel KE, Enck P, Nieß A, Zipfel S, Teufel M. Heart rate variability biofeedback therapy and graded exercise training in management of chronic fatigue syndrome: An exploratory pilot study. J Psychosom Res 2017; 93:6-13. [PMID: 28107894 DOI: 10.1016/j.jpsychores.2016.11.014] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 11/27/2016] [Accepted: 11/29/2016] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Chronic fatigue syndrome (CFS) is characterised by persistent fatigue, exhaustion, and several physical complaints. Research has shown cognitive behavioural therapy (CBT) and graded exercise training (GET) to be the most effective treatments. In a first step we aimed to assess the efficacy of heart rate variability biofeedback therapy (HRV-BF) as a treatment method comprising cognitive and behavioural strategies and GET in the pilot trial. In a second step we aimed to compare both interventions with regard to specific parameters. METHODS The study was conducted in an outpatient treatment setting. A total of 28 women with CFS (50.3±9.3years) were randomly assigned to receive either eight sessions of HRV-BF or GET. The primary outcome was fatigue severity. Secondary outcomes were mental and physical quality of life and depression. Data were collected before and after the intervention as well as at a 5-month follow-up. RESULTS General fatigue improved significantly after both HRV-BF and GET. Specific cognitive components of fatigue, mental quality of life, and depression improved significantly after HRV-BF only. Physical quality of life improved significantly after GET. There were significant differences between groups regarding mental quality of life and depression favouring HRV-BF. CONCLUSION Both interventions reduce fatigue. HRV-BF seems to have additional effects on components of mental health, including depression, whereas GET seems to emphasise components of physical health. These data offer implications for further research on combining HRV-BF and GET in patients with CFS. TRIAL REGISTRATION The described trial has been registered at the International Clinical Trials Registry Platform following the number DRKS00005445.
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Affiliation(s)
- Petra Windthorst
- Department of Psychosomatic Medicine and Psychotherapy, University Hospital, University of Tuebingen, Germany.
| | - Nazar Mazurak
- Department of Psychosomatic Medicine and Psychotherapy, University Hospital, University of Tuebingen, Germany.
| | - Marvin Kuske
- Department of Psychosomatic Medicine and Psychotherapy, University Hospital, University of Tuebingen, Germany.
| | - Arno Hipp
- Department of Sports Medicine, University Hospital, University of Tuebingen, Germany.
| | - Katrin E Giel
- Department of Psychosomatic Medicine and Psychotherapy, University Hospital, University of Tuebingen, Germany.
| | - Paul Enck
- Department of Psychosomatic Medicine and Psychotherapy, University Hospital, University of Tuebingen, Germany.
| | - Andreas Nieß
- Department of Sports Medicine, University Hospital, University of Tuebingen, Germany.
| | - Stephan Zipfel
- Department of Psychosomatic Medicine and Psychotherapy, University Hospital, University of Tuebingen, Germany.
| | - Martin Teufel
- Department of Psychosomatic Medicine and Psychotherapy, University Hospital, University of Tuebingen, Germany.
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Cognitive behaviour therapy for chronic fatigue syndrome: Differences in treatment outcome between a tertiary treatment centre in the United Kingdom and the Netherlands. J Psychosom Res 2016; 87:43-9. [PMID: 27411751 DOI: 10.1016/j.jpsychores.2016.06.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 06/08/2016] [Accepted: 06/09/2016] [Indexed: 11/23/2022]
Abstract
OBJECTIVE Cognitive behaviour therapy (CBT) reduces fatigue and disability in chronic fatigue syndrome (CFS). However, outcomes vary between studies, possibly because of differences in patient characteristics, treatment protocols, diagnostic criteria and outcome measures. The objective was to compare outcomes after CBT in tertiary treatment centres in the Netherlands (NL) and the United Kingdom (UK), using different treatment protocols but identical outcome measures, while controlling for differences in patient characteristics and diagnostic criteria. METHODS Consecutively referred CFS patients who received CBT were included (NL: n=293, UK: n=163). Uncontrolled effect sizes for improvement in fatigue (Chalder Fatigue Questionnaire), physical functioning (SF-36 physical functioning subscale) and social functioning (Work and Social Adjustment Scale) were compared. Multiple regression analysis was used to examine whether patient differences explained outcome differences between centres. RESULTS Effect sizes differed between centres for fatigue (Cohen's D NL=1.74, 95% CI=1.52-1.95; UK=0.99, CI=0.73-1.25), physical functioning (NL=0.99, CI=0.81-1.18; UK=0.33, CI=0.08-0.58) and social functioning (NL=1.47, CI=1.26-1.69; UK=0.61, CI=0.35-0.86). Patients in the UK had worse physical functioning at baseline and there were minor demographic differences. These could not explain differences in centre outcome. CONCLUSION Effectiveness of CBT differed between treatment centres. Differences in treatment protocols may explain this and should be investigated to help further improve outcomes.
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The Process of Change in Pain During Cognitive-Behavior Therapy for Chronic Fatigue Syndrome. Clin J Pain 2016; 31:914-21. [PMID: 25503595 DOI: 10.1097/ajp.0000000000000191] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Cognitive-behavior therapy (CBT) leads to a reduction of fatigue and pain in chronic fatigue syndrome. The processes underlying the reduction in pain have not been investigated. Recently, it was shown that increased self-efficacy, decreased focusing on symptoms, increased physical functioning, and a change in beliefs about activity contribute to the decrease in fatigue. OBJECTIVES The present study has 2 objectives: (1) to determine the relationship between the reduction of fatigue and pain during CBT; (2) test to what extent the model for change in fatigue is applicable to the reduction in pain. MATERIALS AND METHODS One hundred forty-two patients meeting United States centers for Disease Control and Prevention criteria for chronic fatigue syndrome, currently reporting pain, and starting CBT were included. A cross-lagged analysis was performed to study the causal direction of change between pain and fatigue. Pain and process variables were assessed before therapy, 3 times during CBT, and after therapy. Actual physical activity was also assessed. The model was tested with multiple regression analyses. RESULTS The direction of change between pain and fatigue could not be determined. An increase in physical functioning and decrease in focusing on symptoms explained 4% to 14% of the change in pain. CONCLUSIONS Pain and fatigue most probably decrease simultaneously during CBT. Pain reduction can partly be explained by a reduction of symptom focusing and increased physical functioning. Additional, yet unknown cognitive-behavioral factors also play a role in the reduction of pain.
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Poort H, Goedendorp MM, Peters M, Bleijenberg G, Gielissen MFM, Jacobsen P, Verhagen S, Knoop H. Psychosocial interventions for fatigue during cancer treatment with palliative intent. THE COCHRANE DATABASE OF SYSTEMATIC REVIEWS 2016. [DOI: 10.1002/14651858.cd012030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Janse A, Worm-Smeitink M, Bussel-Lagarde J, Bleijenberg G, Nikolaus S, Knoop H. Testing the efficacy of web-based cognitive behavioural therapy for adult patients with chronic fatigue syndrome (CBIT): study protocol for a randomized controlled trial. BMC Neurol 2015; 15:137. [PMID: 26264735 PMCID: PMC4533791 DOI: 10.1186/s12883-015-0392-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 07/27/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Cognitive behavioural therapy (CBT) is an effective treatment for fatigue and disabilities in patients with chronic fatigue syndrome (CFS). However, treatment capacity is limited. Providing web-based CBT and tailoring the amount of contact with the therapist to the individual needs of the patient may increase the efficiency of the intervention. Web-based CBT for adolescents with CFS has proven to be effective in reducing fatigue and increasing school attendance. In the proposed study the efficacy of a web-based CBT intervention for adult patients with CFS will be explored. Two different formats of web-based CBT will be tested. In the first format named protocol driven feedback, patients report on their progress and receive feedback from a therapist according to a preset schedule. In the second format named support on demand, feedback and support of the therapist is only given when patients ask for it. The primary objective of the study is to determine the efficacy of a web-based CBT intervention on fatigue severity. METHOD/DESIGN A randomized clinical trial will be conducted. Two-hundred-forty adults who have been diagnosed with CFS according to the US Centers for Disease Control and Prevention (CDC) consensus criteria will be recruited and randomized to one of three conditions: web-based CBT with protocol driven feedback, web-based CBT with support on demand, or wait list. Feedback will be delivered by therapists specialized in CBT for CFS. Each of the web-based CBT interventions will be compared to a wait list condition with respect to its effect on the primary outcome measure; fatigue severity. Secondary outcome measures are level of disability, physical functioning, psychological distress, and the proportion of patients with clinical significant improvement in fatigue severity. Outcomes will be assessed at baseline and six months post randomization. The web-based CBT formats will be compared with respect to the time therapists need to deliver the intervention. DISCUSSION As far as we know this is the first randomized controlled trial (RCT) that evaluates the efficacy of a web-based CBT intervention for adult patients with CFS. TRIAL REGISTRATION NTR4013.
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Affiliation(s)
- Anthonie Janse
- Expert Centre for Chronic Fatigue, Radboud university medical center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Margreet Worm-Smeitink
- Expert Centre for Chronic Fatigue, Radboud university medical center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - José Bussel-Lagarde
- Expert Centre for Chronic Fatigue, Radboud university medical center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Gijs Bleijenberg
- Expert Centre for Chronic Fatigue, Radboud university medical center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Stephanie Nikolaus
- Expert Centre for Chronic Fatigue, Radboud university medical center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Hans Knoop
- Expert Centre for Chronic Fatigue, Radboud university medical center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
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Marques M, De Gucht V, Gouveia M, Leal I, Maes S. Differential effects of behavioral interventions with a graded physical activity component in patients suffering from Chronic Fatigue (Syndrome): An updated systematic review and meta-analysis. Clin Psychol Rev 2015; 40:123-37. [DOI: 10.1016/j.cpr.2015.05.009] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 01/21/2015] [Accepted: 05/13/2015] [Indexed: 01/17/2023]
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van Der Schaaf ME, Schmits IC, Roerink M, Geurts DEM, Toni I, Roelofs K, De Lange FP, Nater UM, van der Meer JWM, Knoop H. Investigating neural mechanisms of change of cognitive behavioural therapy for chronic fatigue syndrome: a randomized controlled trial. BMC Psychiatry 2015; 15:144. [PMID: 26138726 PMCID: PMC4489043 DOI: 10.1186/s12888-015-0515-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Accepted: 06/02/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Chronic fatigue syndrome (CFS) is characterized by profound and disabling fatigue with no known somatic explanation. Cognitive behavioral therapy (CBT) has proven to be a successful intervention leading to a reduction in fatigue and disability. Based on previous neuroimaging findings, it has been suggested that central neural mechanisms may underlie CFS symptoms and play a role in the change brought on by CBT. In this randomized controlled trial we aim to further investigate the neural mechanisms that underlie fatigue in CFS and their change by CBT. METHODS/DESIGN We will conduct a randomized controlled trial in which we collect anatomical and functional magnetic resonance imaging (MRI) measures from female CFS patients before and after CBT (N = 60) or waiting list (N = 30) and compare these with measures from age and education matched healthy controls (N = 30). By including a large treatment group we will also be able to compare patients that benefit from CBT with those that do not. In addition, to further investigate the role of endocrine and immune biomarkers in CFS, we will determine cortisol and cytokine concentrations in blood, hair and/or saliva. DISCUSSION This project creates an unique opportunity to enhance our understanding of CFS symptoms and its change by CBT in terms of neuroanatomical, neurofunctional, endocrinological and immunological mechanisms and can help to further improve future treatments strategies. TRIAL REGISTRATION Dutch Trial Register #15852. Registered 9 December 2013 ( http://www.trialregister.nl/trialreg/admin/rctview.asp?TC=4311 ).
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Affiliation(s)
- Marieke E van Der Schaaf
- Radboud University Medical Center, Expert Centre for Chronic Fatigue, Nijmegen, The Netherlands. .,Donders Institute for Brain, Cognition, and Behaviour, Centre for Neuroimaging, Radboud University Nijmegen, Nijmegen, The Netherlands. .,Donders Institute, Centre for neuroimaging, Kapittelweg 29, P.O. Box 9101, NL-6500 HB, Nijmegen, The Netherlands.
| | - Iris C Schmits
- Radboud University Medical Center, Expert Centre for Chronic Fatigue, Nijmegen, The Netherlands.
| | - Megan Roerink
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Dirk EM Geurts
- Department of Psychiatry, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Ivan Toni
- Donders Institute for Brain, Cognition, and Behaviour, Centre for Neuroimaging, Radboud University Nijmegen, Nijmegen, The Netherlands.
| | - Karin Roelofs
- Behavioral Science Institute (BSI), Radboud University Nijmegen, Nijmegen, The Netherlands.
| | - Floris P De Lange
- Donders Institute for Brain, Cognition, and Behaviour, Centre for Neuroimaging, Radboud University Nijmegen, Nijmegen, The Netherlands.
| | - Urs M Nater
- Department of Psychology, University of Marburg, Marburg, Germany.
| | - Jos WM van der Meer
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Hans Knoop
- Radboud University Medical Center, Expert Centre for Chronic Fatigue, Nijmegen, The Netherlands.
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Christensen SS, Frostholm L, Ørnbøl E, Schröder A. Changes in illness perceptions mediated the effect of cognitive behavioural therapy in severe functional somatic syndromes. J Psychosom Res 2015; 78:363-70. [PMID: 25541119 DOI: 10.1016/j.jpsychores.2014.12.005] [Citation(s) in RCA: 89] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Revised: 11/18/2014] [Accepted: 12/07/2014] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Although there is substantial evidence that cognitive behavioural therapy alleviates symptoms in functional somatic syndromes, the mechanisms of change are less investigated. This study examined whether changes in illness perceptions mediated the effect of cognitive behavioural therapy. METHODS We analysed additional data from a randomised controlled trial comparing completers of cognitive behavioural group therapy (46 patients) to an enhanced usual care group (66 patients). Proposed mediators (illness perceptions) and primary (physical health) and secondary (somatic symptoms and illness worry) outcomes were assessed by means of questionnaires at referral, baseline, end of treatment, and 10 and 16 months after randomisation. Multiple mediation analysis determined whether (1) changes in specific illness perceptions during treatment mediated the effect of cognitive behavioural therapy (primary analysis), and (2) whether changes in illness perceptions during the whole trial period were associated with improved outcome (secondary analysis). RESULTS Improvements in illness perceptions during treatment partially mediated the effect of cognitive behavioural therapy on physical health one year after treatment (sum of indirect effects 1.556, BCa 95% CI (0.006; 3.620)). Improving perceived control was particularly important. Changes in illness perceptions from baseline to 16 months after randomisation were associated with clinically meaningful improvements in physical health, somatic symptoms and illness worry during the same period. CONCLUSION Our results suggest that changing patients' illness perceptions is an important process in cognitive behavioural therapy for functional somatic syndromes. Challenging patients' own understanding of their illness may hence be a key element of successful treatment.
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Affiliation(s)
- Sara Sletten Christensen
- The Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Nørrebrogade 44, Aarhus C, Denmark
| | - Lisbeth Frostholm
- The Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Nørrebrogade 44, Aarhus C, Denmark
| | - Eva Ørnbøl
- The Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Nørrebrogade 44, Aarhus C, Denmark
| | - Andreas Schröder
- The Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Nørrebrogade 44, Aarhus C, Denmark.
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Knoop H, Wiborg J. What makes a difference in chronic fatigue syndrome? Lancet Psychiatry 2015; 2:113-4. [PMID: 26359736 DOI: 10.1016/s2215-0366(14)00145-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Accepted: 12/17/2014] [Indexed: 11/29/2022]
Affiliation(s)
- Hans Knoop
- Expert Centre for Chronic Fatigue, Radboud University Medical Center, 6500 HB Nijmegen, Netherlands.
| | - Jan Wiborg
- Expert Centre for Chronic Fatigue, Radboud University Medical Center, 6500 HB Nijmegen, Netherlands
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Chalder T, Goldsmith KA, White PD, Sharpe M, Pickles AR. Rehabilitative therapies for chronic fatigue syndrome: a secondary mediation analysis of the PACE trial. Lancet Psychiatry 2015; 2:141-52. [PMID: 26359750 DOI: 10.1016/s2215-0366(14)00069-8] [Citation(s) in RCA: 92] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2014] [Accepted: 11/13/2014] [Indexed: 11/30/2022]
Abstract
BACKGROUND Cognitive behaviour therapy (CBT) added to specialist medical care (SMC), or graded exercise therapy (GET) added to SMC, are more effective in reducing fatigue and improving physical function than both adaptive pacing therapy (APT) plus SMC and SMC alone for chronic fatigue syndrome. We investigate putative treatment mechanisms. METHODS We did a planned secondary mediation analysis of the PACE trial comparing SMC alone or SMC plus APT with SMC plus CBT and SMC plus GET for patients with chronic fatigue syndrome. 641 participants were recruited from six specialist chronic fatigue syndrome clinics in the UK National Health Service between March 18, 2005, and Nov 28, 2008. We assessed mediation using the product of coefficients method with the 12 week measure of the mediators and the 52 week measure of the outcomes. The primary outcomes were fatigue measured by the Chalder fatigue scale and physical function measured by the physical function subscale of the SF-36. We included confounder covariates and used treatment by mediator interaction terms to examine differences in mediator-outcome relations by treatment group. FINDINGS The largest mediated effect for both CBT and GET and both primary outcomes was through fear avoidance beliefs with an effect of larger magnitude for GET (standardised effects ×10, CBT vs APT, fatigue -1.22, 95% CI -0.52 to -1.97, physical function 1.54, 0.86 to 2.31; GET vs APT, fatigue -1.86, -0.80 to -2.89, physical function 2.35, 1.35 to 3.39). Increase in exercise tolerance (6 min walk distance) was a potent mediator of the effect of GET (vs APT, fatigue -1.37, 95% CI -0.76 to -2.21, physical function 1.90, 1.10 to 2.91), but not CBT. INTERPRETATION Our main finding was that fear avoidance beliefs were the strongest mediator for both CBT and GET. Changes in both beliefs and behaviour mediated the effects of both CBT and GET, but more so for GET. The results support a treatment model in which both beliefs and behaviour play a part in perpetuating fatigue and disability in chronic fatigue syndrome. FUNDING UK Medical Research Council, Department of Health for England, Scottish Chief Scientist Office, Department for Work and Pensions, National Institute for Health Research (NIHR), NIHR Biomedical Research Centre for Mental Health at South London and Maudsley NHS Foundation Trust, and Institute of Psychiatry, Psychology, and Neuroscience, King's College London.
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Affiliation(s)
- Trudie Chalder
- Academic Department of Psychological Medicine, King's College London, Weston Education Centre, London, UK.
| | | | - Peter D White
- Centre for Psychiatry, Wolfson Institute of Preventive Medicine, Barts and the London School of Medicine, Queen Mary University, London, UK
| | - Michael Sharpe
- Psychological Medicine Research, Department of Psychiatry, University of Oxford, Oxford, UK
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Wiborg JF, Löwe B. Illness perceptions in patients with somatoform disorders: Examining the role of comorbidity. J Health Psychol 2013; 20:1166-74. [DOI: 10.1177/1359105313509843] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
We examined the role of comorbidity in models that use the illness perceptions of patients with somatoform disorders to explain their outcomes. A total of 138 primary care patients with somatoform disorders completed the Patient Health Questionnaire and Brief Illness Perception Questionnaire and rated their general health status. Medical comorbidity was rated by the general practitioner. Patients’ illness perceptions were consistently related to their outcomes independent of medical and psychological comorbidity in our models. At the same time, inclusion of comorbidity enhanced our models, revealing differences in the relevance of the specific comorbidity depending on the outcome measure.
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Affiliation(s)
- Jan F Wiborg
- University Medical Centre Hamburg-Eppendorf and Schön Klinik Hamburg-Eilbek, Germany
| | - Bernd Löwe
- University Medical Centre Hamburg-Eppendorf and Schön Klinik Hamburg-Eilbek, Germany
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Heins MJ, Knoop H, Burk WJ, Bleijenberg G. The process of cognitive behaviour therapy for chronic fatigue syndrome: which changes in perpetuating cognitions and behaviour are related to a reduction in fatigue? J Psychosom Res 2013; 75:235-41. [PMID: 23972412 DOI: 10.1016/j.jpsychores.2013.06.034] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2012] [Revised: 06/29/2013] [Accepted: 06/29/2013] [Indexed: 10/26/2022]
Abstract
OBJECTIVE Cognitive behaviour therapy (CBT) can significantly reduce fatigue in chronic fatigue syndrome (CFS), but little is known about the process of change taking place during CBT. Based on a recent treatment model (Wiborg et al. J Psych Res 2012), we examined how (changes in) cognitions and behaviour are related to the decrease in fatigue. METHODS We included 183 patients meeting the US Centers for Disease Control criteria for CFS, aged 18 to 65 years, starting CBT. We measured fatigue and possible process variables before treatment; after 6, 12 and 18 weeks; and after treatment. Possible process variables were sense of control over fatigue, focusing on symptoms, self-reported physical functioning, perceived physical activity and objective (actigraphic) physical activity. We built multiple regression models, explaining levels of fatigue during therapy by (changes in) proposed process variables. RESULTS We observed large individual variation in the patterns of change in fatigue and process variables during CBT for CFS. Increases in the sense of control over fatigue, perceived activity and self-reported physical functioning, and decreases in focusing on symptoms explained 20 to 46% of the variance in fatigue. An increase in objective activity was not a process variable. CONCLUSION A change in cognitive factors seems to be related to the decrease in fatigue during CBT for CFS. The pattern of change varies considerably between patients, but changes in process variables and fatigue occur mostly in the same period.
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Affiliation(s)
- Marianne J Heins
- Expert Centre for Chronic Fatigue, Radboud University Nijmegen Medical Centre, The Netherlands.
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Van Houdenhove B, Luyten P, Kempke S. Chronic fatigue syndrome/fibromyalgia: a “stress-adaptation” model. FATIGUE-BIOMEDICINE HEALTH AND BEHAVIOR 2013. [DOI: 10.1080/21641846.2013.795085] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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The role of the therapeutic relationship in cognitive behaviour therapy for chronic fatigue syndrome. Behav Res Ther 2013; 51:368-76. [PMID: 23639303 DOI: 10.1016/j.brat.2013.02.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2012] [Revised: 12/15/2012] [Accepted: 02/06/2013] [Indexed: 11/24/2022]
Abstract
Cognitive behaviour therapy (CBT) for chronic fatigue syndrome (CFS) can reduce fatigue and impairment. Recently, it was found that changes in fatigue-perpetuating factors, i.e. focusing on symptoms, control over fatigue, perceived activity and physical functioning, are associated with and explain up to half of the variance in fatigue during CBT for CFS. The therapy relationship, e.g. outcome expectations and working alliance, may also contribute to treatment outcome. We aimed to examine the role of the therapy relationship in CBT and determine whether it exerts its effect independently of changes in fatigue-perpetuating factors. We used a cohort of 217 CFS patients in which the pattern of change in fatigue-perpetuating factors was examined previously. Fatigue, therapy relationship and fatigue-perpetuating factors were measured at the start of therapy, three times during CBT and at the end of therapy. Baseline outcome expectations and agreement about the content of therapy predicted post therapy fatigue. A large part of the variance in post-treatment fatigue (25%) was jointly explained by outcome expectations, working alliance and changes in fatigue-perpetuating factors. From this, we conclude that positive outcome expectations and task agreement seem to facilitate changes in fatigue-perpetuating factors during CBT for CFS. It is therefore important to establish a positive therapy relationship early in therapy.
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Current world literature. Curr Opin Psychiatry 2012; 25:565-73. [PMID: 23037966 DOI: 10.1097/yco.0b013e328359edae] [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: 11/25/2022]
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Prinsen H, Bleijenberg G, Zwarts MJ, Hopman MTE, Heerschap A, van Laarhoven HWM. Physiological and neurophysiological determinants of postcancer fatigue: design of a randomized controlled trial. BMC Cancer 2012; 12:256. [PMID: 22708881 PMCID: PMC3418177 DOI: 10.1186/1471-2407-12-256] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2012] [Accepted: 06/18/2012] [Indexed: 01/04/2023] Open
Abstract
Background Postcancer fatigue is a frequently occurring, severe, and invalidating problem, impairing quality of life. Although it is possible to effectively treat postcancer fatigue with cognitive behaviour therapy, the nature of the underlying (neuro)physiology of postcancer fatigue remains unclear. Physiological aspects of fatigue include peripheral fatigue, originating in muscle or the neuromuscular junction; central fatigue, originating in nerves, spinal cord, and brain; and physical deconditioning, resulting from a decreased cardiopulmonary function. Studies on physiological aspects of postcancer fatigue mainly concentrate on deconditioning. Peripheral and central fatigue and brain morphology and function have been studied for patients with fatigue in the context of chronic fatigue syndrome and neuromuscular diseases and show several characteristic differences with healthy controls. Methods/design Fifty seven severely fatigued and 21 non-fatigued cancer survivors will be recruited from the Radboud University Nijmegen Medical Centre. Participants should have completed treatment of a malignant, solid tumour minimal one year earlier and should have no evidence of disease recurrence. Severely fatigued patients are randomly assigned to either the intervention condition (cognitive behaviour therapy) or the waiting list condition (start cognitive behaviour therapy after 6 months). All participants are assessed at baseline and the severely fatigued patients also after 6 months follow-up (at the end of cognitive behaviour therapy or waiting list). Primary outcome measures are fatigue severity, central and peripheral fatigue, brain morphology and function, and physical condition and activity. Discussion This study will be the first randomized controlled trial that characterizes (neuro)physiological factors of fatigue in disease-free cancer survivors and evaluates to which extent these factors can be influenced by cognitive behaviour therapy. The results of this study are not only essential for a theoretical understanding of this invalidating condition, but also for providing an objective biological marker for fatigue that could support the diagnosis and follow-up of treatment. Trial registration The study is registered at http://ClinicalTrials.gov (NCT01096641).
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Affiliation(s)
- Hetty Prinsen
- Department of Medical Oncology, Radboud University Nijmegen Medical Centre, Nijmegen, the Netherlands.
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