Skip to main content
Erschienen in: Quality of Life Research 1/2013

01.02.2013

Clinical dimensions of fibromyalgia symptoms and development of a combined index of severity: The CODI index

verfasst von: Antonio Cuesta-Vargas, Juan V. Luciano, Maria Teresa Peñarrubia-María, Javier García-Campayo, Rita Fernández-Vergel, Manuel Arroyo-Morales, Antoni Serrano-Blanco, The FibroQoL Study Group

Erschienen in: Quality of Life Research | Ausgabe 1/2013

Einloggen, um Zugang zu erhalten

Abstract

Background

Although a large body of work indicates that fibromyalgia (FM) is not a discrete entity, few studies have attempted to classify the heterogeneity of FM symptoms. The objectives of the present study were to confirm the existence of two latent dimensions underlying FM symptoms (Core-FM symptoms and Distress) by means of factor analysis techniques, and to develop and validate a new combined index of symptom severity (the CODI).

Methods

We analyzed and combined the baseline scores on six visual analog scales of the FIQ (pain, general fatigue, morning fatigue, stiffness, anxiety, and depression) and on the STAI-T (trait anxiety) of 216 Spanish patients diagnosed with FM (97.7% women) who were participating in a randomized, controlled trial.

Results

The principal component analysis indicated the presence of two correlated factors (labeled as Core-FM symptoms and Distress) that explained 64% of total variance. The subsequent confirmatory factor analysis yielded more empirical support for the two-factor model than the one-factor model (all items loading on one latent dimension). The two factors possessed adequate internal consistency and construct validity given the pattern of significant correlations with the Euroqol items. The Core-FM dimension had a stronger relationship with mobility, self-care, usual activities, and pain/discomfort than with anxiety/depression, whereas the Distress dimension showed the opposite pattern. Finally, summing the standardized scores of the two dimensions, a new combined index of symptom severity (the CODI) was developed.

Conclusion

The clinical implications and utility of the CODI are discussed in relation to previous research on FM.
Literatur
1.
Zurück zum Zitat Wolfe, F., Smythe, H. A., Yunus, M. B., et al. (1990). The American College of rheumatology 1990 criteria for the classification of fibromyalgia. Report of the Multicentre Criteria Committee. Arthritis and Rheumatism, 33, 160–172.PubMedCrossRef Wolfe, F., Smythe, H. A., Yunus, M. B., et al. (1990). The American College of rheumatology 1990 criteria for the classification of fibromyalgia. Report of the Multicentre Criteria Committee. Arthritis and Rheumatism, 33, 160–172.PubMedCrossRef
2.
Zurück zum Zitat Burckhardt, C. S., Clark, S. R., & Bennett, R. M. (1991). The Fibromyalgia Impact Questionnaire: Development and validation. Journal of Rheumatology, 18, 728–733.PubMed Burckhardt, C. S., Clark, S. R., & Bennett, R. M. (1991). The Fibromyalgia Impact Questionnaire: Development and validation. Journal of Rheumatology, 18, 728–733.PubMed
3.
Zurück zum Zitat Clauw, D. J., & Crofford, L. J. (2003). Chronic widespread pain and fibromyalgia: What we know, and what we need to know. Best Practice & Research Clinical Rheumatology, 17, 685–701.CrossRef Clauw, D. J., & Crofford, L. J. (2003). Chronic widespread pain and fibromyalgia: What we know, and what we need to know. Best Practice & Research Clinical Rheumatology, 17, 685–701.CrossRef
4.
Zurück zum Zitat Nampiaparampil, D. E., & Shmerling, R. E. (2004). A review of fibromyalgia. American Journal of Management Care, 10, 794–800. Nampiaparampil, D. E., & Shmerling, R. E. (2004). A review of fibromyalgia. American Journal of Management Care, 10, 794–800.
5.
Zurück zum Zitat Turk, D. C., Okifuji, A., Sinclair, J. D., & Starz, T. W. (1996). Pain, disability, and physical functioning in subgroups of patients with Fibromyalgia. Journal of Rheumatology, 23, 1255–1262.PubMed Turk, D. C., Okifuji, A., Sinclair, J. D., & Starz, T. W. (1996). Pain, disability, and physical functioning in subgroups of patients with Fibromyalgia. Journal of Rheumatology, 23, 1255–1262.PubMed
6.
Zurück zum Zitat Naschitz, J. E., Rozenbaum, M., Rosner, I., Sabo, E., Priselac, R. M., Shaviv, N., et al. (2001). Cardiovascular response to upright tilt in fibromyalgia differs from that in chronic fatigue syndrome. Journal of Rheumatology, 28, 1356–1360.PubMed Naschitz, J. E., Rozenbaum, M., Rosner, I., Sabo, E., Priselac, R. M., Shaviv, N., et al. (2001). Cardiovascular response to upright tilt in fibromyalgia differs from that in chronic fatigue syndrome. Journal of Rheumatology, 28, 1356–1360.PubMed
7.
Zurück zum Zitat Hurtig, I. M., Raak, R. I., Kendall, S. A., Gerdle, B., & Wahren, L. K. (2001). Quantitative sensory testing in fibromyalgia patients and in healthy subjects: Identification of subgroups. Clinical Journal of Pain, 17, 316–322.PubMedCrossRef Hurtig, I. M., Raak, R. I., Kendall, S. A., Gerdle, B., & Wahren, L. K. (2001). Quantitative sensory testing in fibromyalgia patients and in healthy subjects: Identification of subgroups. Clinical Journal of Pain, 17, 316–322.PubMedCrossRef
8.
Zurück zum Zitat Rutlegde, D. N., Mouttapa, M., & Wood, P. B. (2009). Symptom clusters in fibromyalgia: Potential utility in patient assessment and treatment evaluation. Nursing Research, 58, 359–367.CrossRef Rutlegde, D. N., Mouttapa, M., & Wood, P. B. (2009). Symptom clusters in fibromyalgia: Potential utility in patient assessment and treatment evaluation. Nursing Research, 58, 359–367.CrossRef
9.
Zurück zum Zitat Wilson, H., Starz, T. W., Robinson, J. P., & Turk, D. C. (2009). Heterogeneity within the fibromyalgia population: Theoretical implications of variable tender point severity ratings. Journal of Rheumatology, 36, 2795–2801.PubMedCrossRef Wilson, H., Starz, T. W., Robinson, J. P., & Turk, D. C. (2009). Heterogeneity within the fibromyalgia population: Theoretical implications of variable tender point severity ratings. Journal of Rheumatology, 36, 2795–2801.PubMedCrossRef
10.
Zurück zum Zitat de Souza, J. B., Philippe, G., Vaux, P. G., Julien, N., Potvin, S., Charest, J., et al. (2009). Fibromyalgia subgroups: Profiling distinct subgroups using the Fibromyalgia Impact Questionnaire. A preliminary study. Rheumatology International, 29, 509–515.PubMedCrossRef de Souza, J. B., Philippe, G., Vaux, P. G., Julien, N., Potvin, S., Charest, J., et al. (2009). Fibromyalgia subgroups: Profiling distinct subgroups using the Fibromyalgia Impact Questionnaire. A preliminary study. Rheumatology International, 29, 509–515.PubMedCrossRef
11.
Zurück zum Zitat Calandre, E. P., Garcia-Carrillo, J, Garcia-Leiva, J. M., Rico-Villademoros, F., Molina-Barea, R., & Rodriguez-Lopez, C. M. (2010). Subgrouping patients with fibromyalgia according to the results of the Fibromyalgia Impact Questionnaire: A replication study. Rheumatology International 2010 May 20. [Epub ahead of print]. Calandre, E. P., Garcia-Carrillo, J, Garcia-Leiva, J. M., Rico-Villademoros, F., Molina-Barea, R., & Rodriguez-Lopez, C. M. (2010). Subgrouping patients with fibromyalgia according to the results of the Fibromyalgia Impact Questionnaire: A replication study. Rheumatology International 2010 May 20. [Epub ahead of print].
12.
Zurück zum Zitat Stratz, T., Varga, B., & Muller, W. (2003). The influence of depression on the effect of Tropisetron in the therapy of fibromyalgia. Zeitschrift fur Rheumatologie, 62, 42–45.PubMedCrossRef Stratz, T., Varga, B., & Muller, W. (2003). The influence of depression on the effect of Tropisetron in the therapy of fibromyalgia. Zeitschrift fur Rheumatologie, 62, 42–45.PubMedCrossRef
13.
Zurück zum Zitat Grossman, P., Tiefenthaler-Gilmer, U., Raysz, A., & Kesper, U. (2007). Mindfulness training as an intervention for fibromyalgia: Evidence of postintervention and 3-year follow-up benefits in well-being. Psychotherapy and Psychosomatics, 76, 226–233.PubMedCrossRef Grossman, P., Tiefenthaler-Gilmer, U., Raysz, A., & Kesper, U. (2007). Mindfulness training as an intervention for fibromyalgia: Evidence of postintervention and 3-year follow-up benefits in well-being. Psychotherapy and Psychosomatics, 76, 226–233.PubMedCrossRef
14.
Zurück zum Zitat Thorn, B. E., Boothby, J. L., & Sullivan, M. J. L. (2002). Targeted treatment of catastrophizing for the management of chronic pain. Cognitive and Behavioral Practice, 29, 127–138.CrossRef Thorn, B. E., Boothby, J. L., & Sullivan, M. J. L. (2002). Targeted treatment of catastrophizing for the management of chronic pain. Cognitive and Behavioral Practice, 29, 127–138.CrossRef
15.
Zurück zum Zitat Luciano, J. V., Martínez, N., Peñarrubia-María, M. T., Fernández-Vergel, R., García-Campayo, J., Verduras, C., et al. (2011). Effectiveness of a psychoeducational treatment program implemented in general practice for fibromyalgia patients: A randomised controlled trial. Clinical Journal of Pain, 27, 383–391.PubMedCrossRef Luciano, J. V., Martínez, N., Peñarrubia-María, M. T., Fernández-Vergel, R., García-Campayo, J., Verduras, C., et al. (2011). Effectiveness of a psychoeducational treatment program implemented in general practice for fibromyalgia patients: A randomised controlled trial. Clinical Journal of Pain, 27, 383–391.PubMedCrossRef
16.
Zurück zum Zitat Fernández, R., Peñarrubia, M. T., Luciano, J. V., Blanco, M. E., Jiménez, M., Montesano, A., et al. (2008). Effectiveness of a psycho-educational programme for improving quality of life of fibromyalgia patients. BMC Musculoskeletal Disorder, 9, 2.CrossRef Fernández, R., Peñarrubia, M. T., Luciano, J. V., Blanco, M. E., Jiménez, M., Montesano, A., et al. (2008). Effectiveness of a psycho-educational programme for improving quality of life of fibromyalgia patients. BMC Musculoskeletal Disorder, 9, 2.CrossRef
17.
Zurück zum Zitat World Health Organisation (WHO). (2002). Innovative care for chronic conditions: Building blocks for action. Geneva. World Health Organisation (WHO). (2002). Innovative care for chronic conditions: Building blocks for action. Geneva.
18.
Zurück zum Zitat Rivera, J., & González, T. (2004). The Fibromyalgia Impact Questionnaire: A validated Spanish version to assess the health status in women with fibromyalgia. Clinical and Experimental Rheumatology, 22, 554–560.PubMed Rivera, J., & González, T. (2004). The Fibromyalgia Impact Questionnaire: A validated Spanish version to assess the health status in women with fibromyalgia. Clinical and Experimental Rheumatology, 22, 554–560.PubMed
19.
Zurück zum Zitat Spielberger, C. D., Gorsuch, R. L., Lushene, R. E., Vagg, R. E., & Jacobs, G. A. (1983). Manual for the state-trait anxiety inventory. Palo Alto, CA: Consulting Psychologists Press. Spielberger, C. D., Gorsuch, R. L., Lushene, R. E., Vagg, R. E., & Jacobs, G. A. (1983). Manual for the state-trait anxiety inventory. Palo Alto, CA: Consulting Psychologists Press.
20.
Zurück zum Zitat Badía, X., Roset, M., Montserrat, S., Herdman, M., & Segura, A. (1999). Spanish version of EuroQoL: Description and applications. Clinical Medicin, 112, 79–86. Badía, X., Roset, M., Montserrat, S., Herdman, M., & Segura, A. (1999). Spanish version of EuroQoL: Description and applications. Clinical Medicin, 112, 79–86.
21.
Zurück zum Zitat Badia, X., Schiaffino, A., Alonso, J., & Herdman, M. (1998). Using the EuroQoI 5-D in the Catalan general population: Feasibility and construct validity. Quality of Life Research, 7, 311–322.PubMedCrossRef Badia, X., Schiaffino, A., Alonso, J., & Herdman, M. (1998). Using the EuroQoI 5-D in the Catalan general population: Feasibility and construct validity. Quality of Life Research, 7, 311–322.PubMedCrossRef
22.
Zurück zum Zitat Kaiser, H. F. (1974). Analysis of factorial simplicity. Psychometrika, 39, 31–36.CrossRef Kaiser, H. F. (1974). Analysis of factorial simplicity. Psychometrika, 39, 31–36.CrossRef
23.
Zurück zum Zitat Bartlett, M. S. (1954). A note on the multiplying factors for various Chi-square approximations. Journal of the Royal Statistical Society: Series B, 16, 296–298. Bartlett, M. S. (1954). A note on the multiplying factors for various Chi-square approximations. Journal of the Royal Statistical Society: Series B, 16, 296–298.
24.
Zurück zum Zitat Jöreskog, K. G., Sörbom, D. (2007). LISREL 8.80. Chicago, IL: Scientific Software International, Inc. Jöreskog, K. G., Sörbom, D. (2007). LISREL 8.80. Chicago, IL: Scientific Software International, Inc.
25.
Zurück zum Zitat Schumacher, R. E., & Lomax, R. G. (1996). A beginner’s guide to structural equation modeling. Mahwah, NJ: Lawrence Erlbaum. Schumacher, R. E., & Lomax, R. G. (1996). A beginner’s guide to structural equation modeling. Mahwah, NJ: Lawrence Erlbaum.
26.
Zurück zum Zitat McDonald, R. P., & Marsh, H. W. (1990). Choosing a multivariate model: Noncentrality and goodness of fit. Psychological Bulletin, 107, 247–255.CrossRef McDonald, R. P., & Marsh, H. W. (1990). Choosing a multivariate model: Noncentrality and goodness of fit. Psychological Bulletin, 107, 247–255.CrossRef
27.
Zurück zum Zitat Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). New York, NY: Academia Press. Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). New York, NY: Academia Press.
28.
Zurück zum Zitat Metz, C. E. (1978). Basic principles of ROC analysis. Seminars in Nuclear Medicine, 8, 283–298.PubMedCrossRef Metz, C. E. (1978). Basic principles of ROC analysis. Seminars in Nuclear Medicine, 8, 283–298.PubMedCrossRef
29.
Zurück zum Zitat Bennett, R. (2005). The Fibromyalgia Impact Questionnaire (FIQ): A review of its development, current version, operating characteristics and uses. Clinical and Experimental Rheumatology, 23(Suppl. 39), S154–S162.PubMed Bennett, R. (2005). The Fibromyalgia Impact Questionnaire (FIQ): A review of its development, current version, operating characteristics and uses. Clinical and Experimental Rheumatology, 23(Suppl. 39), S154–S162.PubMed
30.
Zurück zum Zitat Hadjistavropoulus, H. D., Asmundson, G. J. G., & Kowalyk, K. M. (2004). Measures of anxiety: Is there a difference in their ability to predict functioning at three-month follow-up among pain patients? European Journal of Pain, 8, 1–11.CrossRef Hadjistavropoulus, H. D., Asmundson, G. J. G., & Kowalyk, K. M. (2004). Measures of anxiety: Is there a difference in their ability to predict functioning at three-month follow-up among pain patients? European Journal of Pain, 8, 1–11.CrossRef
31.
Zurück zum Zitat Keedwell, P., & Snaith, R. P. (1996). What do anxiety scales measure? Acta Psychiatrica Scandinavica, 93, 177–180.PubMedCrossRef Keedwell, P., & Snaith, R. P. (1996). What do anxiety scales measure? Acta Psychiatrica Scandinavica, 93, 177–180.PubMedCrossRef
32.
Zurück zum Zitat Vallejo, M. A., Rivera, J., Esteve-Vives, J., & Group, I. C. A. F. (2010). Development of a self-reporting tool to obtain a combined index of severity of fibromyalgia (ICAF). Health Qual Life Outcomes, 8, 2.PubMedCrossRef Vallejo, M. A., Rivera, J., Esteve-Vives, J., & Group, I. C. A. F. (2010). Development of a self-reporting tool to obtain a combined index of severity of fibromyalgia (ICAF). Health Qual Life Outcomes, 8, 2.PubMedCrossRef
33.
Zurück zum Zitat Mas, A. J., Carmona, L., Valverde, M., & Ribas, B. (2008). Prevalence and impact of fibromyalgia on function and quality of life in individuals from the general population: Results from a nationwide study in Spain. Clinical and Experimental Rheumatology, 26, 519–526.PubMed Mas, A. J., Carmona, L., Valverde, M., & Ribas, B. (2008). Prevalence and impact of fibromyalgia on function and quality of life in individuals from the general population: Results from a nationwide study in Spain. Clinical and Experimental Rheumatology, 26, 519–526.PubMed
34.
Zurück zum Zitat Kass, R. A., & Tinsley, H. E. A. (1979). Factor analysis. Journal of Leisure Research, 11, 120–138. Kass, R. A., & Tinsley, H. E. A. (1979). Factor analysis. Journal of Leisure Research, 11, 120–138.
35.
Zurück zum Zitat Sullivan, M. J. L., Bishop, S. R., & Pivik, J. (1995). The Pain Catastrophising Scale: Development and validation. Psychological Assessment, 7, 524–532.CrossRef Sullivan, M. J. L., Bishop, S. R., & Pivik, J. (1995). The Pain Catastrophising Scale: Development and validation. Psychological Assessment, 7, 524–532.CrossRef
Metadaten
Titel
Clinical dimensions of fibromyalgia symptoms and development of a combined index of severity: The CODI index
verfasst von
Antonio Cuesta-Vargas
Juan V. Luciano
Maria Teresa Peñarrubia-María
Javier García-Campayo
Rita Fernández-Vergel
Manuel Arroyo-Morales
Antoni Serrano-Blanco
The FibroQoL Study Group
Publikationsdatum
01.02.2013
Verlag
Springer Netherlands
Erschienen in
Quality of Life Research / Ausgabe 1/2013
Print ISSN: 0962-9343
Elektronische ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-012-0134-6

Weitere Artikel der Ausgabe 1/2013

Quality of Life Research 1/2013 Zur Ausgabe