Skip to main content
Top
Published in: BMC Psychiatry 1/2015

Open Access 01-12-2015 | Study protocol

Investigating neural mechanisms of change of cognitive behavioural therapy for chronic fatigue syndrome: a randomized controlled trial

Authors: Marieke E van Der Schaaf, Iris C Schmits, Megan Roerink, Dirk EM Geurts, Ivan Toni, Karin Roelofs, Floris P De Lange, Urs M Nater, Jos WM van der Meer, Hans Knoop

Published in: BMC Psychiatry | Issue 1/2015

Login to get access

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

Literature
1.
go back to reference Fukuda K, Straus SE, Hickie I, Sharpe MC, Dobbins JG, Komaroff A. The chronic fatigue syndrome: a comprehensive approach to its definition and study. International chronic fatigue syndrome study group. Ann Intern Med. 1994;121(12):953–9.PubMedCrossRef Fukuda K, Straus SE, Hickie I, Sharpe MC, Dobbins JG, Komaroff A. The chronic fatigue syndrome: a comprehensive approach to its definition and study. International chronic fatigue syndrome study group. Ann Intern Med. 1994;121(12):953–9.PubMedCrossRef
2.
go back to reference Reeves WC, Lloyd A, Vernon SD. Identification of ambiguities in the 1994 chronic fatigue syndrome research case definition and recommendations for resolution. BMC Health Serv Res. 2003;3(1):25.PubMedPubMedCentralCrossRef Reeves WC, Lloyd A, Vernon SD. Identification of ambiguities in the 1994 chronic fatigue syndrome research case definition and recommendations for resolution. BMC Health Serv Res. 2003;3(1):25.PubMedPubMedCentralCrossRef
3.
4.
go back to reference Castell B, Kazantzis N, Moss-Morris R. Cognitive behavioral therapy and graded exercise for chronic fatigue syndrome: a meta-analysis. Clin Psychol Sci Pract. 2011;18:311–24.CrossRef Castell B, Kazantzis N, Moss-Morris R. Cognitive behavioral therapy and graded exercise for chronic fatigue syndrome: a meta-analysis. Clin Psychol Sci Pract. 2011;18:311–24.CrossRef
5.
go back to reference Knoop H, Bleijenberg G, Gielissen MF, van der Meer JW, White PD. Is a full recovery possible after cognitive behavioural therapy for chronic fatigue syndrome? Psychother Psychosom. 2007;76(3):171–6.PubMedCrossRef Knoop H, Bleijenberg G, Gielissen MF, van der Meer JW, White PD. Is a full recovery possible after cognitive behavioural therapy for chronic fatigue syndrome? Psychother Psychosom. 2007;76(3):171–6.PubMedCrossRef
6.
go back to reference White P, Goldsmith K, Johnson A, Chalder T, Sharpe M, Group PTM. Recovery from chronic fatigue syndrome after treatments given in the PACE trial. Psychol Med. 2013;43(10):2227–35.PubMedPubMedCentralCrossRef White P, Goldsmith K, Johnson A, Chalder T, Sharpe M, Group PTM. Recovery from chronic fatigue syndrome after treatments given in the PACE trial. Psychol Med. 2013;43(10):2227–35.PubMedPubMedCentralCrossRef
7.
go back to reference Chalder T, Goldsmith KA, White PD, Sharpe M, Pickles AR (2015). Rehabilitative therapies for chronic fatigue syndrome: a secondary mediation analysis of the PACE trial. The Lancet Psychiatry. Chalder T, Goldsmith KA, White PD, Sharpe M, Pickles AR (2015). Rehabilitative therapies for chronic fatigue syndrome: a secondary mediation analysis of the PACE trial. The Lancet Psychiatry.
8.
go back to reference Knoop H, Prins J, Moss-Morris R, Bleijenberg G. The central role of cognitive processes in the perpetuation of chronic fatigue syndrome. J Psychosom Res. 2010;68(5):489–94.PubMedCrossRef Knoop H, Prins J, Moss-Morris R, Bleijenberg G. The central role of cognitive processes in the perpetuation of chronic fatigue syndrome. J Psychosom Res. 2010;68(5):489–94.PubMedCrossRef
9.
go back to reference Wiborg J, Knoop H, Frank L, Bleijenberg G. Towards an evidence-based treatment model for cognitive behavioral interventions focusing on chronic fatigue syndrome. J Psychosom Res. 2012;72(5):399–404.PubMedCrossRef Wiborg J, Knoop H, Frank L, Bleijenberg G. Towards an evidence-based treatment model for cognitive behavioral interventions focusing on chronic fatigue syndrome. J Psychosom Res. 2012;72(5):399–404.PubMedCrossRef
10.
go back to reference Wiborg J, Knoop H, Prins J, Bleijenberg G. Does a decrease in avoidance behavior and focusing on fatigue mediate the effect of cognitive behavior therapy for chronic fatigue syndrome? J Psychosom Res. 2011;70(4):306–10.PubMedCrossRef Wiborg J, Knoop H, Prins J, Bleijenberg G. Does a decrease in avoidance behavior and focusing on fatigue mediate the effect of cognitive behavior therapy for chronic fatigue syndrome? J Psychosom Res. 2011;70(4):306–10.PubMedCrossRef
11.
go back to reference Wiborg JF, Knoop H, Stulemeijer M, Prins JB, Bleijenberg G. How does cognitive behaviour therapy reduce fatigue in patients with chronic fatigue syndrome? The role of physical activity. Psychol Med. 2010;40(8):1281–7.PubMedCrossRef Wiborg JF, Knoop H, Stulemeijer M, Prins JB, Bleijenberg G. How does cognitive behaviour therapy reduce fatigue in patients with chronic fatigue syndrome? The role of physical activity. Psychol Med. 2010;40(8):1281–7.PubMedCrossRef
12.
go back to reference Browning M, Fletcher P, Sharpe M. Can neuroimaging help us to understand and classify somatoform disorders? A systematic and critical review. Psychosom Med. 2011;73(2):173–84.PubMedPubMedCentralCrossRef Browning M, Fletcher P, Sharpe M. Can neuroimaging help us to understand and classify somatoform disorders? A systematic and critical review. Psychosom Med. 2011;73(2):173–84.PubMedPubMedCentralCrossRef
13.
go back to reference De Lange F, Kalkman J, Bleijenberg G, Hagoort P, van der Meer J, Toni I. Gray matter volume reduction in the chronic fatigue syndrome. Neuroimage. 2005;26(3):777–81.PubMedCrossRef De Lange F, Kalkman J, Bleijenberg G, Hagoort P, van der Meer J, Toni I. Gray matter volume reduction in the chronic fatigue syndrome. Neuroimage. 2005;26(3):777–81.PubMedCrossRef
14.
go back to reference De Lange F, Koers A, Kalkman J, Bleijenberg G, Hagoort P, van der Meer J, et al. Increase in prefrontal cortical volume following cognitive behavioural therapy in patients with chronic fatigue syndrome. Brain : a journal of neurology. 2008;131(Pt 8):2172–80.CrossRef De Lange F, Koers A, Kalkman J, Bleijenberg G, Hagoort P, van der Meer J, et al. Increase in prefrontal cortical volume following cognitive behavioural therapy in patients with chronic fatigue syndrome. Brain : a journal of neurology. 2008;131(Pt 8):2172–80.CrossRef
15.
go back to reference Okada T, Tanaka M, Kuratsune H, Watanabe Y, Sadato N. Mechanisms underlying fatigue: a voxel-based morphometric study of chronic fatigue syndrome. BMC Neurol. 2004;4(1):14.PubMedPubMedCentralCrossRef Okada T, Tanaka M, Kuratsune H, Watanabe Y, Sadato N. Mechanisms underlying fatigue: a voxel-based morphometric study of chronic fatigue syndrome. BMC Neurol. 2004;4(1):14.PubMedPubMedCentralCrossRef
16.
go back to reference Zeineh MM, Kang J, Atlas SW, Raman MM, Reiss AL, Norris JL, et al. Right arcuate fasciculus abnormality in chronic fatigue syndrome. Radiology. 2014;274(2):517–26. doi:10.1148/radiol.14141079. Epub 2014 Oct 29.PubMedCrossRef Zeineh MM, Kang J, Atlas SW, Raman MM, Reiss AL, Norris JL, et al. Right arcuate fasciculus abnormality in chronic fatigue syndrome. Radiology. 2014;274(2):517–26. doi:10.1148/radiol.14141079. Epub 2014 Oct 29.PubMedCrossRef
17.
go back to reference Caseras X, Mataix-Cols D, Giampietro V, Rimes K, Brammer M, Zelaya F, et al. Probing the working memory system in chronic fatigue syndrome: a functional magnetic resonance imaging study using the n-back task. Psychosom Med. 2006;68(6):947–55.PubMedCrossRef Caseras X, Mataix-Cols D, Giampietro V, Rimes K, Brammer M, Zelaya F, et al. Probing the working memory system in chronic fatigue syndrome: a functional magnetic resonance imaging study using the n-back task. Psychosom Med. 2006;68(6):947–55.PubMedCrossRef
18.
go back to reference Caseras X, Mataix-Cols D, Rimes K, Giampietro V, Brammer M, Zelaya F, et al. The neural correlates of fatigue: an exploratory imaginal fatigue provocation study in chronic fatigue syndrome. Psychol Med. 2008;38(7):941–51.PubMedCrossRef Caseras X, Mataix-Cols D, Rimes K, Giampietro V, Brammer M, Zelaya F, et al. The neural correlates of fatigue: an exploratory imaginal fatigue provocation study in chronic fatigue syndrome. Psychol Med. 2008;38(7):941–51.PubMedCrossRef
19.
go back to reference Cook D, O’Connor P, Lange G, Steffener J. Functional neuroimaging correlates of mental fatigue induced by cognition among chronic fatigue syndrome patients and controls. NeuroImage. 2007;36(1):108–22.PubMedCrossRef Cook D, O’Connor P, Lange G, Steffener J. Functional neuroimaging correlates of mental fatigue induced by cognition among chronic fatigue syndrome patients and controls. NeuroImage. 2007;36(1):108–22.PubMedCrossRef
20.
go back to reference De Lange F, Kalkman J, Bleijenberg G, Hagoort P, van der Werf S, van der Meer J, et al. Neural correlates of the chronic fatigue syndrome–an fMRI study. Brain : a journal of neurology. 2004;127(Pt 9):1948–57.CrossRef De Lange F, Kalkman J, Bleijenberg G, Hagoort P, van der Werf S, van der Meer J, et al. Neural correlates of the chronic fatigue syndrome–an fMRI study. Brain : a journal of neurology. 2004;127(Pt 9):1948–57.CrossRef
21.
go back to reference Lange G, Steffener J, Cook D, Bly B, Christodoulou C, Liu WC, et al. Objective evidence of cognitive complaints in chronic fatigue syndrome: a BOLD fMRI study of verbal working memory. NeuroImage. 2005;26(2):513–24.PubMedCrossRef Lange G, Steffener J, Cook D, Bly B, Christodoulou C, Liu WC, et al. Objective evidence of cognitive complaints in chronic fatigue syndrome: a BOLD fMRI study of verbal working memory. NeuroImage. 2005;26(2):513–24.PubMedCrossRef
22.
go back to reference Nakatomi Y, Mizuno K, Ishii A, Wada Y, Tanaka M, Tazawa S, et al. Neuroinflammation in patients with chronic fatigue syndrome/myalgic encephalomyelitis: an 11C-(R)-PK11195 PET study. J Nucl Med. 2014;55(6):945–50.PubMedCrossRef Nakatomi Y, Mizuno K, Ishii A, Wada Y, Tanaka M, Tazawa S, et al. Neuroinflammation in patients with chronic fatigue syndrome/myalgic encephalomyelitis: an 11C-(R)-PK11195 PET study. J Nucl Med. 2014;55(6):945–50.PubMedCrossRef
23.
go back to reference Strauman TJ, Goetz EL, Detloff AM, MacDuffie KE, Zaunmüller L, Lutz W. Self-regulation and mechanisms of action in psychotherapy: a theory-based translational perspective. J Pers. 2013;81(6):542–53.PubMedCrossRef Strauman TJ, Goetz EL, Detloff AM, MacDuffie KE, Zaunmüller L, Lutz W. Self-regulation and mechanisms of action in psychotherapy: a theory-based translational perspective. J Pers. 2013;81(6):542–53.PubMedCrossRef
24.
go back to reference Beauregard M. Functional neuroimaging studies of the effects of psychotherapy. Dialogues Clin Neurosci. 2014;16(1):75–81.PubMedPubMedCentral Beauregard M. Functional neuroimaging studies of the effects of psychotherapy. Dialogues Clin Neurosci. 2014;16(1):75–81.PubMedPubMedCentral
25.
go back to reference Etkin A, Pittenger C, Polan HJ, Kandel ER. Toward a neurobiology of psychotherapy: basic science and clinical applications. J Neuropsychiatry Clinical Neurosciences. 2005;17(2):145–58.CrossRef Etkin A, Pittenger C, Polan HJ, Kandel ER. Toward a neurobiology of psychotherapy: basic science and clinical applications. J Neuropsychiatry Clinical Neurosciences. 2005;17(2):145–58.CrossRef
26.
go back to reference Moffett JR, Ross B, Arun P, Madhavarao CN, Namboodiri AM. N-Acetylaspartate in the CNS: from neurodiagnostics to neurobiology. Prog Neurobiol. 2007;81(2):89–131.PubMedPubMedCentralCrossRef Moffett JR, Ross B, Arun P, Madhavarao CN, Namboodiri AM. N-Acetylaspartate in the CNS: from neurodiagnostics to neurobiology. Prog Neurobiol. 2007;81(2):89–131.PubMedPubMedCentralCrossRef
27.
go back to reference Chang L, Munsaka SM, Kraft-Terry S, Ernst T. Magnetic resonance spectroscopy to assess neuroinflammation and neuropathic pain. J Neuroimmune Pharmacology. 2013;8(3):576–93.CrossRef Chang L, Munsaka SM, Kraft-Terry S, Ernst T. Magnetic resonance spectroscopy to assess neuroinflammation and neuropathic pain. J Neuroimmune Pharmacology. 2013;8(3):576–93.CrossRef
28.
go back to reference Brooks JC, Roberts N, Whitehouse G, Majeed T. Proton magnetic resonance spectroscopy and morphometry of the hippocampus in chronic fatigue syndrome. Br J Radiol. 2000;73(875):1206–8.PubMedCrossRef Brooks JC, Roberts N, Whitehouse G, Majeed T. Proton magnetic resonance spectroscopy and morphometry of the hippocampus in chronic fatigue syndrome. Br J Radiol. 2000;73(875):1206–8.PubMedCrossRef
29.
go back to reference Puri BK, Counsell SJ, Zaman R, Main J, Collins AG, Hajnal JV, et al. Relative increase in choline in the occipital cortex in chronic fatigue syndrome. Acta Psychiatr Scand. 2002;106(3):224–6.PubMedCrossRef Puri BK, Counsell SJ, Zaman R, Main J, Collins AG, Hajnal JV, et al. Relative increase in choline in the occipital cortex in chronic fatigue syndrome. Acta Psychiatr Scand. 2002;106(3):224–6.PubMedCrossRef
30.
go back to reference Tomoda A, Miike T, Yamada E, Honda H, Moroi T, Ogawa M, et al. Chronic fatigue syndrome in childhood. Brain Dev. 2000;22(1):60–4.PubMedCrossRef Tomoda A, Miike T, Yamada E, Honda H, Moroi T, Ogawa M, et al. Chronic fatigue syndrome in childhood. Brain Dev. 2000;22(1):60–4.PubMedCrossRef
31.
go back to reference Chaudhuri A, Behan PO. In vivo magnetic resonance spectroscopy in chronic fatigue syndrome. Prostaglandins Leukot Essent Fat Acids. 2004;71(3):181–3.CrossRef Chaudhuri A, Behan PO. In vivo magnetic resonance spectroscopy in chronic fatigue syndrome. Prostaglandins Leukot Essent Fat Acids. 2004;71(3):181–3.CrossRef
32.
go back to reference Harris RE, Clauw DJ. Imaging central neurochemical alterations in chronic pain with proton magnetic resonance spectroscopy. Neurosci Lett. 2012;520(2):192–6.PubMedCrossRef Harris RE, Clauw DJ. Imaging central neurochemical alterations in chronic pain with proton magnetic resonance spectroscopy. Neurosci Lett. 2012;520(2):192–6.PubMedCrossRef
33.
go back to reference Niddam DM, Tsai SY, Lu CL, Ko CW. Reduced hippocampal glutamate–glutamine levels in irritable bowel syndrome: preliminary findings using magnetic resonance spectroscopy. Am J Gastroenterol. 2011;106(8):1503–11. doi:10.1038/ajg.2011.120. Epub 2011 Apr 19.PubMedCrossRef Niddam DM, Tsai SY, Lu CL, Ko CW. Reduced hippocampal glutamate–glutamine levels in irritable bowel syndrome: preliminary findings using magnetic resonance spectroscopy. Am J Gastroenterol. 2011;106(8):1503–11. doi:10.1038/ajg.2011.120. Epub 2011 Apr 19.PubMedCrossRef
34.
go back to reference Harris RE, Sundgren PC, Pang Y, Hsu M, Petrou M, Kim S-HH, et al. Dynamic levels of glutamate within the insula are associated with improvements in multiple pain domains in fibromyalgia. Arthritis Rheum. 2008;58(3):903–7.PubMedCrossRef Harris RE, Sundgren PC, Pang Y, Hsu M, Petrou M, Kim S-HH, et al. Dynamic levels of glutamate within the insula are associated with improvements in multiple pain domains in fibromyalgia. Arthritis Rheum. 2008;58(3):903–7.PubMedCrossRef
35.
go back to reference Petrou M, Harris RE, Foerster BR. Proton MR spectroscopy in the evaluation of cerebral metabolism in patients with fibromyalgia: comparison with healthy controls and correlation with symptom severity. AJNR Am J Neuroradiol. 2008;29(5):913–8. doi:10.3174/ajnr.A0959. Epub 2008 Mar 13.PubMedCrossRef Petrou M, Harris RE, Foerster BR. Proton MR spectroscopy in the evaluation of cerebral metabolism in patients with fibromyalgia: comparison with healthy controls and correlation with symptom severity. AJNR Am J Neuroradiol. 2008;29(5):913–8. doi:10.3174/ajnr.A0959. Epub 2008 Mar 13.PubMedCrossRef
36.
go back to reference Fayed N, Andres E, Rojas G, Moreno S, Serrano-Blanco A, Roca M, et al. Brain dysfunction in fibromyalgia and somatization disorder using proton magnetic resonance spectroscopy: a controlled study. Acta Psychiatr Scand. 2012;126(2):115–25.PubMedCrossRef Fayed N, Andres E, Rojas G, Moreno S, Serrano-Blanco A, Roca M, et al. Brain dysfunction in fibromyalgia and somatization disorder using proton magnetic resonance spectroscopy: a controlled study. Acta Psychiatr Scand. 2012;126(2):115–25.PubMedCrossRef
37.
go back to reference Abdallah CG, Niciu MJ, Fenton LR, Fasula MK, Jiang L, Black A, et al. Decreased occipital cortical glutamate levels in response to successful cognitive-behavioral therapy and pharmacotherapy for major depressive disorder. Psychother Psychosom. 2014;83(5):298–307.PubMedPubMedCentralCrossRef Abdallah CG, Niciu MJ, Fenton LR, Fasula MK, Jiang L, Black A, et al. Decreased occipital cortical glutamate levels in response to successful cognitive-behavioral therapy and pharmacotherapy for major depressive disorder. Psychother Psychosom. 2014;83(5):298–307.PubMedPubMedCentralCrossRef
38.
go back to reference O’Neill J, Gorbis E, Feusner JD, Yip JC, Chang S, Maidment KM, et al. Effects of intensive cognitive-behavioral therapy on cingulate neurochemistry in obsessive-compulsive disorder. J Psychiatr Res. 2013;47(4):494–504.PubMedPubMedCentralCrossRef O’Neill J, Gorbis E, Feusner JD, Yip JC, Chang S, Maidment KM, et al. Effects of intensive cognitive-behavioral therapy on cingulate neurochemistry in obsessive-compulsive disorder. J Psychiatr Res. 2013;47(4):494–504.PubMedPubMedCentralCrossRef
39.
go back to reference Zurowski B, Kordon A, Weber-Fahr W, Voderholzer U, Kuelz AK, Freyer T, et al. Relevance of orbitofrontal neurochemistry for the outcome of cognitive-behavioural therapy in patients with obsessive-compulsive disorder. Eur Arch Psychiatry Clin Neurosci. 2012;262(7):617–24.PubMedCrossRef Zurowski B, Kordon A, Weber-Fahr W, Voderholzer U, Kuelz AK, Freyer T, et al. Relevance of orbitofrontal neurochemistry for the outcome of cognitive-behavioural therapy in patients with obsessive-compulsive disorder. Eur Arch Psychiatry Clin Neurosci. 2012;262(7):617–24.PubMedCrossRef
40.
go back to reference Beaulieu C. The basis of anisotropic water diffusion in the nervous system-a technical review. NMR Biomed. 2002;15(7–8):435–55.PubMedCrossRef Beaulieu C. The basis of anisotropic water diffusion in the nervous system-a technical review. NMR Biomed. 2002;15(7–8):435–55.PubMedCrossRef
41.
go back to reference Edwards M, Adams R, Brown H, Pareés I, Friston K. A Bayesian account of ‘hysteria’. Brain : a journal of neurology. 2012;135(Pt 11):3495–512.CrossRef Edwards M, Adams R, Brown H, Pareés I, Friston K. A Bayesian account of ‘hysteria’. Brain : a journal of neurology. 2012;135(Pt 11):3495–512.CrossRef
42.
go back to reference Vercoulen J, Swanink C, Galama J, Fennis J, Jongen P, Hommes O, et al. The persistence of fatigue in chronic fatigue syndrome and multiple sclerosis: development of a model. J Psychosom Res. 1998;45(6):507–17.PubMedCrossRef Vercoulen J, Swanink C, Galama J, Fennis J, Jongen P, Hommes O, et al. The persistence of fatigue in chronic fatigue syndrome and multiple sclerosis: development of a model. J Psychosom Res. 1998;45(6):507–17.PubMedCrossRef
43.
go back to reference Nijs J, Aelbrecht S, Meeus M, Van Oosterwijck J, Zinzen E, Clarys P. Tired of being inactive: a systematic literature review of physical activity, physiological exercise capacity and muscle strength in patients with chronic fatigue syndrome. Disabil Rehabil. 2011;33(17–18):1493–500.PubMedCrossRef Nijs J, Aelbrecht S, Meeus M, Van Oosterwijck J, Zinzen E, Clarys P. Tired of being inactive: a systematic literature review of physical activity, physiological exercise capacity and muscle strength in patients with chronic fatigue syndrome. Disabil Rehabil. 2011;33(17–18):1493–500.PubMedCrossRef
44.
go back to reference Werf SP, Prins JB, Vercoulen J, Meer JWM, Bleijenberg G. Identifying physical activity patterns in chronic fatigue syndrome using actigraphic assessment. J Psychosom Res. 2000;49(5):373–9.PubMedCrossRef Werf SP, Prins JB, Vercoulen J, Meer JWM, Bleijenberg G. Identifying physical activity patterns in chronic fatigue syndrome using actigraphic assessment. J Psychosom Res. 2000;49(5):373–9.PubMedCrossRef
45.
go back to reference Fry A, Martin M. Fatigue in the chronic fatigue syndrome: a cognitive phenomenon? J Psychosom Res. 1996;41(5):415–26.PubMedCrossRef Fry A, Martin M. Fatigue in the chronic fatigue syndrome: a cognitive phenomenon? J Psychosom Res. 1996;41(5):415–26.PubMedCrossRef
46.
go back to reference Riley M, O’Brien C, McCluskey D, Bell N, Nicholls D. Aerobic work capacity in patients with chronic fatigue syndrome. BMJ (Clinical research ed). 1990;301(6758):953–6.CrossRef Riley M, O’Brien C, McCluskey D, Bell N, Nicholls D. Aerobic work capacity in patients with chronic fatigue syndrome. BMJ (Clinical research ed). 1990;301(6758):953–6.CrossRef
47.
go back to reference Schillings M, Kalkman J, van der Werf S, Van Engelen B, Bleijenberg G, Zwarts M. Diminished central activation during maximal voluntary contraction in chronic fatigue syndrome. Clin Neurophysiol. 2004;115(11):2518–24.PubMedCrossRef Schillings M, Kalkman J, van der Werf S, Van Engelen B, Bleijenberg G, Zwarts M. Diminished central activation during maximal voluntary contraction in chronic fatigue syndrome. Clin Neurophysiol. 2004;115(11):2518–24.PubMedCrossRef
48.
go back to reference Heins M, Knoop H, Nijs J, Feskens R, Meeus M, Moorkens G, et al. Influence of Symptom Expectancies on Stair-Climbing Performance in Chronic Fatigue Syndrome: Effect of Study Context. Int J Behav Med. 2012;20:213–8. doi:10.1007/s12529-012-9253-2.CrossRef Heins M, Knoop H, Nijs J, Feskens R, Meeus M, Moorkens G, et al. Influence of Symptom Expectancies on Stair-Climbing Performance in Chronic Fatigue Syndrome: Effect of Study Context. Int J Behav Med. 2012;20:213–8. doi:10.​1007/​s12529-012-9253-2.CrossRef
49.
go back to reference Nijs J, Meeus M, Heins M, Knoop H, Moorkens G, Bleijenberg G. Kinesiophobia, catastrophizing and anticipated symptoms before stair climbing in chronic fatigue syndrome: an experimental study. Disabil Rehabil. 2012;34(15):1299–305.PubMedCrossRef Nijs J, Meeus M, Heins M, Knoop H, Moorkens G, Bleijenberg G. Kinesiophobia, catastrophizing and anticipated symptoms before stair climbing in chronic fatigue syndrome: an experimental study. Disabil Rehabil. 2012;34(15):1299–305.PubMedCrossRef
50.
go back to reference Deale A, Chalder T, Wessely S. Illness beliefs and treatment outcome in chronic fatigue syndrome. J Psychosom Res. 1998;45(1):77–83.PubMedCrossRef Deale A, Chalder T, Wessely S. Illness beliefs and treatment outcome in chronic fatigue syndrome. J Psychosom Res. 1998;45(1):77–83.PubMedCrossRef
51.
go back to reference Nijs J, Roussel N, Van Oosterwijck J, De Kooning M, Ickmans K, Struyf F, et al. Fear of movement and avoidance behaviour toward physical activity in chronic-fatigue syndrome and fibromyalgia: state of the art and implications for clinical practice. Clin Rheumatol. 2013;32(8):1121–9.PubMedCrossRef Nijs J, Roussel N, Van Oosterwijck J, De Kooning M, Ickmans K, Struyf F, et al. Fear of movement and avoidance behaviour toward physical activity in chronic-fatigue syndrome and fibromyalgia: state of the art and implications for clinical practice. Clin Rheumatol. 2013;32(8):1121–9.PubMedCrossRef
52.
go back to reference Roiser JP, Howes OD, Chaddock CA, Joyce EM, McGuire P. Neural and behavioral correlates of aberrant salience in individuals at risk for psychosis. Schizophr Bull. 2012. Roiser JP, Howes OD, Chaddock CA, Joyce EM, McGuire P. Neural and behavioral correlates of aberrant salience in individuals at risk for psychosis. Schizophr Bull. 2012.
53.
go back to reference Roiser JP, Stephan KE, Den Ouden HE, Friston KJ, Joyce EM. Adaptive and aberrant reward prediction signals in the human brain. NeuroImage. 2010;50(2):657–64.PubMedPubMedCentralCrossRef Roiser JP, Stephan KE, Den Ouden HE, Friston KJ, Joyce EM. Adaptive and aberrant reward prediction signals in the human brain. NeuroImage. 2010;50(2):657–64.PubMedPubMedCentralCrossRef
54.
go back to reference Rahnev D, Lau H, De Lange FP. Prior expectation modulates the interaction between sensory and prefrontal regions in the human brain. J Neurosci. 2011;31(29):10741–8.PubMedCrossRef Rahnev D, Lau H, De Lange FP. Prior expectation modulates the interaction between sensory and prefrontal regions in the human brain. J Neurosci. 2011;31(29):10741–8.PubMedCrossRef
55.
go back to reference Dantzer R, Heijnen C, Kavelaars A, Laye S, Capuron L. The neuroimmune basis of fatigue. Trends Neurosci. 2014;37(1):39–46.PubMedCrossRef Dantzer R, Heijnen C, Kavelaars A, Laye S, Capuron L. The neuroimmune basis of fatigue. Trends Neurosci. 2014;37(1):39–46.PubMedCrossRef
56.
go back to reference Kelley KW, Bluthé R-MM, Dantzer R, Zhou J-HH, Shen W-HH, Johnson RW, et al. Cytokine-induced sickness behavior. Brain Behav Immun. 2003;17(1):8. Kelley KW, Bluthé R-MM, Dantzer R, Zhou J-HH, Shen W-HH, Johnson RW, et al. Cytokine-induced sickness behavior. Brain Behav Immun. 2003;17(1):8.
57.
go back to reference Lyall M, Peakman M, Wessely S. A systematic review and critical evaluation of the immunology of chronic fatigue syndrome. J Psychosom Res. 2003;55(2):79–90.PubMedCrossRef Lyall M, Peakman M, Wessely S. A systematic review and critical evaluation of the immunology of chronic fatigue syndrome. J Psychosom Res. 2003;55(2):79–90.PubMedCrossRef
58.
go back to reference Powell DJ, Liossi C, Moss-Morris R, Schlotz W. Unstimulated cortisol secretory activity in everyday life and its relationship with fatigue and chronic fatigue syndrome: a systematic review and subset meta-analysis. Psychoneuroendocrinology. 2013;38(11):2405–22.PubMedCrossRef Powell DJ, Liossi C, Moss-Morris R, Schlotz W. Unstimulated cortisol secretory activity in everyday life and its relationship with fatigue and chronic fatigue syndrome: a systematic review and subset meta-analysis. Psychoneuroendocrinology. 2013;38(11):2405–22.PubMedCrossRef
59.
go back to reference Silverman MN, Heim CM, Nater UM, Marques AH, Sternberg EM. Neuroendocrine and immune contributors to fatigue. PM & R : the journal of injury, function, and rehabilitation. 2010;2(5):338–46.CrossRef Silverman MN, Heim CM, Nater UM, Marques AH, Sternberg EM. Neuroendocrine and immune contributors to fatigue. PM & R : the journal of injury, function, and rehabilitation. 2010;2(5):338–46.CrossRef
60.
go back to reference Tak LM, Cleare AJ, Ormel J, Manoharan A, Kok IC, Wessely S, et al. Meta-analysis and meta-regression of hypothalamic-pituitary-adrenal axis activity in functional somatic disorders. Biol Psychol. 2011;87(2):183–94.PubMedCrossRef Tak LM, Cleare AJ, Ormel J, Manoharan A, Kok IC, Wessely S, et al. Meta-analysis and meta-regression of hypothalamic-pituitary-adrenal axis activity in functional somatic disorders. Biol Psychol. 2011;87(2):183–94.PubMedCrossRef
61.
go back to reference Nater UM, Maloney E, Boneva RS, Gurbaxani BM, Lin J-MM, Jones JF, et al. Attenuated morning salivary cortisol concentrations in a population-based study of persons with chronic fatigue syndrome and well controls. J Clin Endocrinol Metabol. 2008;93(3):703–9.CrossRef Nater UM, Maloney E, Boneva RS, Gurbaxani BM, Lin J-MM, Jones JF, et al. Attenuated morning salivary cortisol concentrations in a population-based study of persons with chronic fatigue syndrome and well controls. J Clin Endocrinol Metabol. 2008;93(3):703–9.CrossRef
62.
go back to reference Nater UM, Youngblood LS, Jones JF, Unger ER, Miller AH, Reeves WC, et al. Alterations in diurnal salivary cortisol rhythm in a population-based sample of cases with chronic fatigue syndrome. Psychosom Med. 2008;70(3):298–305.PubMedCrossRef Nater UM, Youngblood LS, Jones JF, Unger ER, Miller AH, Reeves WC, et al. Alterations in diurnal salivary cortisol rhythm in a population-based sample of cases with chronic fatigue syndrome. Psychosom Med. 2008;70(3):298–305.PubMedCrossRef
63.
go back to reference Nijhof SL, Rutten JMTM, Uiterwaal CS, Bleijenberg G, Kimpen JLL, Putte EM. The role of hypocortisolism in chronic fatigue syndrome. Psychoneuroendocrinology. 2014;42:199–206.PubMedCrossRef Nijhof SL, Rutten JMTM, Uiterwaal CS, Bleijenberg G, Kimpen JLL, Putte EM. The role of hypocortisolism in chronic fatigue syndrome. Psychoneuroendocrinology. 2014;42:199–206.PubMedCrossRef
64.
go back to reference Rimes KA, Papadopoulos AS, Cleare AJ, Chalder T. Cortisol output in adolescents with chronic fatigue syndrome: Pilot study on the comparison with healthy adolescents and change after cognitive behavioural guided self-help treatment. J Psychosom Res. 2014;77(5):409–14.PubMedCrossRef Rimes KA, Papadopoulos AS, Cleare AJ, Chalder T. Cortisol output in adolescents with chronic fatigue syndrome: Pilot study on the comparison with healthy adolescents and change after cognitive behavioural guided self-help treatment. J Psychosom Res. 2014;77(5):409–14.PubMedCrossRef
65.
go back to reference Roberts AD, Papadopoulos AS, Wessely S, Chalder T, Cleare AJ. Salivary cortisol output before and after cognitive behavioural therapy for chronic fatigue syndrome. J Affect Disord. 2009;115(1–2):280–6.PubMedCrossRef Roberts AD, Papadopoulos AS, Wessely S, Chalder T, Cleare AJ. Salivary cortisol output before and after cognitive behavioural therapy for chronic fatigue syndrome. J Affect Disord. 2009;115(1–2):280–6.PubMedCrossRef
66.
go back to reference Fukuda K, Straus S, Hickie I, Sharpe M, Dobbins J, Komaroff A. The chronic fatigue syndrome: a comprehensive approach to its definition and study. International Chronic Fatigue Syndrome Study Group. Ann Intern Med. 1994;121(12):953–9.PubMedCrossRef Fukuda K, Straus S, Hickie I, Sharpe M, Dobbins J, Komaroff A. The chronic fatigue syndrome: a comprehensive approach to its definition and study. International Chronic Fatigue Syndrome Study Group. Ann Intern Med. 1994;121(12):953–9.PubMedCrossRef
67.
go back to reference 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(3):235–41.PubMedCrossRef 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(3):235–41.PubMedCrossRef
68.
go back to reference Bronwyn DC, Nikolaos K, Rona EM-M. Cognitive Behavioral Therapy and Graded Exercise for Chronic Fatigue Syndrome: A Meta-Analysis. Clin Psychol Sci Pract. 2011;18:311–24.CrossRef Bronwyn DC, Nikolaos K, Rona EM-M. Cognitive Behavioral Therapy and Graded Exercise for Chronic Fatigue Syndrome: A Meta-Analysis. Clin Psychol Sci Pract. 2011;18:311–24.CrossRef
69.
go back to reference Prins J, Bleijenberg G, Bazelmans E, Elving L, De Boo T, Severens J, et al. Cognitive behaviour therapy for chronic fatigue syndrome: a multicentre randomised controlled trial. Lancet. 2001;357(9259):841–7.PubMedCrossRef Prins J, Bleijenberg G, Bazelmans E, Elving L, De Boo T, Severens J, et al. Cognitive behaviour therapy for chronic fatigue syndrome: a multicentre randomised controlled trial. Lancet. 2001;357(9259):841–7.PubMedCrossRef
70.
go back to reference White P, Goldsmith K, Johnson A, Potts L, Walwyn R, DeCesare J, et al. Comparison of adaptive pacing therapy, cognitive behaviour therapy, graded exercise therapy, and specialist medical care for chronic fatigue syndrome (PACE): a randomised trial. Lancet. 2011;377(9768):823–36.PubMedPubMedCentralCrossRef White P, Goldsmith K, Johnson A, Potts L, Walwyn R, DeCesare J, et al. Comparison of adaptive pacing therapy, cognitive behaviour therapy, graded exercise therapy, and specialist medical care for chronic fatigue syndrome (PACE): a randomised trial. Lancet. 2011;377(9768):823–36.PubMedPubMedCentralCrossRef
71.
go back to reference Vercoulen J, Swanink C, Fennis J, Galama J, van der Meer J, Bleijenberg G. Dimensional assessment of chronic fatigue syndrome. J Psychosom Res. 1994;38(5):383–92.PubMedCrossRef Vercoulen J, Swanink C, Fennis J, Galama J, van der Meer J, Bleijenberg G. Dimensional assessment of chronic fatigue syndrome. J Psychosom Res. 1994;38(5):383–92.PubMedCrossRef
72.
73.
go back to reference Dittner AJ, Wessely SC, Brown RG. The assessment of fatigue: a practical guide for clinicians and researchers. J Psychosom Res. 2004;56(2):157–70.PubMedCrossRef Dittner AJ, Wessely SC, Brown RG. The assessment of fatigue: a practical guide for clinicians and researchers. J Psychosom Res. 2004;56(2):157–70.PubMedCrossRef
74.
go back to reference Knoop H, van der Meer JW, Bleijenberg G. Guided self-instructions for people with chronic fatigue syndrome: randomised controlled trial. Br J Psychiatr. 2008;193(4):340–1.CrossRef Knoop H, van der Meer JW, Bleijenberg G. Guided self-instructions for people with chronic fatigue syndrome: randomised controlled trial. Br J Psychiatr. 2008;193(4):340–1.CrossRef
75.
go back to reference Wiborg JF, Wensing M, Tummers M, Knoop H, Bleijenberg G. Implementing evidence-based practice for patients with chronic fatigue syndrome. Clin Psychol Psychother. 2014;21(2):108–14.PubMedCrossRef Wiborg JF, Wensing M, Tummers M, Knoop H, Bleijenberg G. Implementing evidence-based practice for patients with chronic fatigue syndrome. Clin Psychol Psychother. 2014;21(2):108–14.PubMedCrossRef
76.
go back to reference Bergner M, Bobbitt RA, Carter WB, Gilson BS. The Sickness Impact Profile: development and final revision of a health status measure. Med Care. 1981;19(8):787–805.PubMedCrossRef Bergner M, Bobbitt RA, Carter WB, Gilson BS. The Sickness Impact Profile: development and final revision of a health status measure. Med Care. 1981;19(8):787–805.PubMedCrossRef
77.
go back to reference Stewart A, Hays R, Ware J. The MOS short-form general health survey. Reliability and validity in a patient population. Med Care. 1988;26(7):724–35.PubMedCrossRef Stewart A, Hays R, Ware J. The MOS short-form general health survey. Reliability and validity in a patient population. Med Care. 1988;26(7):724–35.PubMedCrossRef
78.
go back to reference Ware JE, Sherbourne CD. The MOS 36-item short-form health survey (SF-36): I. Conceptual framework and item selection. Med Care. 1992;30(6):473–83.PubMedCrossRef Ware JE, Sherbourne CD. The MOS 36-item short-form health survey (SF-36): I. Conceptual framework and item selection. Med Care. 1992;30(6):473–83.PubMedCrossRef
79.
go back to reference Beck AT, Ward CH, Mendelson M, Mock J, Erbaugh J. An inventory for measuring depression. Arch Gen Psychiatry. 1961;4:561–71.PubMedCrossRef Beck AT, Ward CH, Mendelson M, Mock J, Erbaugh J. An inventory for measuring depression. Arch Gen Psychiatry. 1961;4:561–71.PubMedCrossRef
80.
go back to reference Arrindell WAM, Ettema H. Dimensionele structuur, betrouwbaarheid en validiteit van de Nederlandse bewerking van de Symptom Checklist (SCL-90). Tijdschrift voor de Psychologie en haar. 1981. Arrindell WAM, Ettema H. Dimensionele structuur, betrouwbaarheid en validiteit van de Nederlandse bewerking van de Symptom Checklist (SCL-90). Tijdschrift voor de Psychologie en haar. 1981.
81.
go back to reference Gielissen M, Knoop H, Servaes P, Kalkman J, Huibers M, Verhagen S, et al. Differences in the experience of fatigue in patients and healthy controls: patients’ descriptions. Health Qual Life Outcome. 2007;5:36.CrossRef Gielissen M, Knoop H, Servaes P, Kalkman J, Huibers M, Verhagen S, et al. Differences in the experience of fatigue in patients and healthy controls: patients’ descriptions. Health Qual Life Outcome. 2007;5:36.CrossRef
82.
go back to reference Vercoulen J, Bazelmans E, Swanink CMA. Physical activity in chronic fatigue syndrome: assessment and its role in fatigue. J Psychiatr Res. 1997;31(6):661–73.PubMedCrossRef Vercoulen J, Bazelmans E, Swanink CMA. Physical activity in chronic fatigue syndrome: assessment and its role in fatigue. J Psychiatr Res. 1997;31(6):661–73.PubMedCrossRef
83.
go back to reference Derryberry D, Reed MA. Anxiety-related attentional biases and their regulation by attentional control. J Abnorm Psychol. 2002. Derryberry D, Reed MA. Anxiety-related attentional biases and their regulation by attentional control. J Abnorm Psychol. 2002.
84.
go back to reference McNair D, Lorr M, Droppleman L. Profile of mood states (POMS). Profile of mood states (POMS). 1989. McNair D, Lorr M, Droppleman L. Profile of mood states (POMS). Profile of mood states (POMS). 1989.
85.
go back to reference Erickson KI, Leckie RL, Weinstein AM. Physical activity, fitness, and gray matter volume. Neurobiol Aging. 2014;35(2):S20–8. doi:10.1016/j.neurobiolaging.2014.03.034. Epub 2014 May 14.PubMedCrossRef Erickson KI, Leckie RL, Weinstein AM. Physical activity, fitness, and gray matter volume. Neurobiol Aging. 2014;35(2):S20–8. doi:10.1016/j.neurobiolaging.2014.03.034. Epub 2014 May 14.PubMedCrossRef
86.
go back to reference Praag VH. Neurogenesis and exercise: past and future directions. Neruomol Med. 2008. Praag VH. Neurogenesis and exercise: past and future directions. Neruomol Med. 2008.
87.
go back to reference Stinnissen J, Willems PJ LC. Handleiding bij de Nederlandse bewerking van de WAISS. Swets and Zeitlinger: Amsterdam: Manual of the Dutch edition of the WAIS; 1970. Stinnissen J, Willems PJ LC. Handleiding bij de Nederlandse bewerking van de WAISS. Swets and Zeitlinger: Amsterdam: Manual of the Dutch edition of the WAIS; 1970.
88.
go back to reference Groth-Marnat G. The Wechsler Intelligence Scales. In: Groth-Marnat G, editor. Handbook of psychological assessment. Hoboken, New Jersey: Wiley & Sons; 1997. p. 175–6. Groth-Marnat G. The Wechsler Intelligence Scales. In: Groth-Marnat G, editor. Handbook of psychological assessment. Hoboken, New Jersey: Wiley & Sons; 1997. p. 175–6.
89.
go back to reference Schmand B, Bakker D, Saan R, Louman J. The Dutch Reading Test for Adults: a measure of premorbid intelligence level. Tijdschr Gerontol Geriatr. 1991;22(1):15–9.PubMed Schmand B, Bakker D, Saan R, Louman J. The Dutch Reading Test for Adults: a measure of premorbid intelligence level. Tijdschr Gerontol Geriatr. 1991;22(1):15–9.PubMed
90.
go back to reference De Lange FP, Rahnev DA, Donner TH, Lau H. Prestimulus oscillatory activity over motor cortex reflects perceptual expectations. J Neurosci. 2013;33(4):1400–10.PubMedCrossRef De Lange FP, Rahnev DA, Donner TH, Lau H. Prestimulus oscillatory activity over motor cortex reflects perceptual expectations. J Neurosci. 2013;33(4):1400–10.PubMedCrossRef
91.
go back to reference Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008;40(3):879–91.PubMedCrossRef Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008;40(3):879–91.PubMedCrossRef
92.
go back to reference Thirion B, Pinel P, Meriaux S, Roche A, Dehaene S, Poline J. Analysis of a large fMRI cohort: Statistical and methodological issues for group analyses. NeuroImage. 2007;35(1):105–20.PubMedCrossRef Thirion B, Pinel P, Meriaux S, Roche A, Dehaene S, Poline J. Analysis of a large fMRI cohort: Statistical and methodological issues for group analyses. NeuroImage. 2007;35(1):105–20.PubMedCrossRef
93.
go back to reference Seminowicz DA, Shpaner M, Keaser ML. Cognitive-Behavioral Therapy Increases Prefrontal Cortex Gray Matter in Patients With Chronic Pain. J Pain. 2013;14(12):1573–84. doi:10.1016/j.jpain.2013.07.020. Epub 2013 Oct 14.PubMedCrossRef Seminowicz DA, Shpaner M, Keaser ML. Cognitive-Behavioral Therapy Increases Prefrontal Cortex Gray Matter in Patients With Chronic Pain. J Pain. 2013;14(12):1573–84. doi:10.1016/j.jpain.2013.07.020. Epub 2013 Oct 14.PubMedCrossRef
Metadata
Title
Investigating neural mechanisms of change of cognitive behavioural therapy for chronic fatigue syndrome: a randomized controlled trial
Authors
Marieke E van Der Schaaf
Iris C Schmits
Megan Roerink
Dirk EM Geurts
Ivan Toni
Karin Roelofs
Floris P De Lange
Urs M Nater
Jos WM van der Meer
Hans Knoop
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2015
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/s12888-015-0515-9

Other articles of this Issue 1/2015

BMC Psychiatry 1/2015 Go to the issue