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Gepubliceerd in: Journal of Behavioral Medicine 5/2016

28-05-2016

Explaining fatigue in multiple sclerosis: cross-validation of a biopsychosocial model

Auteurs: Melloney L. M. Wijenberg, Sven Z. Stapert, Sebastian Köhler, Yvonne Bol

Gepubliceerd in: Journal of Behavioral Medicine | Uitgave 5/2016

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Abstract

Fatigue is a common and disabling symptom in patients with multiple sclerosis (MS), but its pathogenesis is still poorly understood and consequently evidence-based treatment options are limited. Bol et al. (J Behav Med 33(5):355–363, 2010) suggested a new model, which explains fatigue in MS from a biopsychosocial perspective, including cognitive-behavioral factors. For purposes of generalization to clinical practice, cross-validation of this model in another sample of 218 patients with MS was performed using structural equation modeling. Path analysis indicated a close and adequate global fit (RMSEA = 0.053 and CFI = 0.992). The cross-validated model indicates a significant role for disease severity, depression and a fear-avoidance cycle in explaining MS-related fatigue. Modifiable factors, such as depression and catastrophizing thoughts, propose targets for treatment options. Our findings are in line with recent evidence for the effectiveness of a new generation of cognitive behavioral therapy, including acceptance and mindfulness-based interventions, and provide a theoretical framework for treating fatigue in MS.
Literatuur
go back to reference Aaronson, N. K., Muller, M., Cohen, P. D., Essink-Bot, M.-L., Fekkes, M., Sanderman, R., et al. (1998). Translation, validation, and norming of the Dutch language version of the SF-36 Health Survey in community and chronic disease populations. Journal of Clinical Epidemiology, 51, 1055–1068.CrossRefPubMed Aaronson, N. K., Muller, M., Cohen, P. D., Essink-Bot, M.-L., Fekkes, M., Sanderman, R., et al. (1998). Translation, validation, and norming of the Dutch language version of the SF-36 Health Survey in community and chronic disease populations. Journal of Clinical Epidemiology, 51, 1055–1068.CrossRefPubMed
go back to reference Alberts, M., Smets, E., Vercoulen, J., Garssen, B., & Bleijenberg, G. (1997). ‘Verkorte vermoeidheidsvragenlijst’: een practisch hulpmiddel bij het scoren van vermoeidheid. Nederlands Tijdschrift voor Geneeskunde, 141, 1526–1530.PubMed Alberts, M., Smets, E., Vercoulen, J., Garssen, B., & Bleijenberg, G. (1997). ‘Verkorte vermoeidheidsvragenlijst’: een practisch hulpmiddel bij het scoren van vermoeidheid. Nederlands Tijdschrift voor Geneeskunde, 141, 1526–1530.PubMed
go back to reference Asano, M., Berg, E., Johnson, K., Turpin, M., & Finlayson, M. L. (2014). A scoping review of rehabilitation interventions that reduce fatigue among adults with multiple sclerosis. Disability and Rehabilitation, 37(9), 729–738.CrossRefPubMed Asano, M., Berg, E., Johnson, K., Turpin, M., & Finlayson, M. L. (2014). A scoping review of rehabilitation interventions that reduce fatigue among adults with multiple sclerosis. Disability and Rehabilitation, 37(9), 729–738.CrossRefPubMed
go back to reference Bakshi, R., Shaikh, Z., Miletich, R., Czarnecki, D., Dmochowski, J., Henschel, K., et al. (2000). Fatigue in multiple sclerosis and its relationship to depression and neurologic disability. Multiple Sclerosis, 6, 181–185.CrossRefPubMed Bakshi, R., Shaikh, Z., Miletich, R., Czarnecki, D., Dmochowski, J., Henschel, K., et al. (2000). Fatigue in multiple sclerosis and its relationship to depression and neurologic disability. Multiple Sclerosis, 6, 181–185.CrossRefPubMed
go back to reference Bol, Y., Duits, A. A., Hupperts, R. M., Vlaeyen, J. W., & Verhey, F. R. (2009). The psychology of fatigue in patients with multiple sclerosis: A review. Journal of Psychosomatic Research, 66, 3–11.CrossRefPubMed Bol, Y., Duits, A. A., Hupperts, R. M., Vlaeyen, J. W., & Verhey, F. R. (2009). The psychology of fatigue in patients with multiple sclerosis: A review. Journal of Psychosomatic Research, 66, 3–11.CrossRefPubMed
go back to reference Bol, Y., Duits, A. A., Lousberg, R., Hupperts, R. M., Lacroix, M. H., Verhey, F. R., et al. (2010). Fatigue and physical disability in patients with multiple sclerosis: A structural equation modeling approach. Journal of Behavioral Medicine, 33, 355–363.CrossRefPubMedPubMedCentral Bol, Y., Duits, A. A., Lousberg, R., Hupperts, R. M., Lacroix, M. H., Verhey, F. R., et al. (2010). Fatigue and physical disability in patients with multiple sclerosis: A structural equation modeling approach. Journal of Behavioral Medicine, 33, 355–363.CrossRefPubMedPubMedCentral
go back to reference Brañas, P., Jordan, R., Fry-Smith, A., Burls, A., & Hyde, C. (2000). Treatments for fatigue in multiple sclerosis: A rapid and systematic review. Health Technology Assessment (Winchester, England), 4, 1. Brañas, P., Jordan, R., Fry-Smith, A., Burls, A., & Hyde, C. (2000). Treatments for fatigue in multiple sclerosis: A rapid and systematic review. Health Technology Assessment (Winchester, England), 4, 1.
go back to reference CBO. (2013). Richtlijn multipele sclerose 2012. Houten: Bohn Stafleu Van Loghum. CBO. (2013). Richtlijn multipele sclerose 2012. Houten: Bohn Stafleu Van Loghum.
go back to reference Crombez, G., Eccleston, C., Van Damme, S., Vlaeyen, J. W., & Karoly, P. (2012). Fear-avoidance model of chronic pain: The next generation. The Clinical Journal of Pain, 28, 475–483.CrossRefPubMed Crombez, G., Eccleston, C., Van Damme, S., Vlaeyen, J. W., & Karoly, P. (2012). Fear-avoidance model of chronic pain: The next generation. The Clinical Journal of Pain, 28, 475–483.CrossRefPubMed
go back to reference Feinstein, A. (2011). Multiple sclerosis and depression. Multiple Sclerosis Journal, 17, 1276–1281.CrossRefPubMed Feinstein, A. (2011). Multiple sclerosis and depression. Multiple Sclerosis Journal, 17, 1276–1281.CrossRefPubMed
go back to reference Hind, D., Cotter, J., Thake, A., Bradburn, M., Cooper, C., Isaac, C., et al. (2014). Cognitive behavioural therapy for the treatment of depression in people with multiple sclerosis: A systematic review and meta-analysis. BMC Psychiatry, 14, 5.CrossRefPubMedPubMedCentral Hind, D., Cotter, J., Thake, A., Bradburn, M., Cooper, C., Isaac, C., et al. (2014). Cognitive behavioural therapy for the treatment of depression in people with multiple sclerosis: A systematic review and meta-analysis. BMC Psychiatry, 14, 5.CrossRefPubMedPubMedCentral
go back to reference Hirtz, D., Thurman, D., Gwinn-Hardy, K., Mohamed, M., Chaudhuri, A., & Zalutsky, R. (2007). How common are the “common” neurologic disorders? Neurology, 68, 326–337.CrossRefPubMed Hirtz, D., Thurman, D., Gwinn-Hardy, K., Mohamed, M., Chaudhuri, A., & Zalutsky, R. (2007). How common are the “common” neurologic disorders? Neurology, 68, 326–337.CrossRefPubMed
go back to reference Hoogerwerf, A. E., Bol, Y., Lobbestael, J., Hupperts, R. M., & van Heugten, C. M. Mindfulness based cognitive therapy is feasible and effective in severely fatigued patients with Multiple Sclerosis: A waiting list controlled study (submitted). Hoogerwerf, A. E., Bol, Y., Lobbestael, J., Hupperts, R. M., & van Heugten, C. M. Mindfulness based cognitive therapy is feasible and effective in severely fatigued patients with Multiple Sclerosis: A waiting list controlled study (submitted).
go back to reference Horemans, H. L., Nollet, F., Beelen, A., & Lankhorst, G. J. (2004). A comparison of 4 questionnaires to measure fatigue in postpoliomyelitis syndrome. Archives of Physical Medicine and Rehabilitation, 85, 392–398.CrossRefPubMed Horemans, H. L., Nollet, F., Beelen, A., & Lankhorst, G. J. (2004). A comparison of 4 questionnaires to measure fatigue in postpoliomyelitis syndrome. Archives of Physical Medicine and Rehabilitation, 85, 392–398.CrossRefPubMed
go back to reference Huber, P. J. (1967). The behavior of maximum likelihood estimates under nonstandard conditions. Paper presented at the proceedings of the fifth Berkeley symposium on mathematical statistics and probability. Huber, P. J. (1967). The behavior of maximum likelihood estimates under nonstandard conditions. Paper presented at the proceedings of the fifth Berkeley symposium on mathematical statistics and probability.
go back to reference Knoop, H., Van Kessel, K., & Moss-Morris, R. (2011). Which cognitions and behaviours mediate the positive effect of cognitive behavioural therapy on fatigue in patients with multiple sclerosis? Psychological Medicine, 42, 205–213.CrossRefPubMed Knoop, H., Van Kessel, K., & Moss-Morris, R. (2011). Which cognitions and behaviours mediate the positive effect of cognitive behavioural therapy on fatigue in patients with multiple sclerosis? Psychological Medicine, 42, 205–213.CrossRefPubMed
go back to reference Kos, D., Kerckhofs, E., Nagels, G., & D’Hooghe, M. (2008). Origin of fatigue in multiple sclerosis: Review of the literature. Neurorehabilitation and Neural Repair, 22, 91–100.CrossRefPubMed Kos, D., Kerckhofs, E., Nagels, G., & D’Hooghe, M. (2008). Origin of fatigue in multiple sclerosis: Review of the literature. Neurorehabilitation and Neural Repair, 22, 91–100.CrossRefPubMed
go back to reference Kurtzke, J. F. (1983). Rating neurologic impairment in multiple sclerosis an expanded disability status scale (EDSS). Neurology, 33, 1444.CrossRefPubMed Kurtzke, J. F. (1983). Rating neurologic impairment in multiple sclerosis an expanded disability status scale (EDSS). Neurology, 33, 1444.CrossRefPubMed
go back to reference Lukkahatai, N., & Saligan, L. N. (2013). Association of catastrophizing and fatigue: A systematic review. Journal of Psychosomatic Research, 74, 100–109.CrossRefPubMed Lukkahatai, N., & Saligan, L. N. (2013). Association of catastrophizing and fatigue: A systematic review. Journal of Psychosomatic Research, 74, 100–109.CrossRefPubMed
go back to reference Maier, S., Balasa, R., Buruian, M., Maier, A., & Bajko, Z. (2015). Depression in multiple sclerosis—Review. Romanian Jounal of Neurology, 14, 22. Maier, S., Balasa, R., Buruian, M., Maier, A., & Bajko, Z. (2015). Depression in multiple sclerosis—Review. Romanian Jounal of Neurology, 14, 22.
go back to reference Miller, R. P., Kori, S. H., & Todd, D. D. (1991). The tampa scale. Unpublished report. Tampa, FL. Miller, R. P., Kori, S. H., & Todd, D. D. (1991). The tampa scale. Unpublished report. Tampa, FL.
go back to reference Minden, S. L., Frankel, D., Hadden, L., Perloff, J., Srinath, K. P., & Hoaglin, D. C. (2006). The Sonya Slifka longitudinal multiple sclerosis study: Methods and sample characteristics. Multiple Sclerosis, 12, 24–38. doi:10.1191/135248506ms1262oa CrossRefPubMed Minden, S. L., Frankel, D., Hadden, L., Perloff, J., Srinath, K. P., & Hoaglin, D. C. (2006). The Sonya Slifka longitudinal multiple sclerosis study: Methods and sample characteristics. Multiple Sclerosis, 12, 24–38. doi:10.​1191/​135248506ms1262o​a CrossRefPubMed
go back to reference Moss-Morris, R., Dennison, L., Landau, S., Yardley, L., Silber, E., & Chalder, T. (2012). A randomized controlled trial of cognitive behavioral therapy (CBT) for adjusting to multiple sclerosis (the saMS trial): Does CBT work and for whom does it work? Journal of Consulting and Clinical Psychology, 81, 251–262. doi:10.1037/a0029132 CrossRefPubMed Moss-Morris, R., Dennison, L., Landau, S., Yardley, L., Silber, E., & Chalder, T. (2012). A randomized controlled trial of cognitive behavioral therapy (CBT) for adjusting to multiple sclerosis (the saMS trial): Does CBT work and for whom does it work? Journal of Consulting and Clinical Psychology, 81, 251–262. doi:10.​1037/​a0029132 CrossRefPubMed
go back to reference Muthén, L. K., & Muthén, B. O. (1998–2012). Mplus user’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén. Muthén, L. K., & Muthén, B. O. (1998–2012). Mplus user’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén.
go back to reference Osman, A., Barrios, F. X., Gutierrez, P. M., Kopper, B. A., Merrifield, T., & Grittmann, L. (2000). The Pain Catastrophizing Scale: Further psychometric evaluation with adult samples. Journal of Behavioral Medicine, 23, 351–365.CrossRefPubMed Osman, A., Barrios, F. X., Gutierrez, P. M., Kopper, B. A., Merrifield, T., & Grittmann, L. (2000). The Pain Catastrophizing Scale: Further psychometric evaluation with adult samples. Journal of Behavioral Medicine, 23, 351–365.CrossRefPubMed
go back to reference Patrick, E., Christodoulou, C., & Krupp, L. (2009). Longitudinal correlates of fatigue in multiple sclerosis. Multiple Sclerosis, 15, 258–261.CrossRefPubMed Patrick, E., Christodoulou, C., & Krupp, L. (2009). Longitudinal correlates of fatigue in multiple sclerosis. Multiple Sclerosis, 15, 258–261.CrossRefPubMed
go back to reference Polman, C. H., Reingold, S. C., Edan, G., Filippi, M., Hartung, H. P., Kappos, L., et al. (2005). Diagnostic criteria for multiple sclerosis: 2005 revisions to the “McDonald Criteria”. Annals of Neurology, 58, 840–846.CrossRefPubMed Polman, C. H., Reingold, S. C., Edan, G., Filippi, M., Hartung, H. P., Kappos, L., et al. (2005). Diagnostic criteria for multiple sclerosis: 2005 revisions to the “McDonald Criteria”. Annals of Neurology, 58, 840–846.CrossRefPubMed
go back to reference Rabinowitz, A. R., & Arnett, P. A. (2009). A longitudinal analysis of cognitive dysfunction, coping, and depression in multiple sclerosis. Neuropsychology, 23, 581.CrossRefPubMed Rabinowitz, A. R., & Arnett, P. A. (2009). A longitudinal analysis of cognitive dysfunction, coping, and depression in multiple sclerosis. Neuropsychology, 23, 581.CrossRefPubMed
go back to reference Rietberg, M., Van Wegen, E., & Kwakkel, G. (2010). Measuring fatigue in patients with multiple sclerosis: Reproducibility, responsiveness and concurrent validity of three Dutch self-report questionnaires. Disability and Rehabilitation, 32, 1870–1876.CrossRefPubMed Rietberg, M., Van Wegen, E., & Kwakkel, G. (2010). Measuring fatigue in patients with multiple sclerosis: Reproducibility, responsiveness and concurrent validity of three Dutch self-report questionnaires. Disability and Rehabilitation, 32, 1870–1876.CrossRefPubMed
go back to reference Silver, A., Haeney, M., Vijayadurai, P., Wilks, D., Pattrick, M., & Main, C. (2002). The role of fear of physical movement and activity in chronic fatigue syndrome. Journal of Psychosomatic Research, 52, 485–493.CrossRefPubMed Silver, A., Haeney, M., Vijayadurai, P., Wilks, D., Pattrick, M., & Main, C. (2002). The role of fear of physical movement and activity in chronic fatigue syndrome. Journal of Psychosomatic Research, 52, 485–493.CrossRefPubMed
go back to reference Strober, L. B., & Arnett, P. A. (2005). An examination of four models predicting fatigue in multiple sclerosis. Archives of Clinical Neuropsychology, 20, 631–646.CrossRefPubMed Strober, L. B., & Arnett, P. A. (2005). An examination of four models predicting fatigue in multiple sclerosis. Archives of Clinical Neuropsychology, 20, 631–646.CrossRefPubMed
go back to reference Sullivan, M. J., Bishop, S. R., & Pivik, J. (1995). The pain catastrophizing scale: Development and validation. Psychological Assessment, 7, 524.CrossRef Sullivan, M. J., Bishop, S. R., & Pivik, J. (1995). The pain catastrophizing scale: Development and validation. Psychological Assessment, 7, 524.CrossRef
go back to reference Ukueberuwa, D. M., & Arnett, P. A. (2014). Evaluating the role of coping style as a moderator of fatigue and risk for future cognitive impairment in multiple sclerosis. Journal of the International Neuropsychological Society, 20, 751–755.CrossRefPubMed Ukueberuwa, D. M., & Arnett, P. A. (2014). Evaluating the role of coping style as a moderator of fatigue and risk for future cognitive impairment in multiple sclerosis. Journal of the International Neuropsychological Society, 20, 751–755.CrossRefPubMed
go back to reference Van Kessel, K., & Moss-Morris, R. (2006). Understanding multiple sclerosis fatigue: A synthesis of biological and psychological factors. Journal of Psychosomatic Research, 61, 583–585.CrossRefPubMed Van Kessel, K., & Moss-Morris, R. (2006). Understanding multiple sclerosis fatigue: A synthesis of biological and psychological factors. Journal of Psychosomatic Research, 61, 583–585.CrossRefPubMed
go back to reference van Kessel, K., Moss-Morris, R., Willoughby, E., Chalder, T., Johnson, M. H., & Robinson, E. (2008). A randomized controlled trial of cognitive behavior therapy for multiple sclerosis fatigue. Psychosomatic Medicine, 70, 205–213.CrossRefPubMed van Kessel, K., Moss-Morris, R., Willoughby, E., Chalder, T., Johnson, M. H., & Robinson, E. (2008). A randomized controlled trial of cognitive behavior therapy for multiple sclerosis fatigue. Psychosomatic Medicine, 70, 205–213.CrossRefPubMed
go back to reference Vercoulen, J., Alberts, M., & Bleijenberg, G. (1999). De checklist individuele spankracht (CIS). Gedragstherapie, 32, 131–136. Vercoulen, J., Alberts, M., & Bleijenberg, G. (1999). De checklist individuele spankracht (CIS). Gedragstherapie, 32, 131–136.
go back to reference Vlaeyen, J. W., Kole-Snijders, A. M., Rotteveel, A. M., Ruesink, R., & Heuts, P. H. (1995). The role of fear of movement/(re) injury in pain disability. Journal of Occupational Rehabilitation, 5, 235–252.CrossRefPubMed Vlaeyen, J. W., Kole-Snijders, A. M., Rotteveel, A. M., Ruesink, R., & Heuts, P. H. (1995). The role of fear of movement/(re) injury in pain disability. Journal of Occupational Rehabilitation, 5, 235–252.CrossRefPubMed
go back to reference Wu, S., Mead, G., Macleod, M., & Chalder, T. (2015). Model of understanding fatigue after stroke. Stroke, 46, 893–898.CrossRefPubMed Wu, S., Mead, G., Macleod, M., & Chalder, T. (2015). Model of understanding fatigue after stroke. Stroke, 46, 893–898.CrossRefPubMed
go back to reference Zedlitz, A. M., Rietveld, T. C., Geurts, A. C., & Fasotti, L. (2012). Cognitive and graded activity training can alleviate persistent fatigue after stroke a randomized, controlled trial. Stroke, 43, 1046–1051.CrossRefPubMed Zedlitz, A. M., Rietveld, T. C., Geurts, A. C., & Fasotti, L. (2012). Cognitive and graded activity training can alleviate persistent fatigue after stroke a randomized, controlled trial. Stroke, 43, 1046–1051.CrossRefPubMed
go back to reference Zigmond, A. S., & Snaith, R. P. (1983). The hospital anxiety and depression scale. Acta Psychiatrica Scandinavica, 67, 361–370.CrossRefPubMed Zigmond, A. S., & Snaith, R. P. (1983). The hospital anxiety and depression scale. Acta Psychiatrica Scandinavica, 67, 361–370.CrossRefPubMed
Metagegevens
Titel
Explaining fatigue in multiple sclerosis: cross-validation of a biopsychosocial model
Auteurs
Melloney L. M. Wijenberg
Sven Z. Stapert
Sebastian Köhler
Yvonne Bol
Publicatiedatum
28-05-2016
Uitgeverij
Springer US
Gepubliceerd in
Journal of Behavioral Medicine / Uitgave 5/2016
Print ISSN: 0160-7715
Elektronisch ISSN: 1573-3521
DOI
https://doi.org/10.1007/s10865-016-9749-3

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