Abstract
Purpose
The objective of this study was to identify distinct groups of fatigue trajectories among women with breast cancer and to evaluate whether age, anxiety symptoms, physical activity, and type of treatment were associated with belonging to the most adverse fatigue group.
Methods
Women scheduled for breast cancer surgery at Copenhagen University Hospital, Denmark, were consecutively invited to participate in the study (n = 424), resulting in 290 women included in the analyses. Semiparametric group-based mixture modeling was used to identify distinct trajectories of fatigue assessed the week before surgery and 4 and 8 months later. Logistic regression analysis was used to evaluate differences in the distinct fatigue groups.
Results
Two distinct groups of fatigue trajectories were identified. One group (21 %) had a high mean level, while the second group (79 %) had a low mean level of fatigue throughout the study. In multivariate analyses, sedentary physical activity (OR 5.78; 95 % CI 1.41–23.75), low physical activity (OR 3.17; 95 % CI 1.15–8.74), and increasing anxiety symptoms (OR 1.23; 95 % CI 1.14–1.33) before surgery were significantly associated with being in the high-fatigue group.
Conclusions
The results show that one-fifth of women with breast cancer experience continuously high fatigue up to 8 months after surgery and may have been more anxious and physically inactive. This knowledge is important in targeting interventions to women with fatigue throughout their treatment and who do not return to a low fatigue level with existing treatment, self-management, or support.
Similar content being viewed by others
References
Browall, M., Ahlberg, K., Karlsson, P., Danielson, E., Persson, L. O., & Gaston-Johansson, F. (2008). Health-related quality of life during adjuvant treatment for breast cancer among postmenopausal women. European Journal of Oncology Nursing, 12(3), 180–189.
Hoybye, M. T., Dalton, S. O., Christensen, J., Larsen, L. R., Kuhn, K. G., Jensen, J. N., et al. (2008). Research in Danish cancer rehabilitation: Social characteristics and late effects of cancer among participants in the FOCARE research project. Acta Oncologica, 47(1), 47–55.
Minton, O., & Stone, P. (2008). How common is fatigue in disease-free breast cancer survivors? A systematic review of the literature. Breast Cancer Research and Treatment, 112(1), 5–13.
Bower, J. E., Ganz, P. A., Desmond, K. A., Bernaards, C., Rowland, J. H., Meyerowitz, B. E., et al. (2006). Fatigue in long-term breast carcinoma survivors: A longitudinal investigation. Cancer, 106(4), 751–758.
Dalton, S. O., Bidstrup, P. E., & Johansen, C. (2011). Rehabilitation of cancer patients: Needed, but how? Acta Oncologica, 50(2), 163–166.
Dalton, S. O., & Johansen, C. (2013). New paradigms in planning cancer rehabilitation and survivorship. Acta Oncologica, 52(2), 191–194.
Ryan, J. L., Carroll, J. K., Ryan, E. P., Mustian, K. M., Fiscella, K., & Morrow, G. R. (2007). Mechanisms of cancer-related fatigue. Oncologist, 12(1), 22–34.
Schultz, S. L., Dalton, S. O., Christensen, J., Carlsen, K., Ross, L., & Johansen, C. (2011). Factors correlated with fatigue in breast cancer survivors undergoing a rehabilitation course, Denmark, 2002–2005. Psycho-Oncology, 20(4), 352–360.
Wagner, L. I., & Cella, D. (2004). Fatigue and cancer: Causes, prevalence and treatment approaches. British Journal of Cancer, 91(5), 822–828.
De Jong, N., Candel, M. J., Schouten, H. C., Abu-Saad, H. H., & Courtens, A. M. (2005). Course of mental fatigue and motivation in breast cancer patients receiving adjuvant chemotherapy. Annals of Oncology, 16(3), 372–382.
Merriman, J. D., Jansen, C., Koetters, T., West, C., Dodd, M., Lee, K., et al. (2010). Predictors of the trajectories of self-reported attentional fatigue in women with breast cancer undergoing radiation therapy. Oncology Nursing Forum, 37(4), 423–432.
Barsevick, A., Frost, M., Zwinderman, A., Hall, P., & Halyard, M. (2010). I’m so tired: Biological and genetic mechanisms of cancer-related fatigue. Quality of Life Research, 19, 1419–1427.
Berger, A. M., & Farr, L. (1999). The influence of daytime inactivity and nighttime restlessness on cancer-related fatigue. Oncology Nursing Forum, 26(10), 1663–1671.
Voskuil, D. W., van Nes, J. G., Junggeburt, J. M., van de Velde, C. J., van Leeuwen, F. E., & de Haes, J. C. (2010). Maintenance of physical activity and body weight in relation to subsequent quality of life in postmenopausal breast cancer patients. Annals of Oncology, 21(10), 2094–2101.
De Vries, J., Van der Steeg, A. F., & Roukema, J. A. (2009). Determinants of fatigue 6 and 12 months after surgery in women with early-stage breast cancer: A comparison with women with benign breast problems. Journal of Psychosomatic Research, 66(6), 495–502.
De Vries, J., Van der Steeg, A. F., & Roukema, J. A. (2009). Trait anxiety determines depressive symptoms and fatigue in women with an abnormality in the breast. British Journal of Health Psychology, 14(1), 143–157.
Huang, H. P., Chen, M. L., Liang, J., & Miaskowski, C. (2014). Changes in and predictors of severity of fatigue in women with breast cancer: A longitudinal study. International Journal of Nursing Studies, 51(4), 582–592.
Lockefeer, J. P., & De Vries, J. (2013). What is the relationship between trait anxiety and depressive symptoms, fatigue, and low sleep quality following breast cancer surgery? Psycho-Oncology, 22(5), 1127–1133.
Michielsen, H. J., Van der Steeg, A. F., Roukema, J. A., & De Vries, J. (2007). Personality and fatigue in patients with benign or malignant breast disease. Supportive Care in Cancer, 15(9), 1067–1073.
Van Esch, L., Roukema, J. A., Ernst, M. F., Nieuwenhuijzen, G. A., & De Vries, J. (2012). Combined anxiety and depressive symptoms before diagnosis of breast cancer. Journal of Affective Disorders, 136(3), 895–901.
Donovan, K. A., Small, B. J., Andrykowski, M. A., Munster, P., & Jacobsen, P. B. (2007). Utility of a cognitive-behavioral model to predict fatigue following breast cancer treatment. Health Psychology, 26(4), 464–472.
Bidstrup, P. E., Mertz, B. G., Dalton, S. O., Deltour, I., Kroman, N., Kehlet, H., et al. (2012). Accuracy of the Danish version of the ‘distress thermometer’. Psycho-Oncology, 21(4), 436–443.
Moller, S., Jensen, M. B., Ejlertsen, B., Bjerre, K. D., Larsen, M., Hansen, H. B., et al. (2008). The clinical database and the treatment guidelines of the Danish Breast Cancer Cooperative Group (DBCG); its 30-years experience and future promise. Acta Oncologica, 47(4), 506–524.
Cella, D. (2007). The Functional Assessment of Chronic Illness Therapy Fatigue (FACIT-F) Scale: Summary of development and validation: June 27, 2007 update. 1–24. FACIT.org; Elmhurst, IL.
Yellen, S. B., Cella, D. F., Webster, K., Blendowski, C., & Kaplan, E. (1997). Measuring fatigue and other anemia-related symptoms with the Functional Assessment of Cancer Therapy (FACT) measurement system. Journal of Pain and Symptom Management, 13(2), 63–74.
Mallinson, T., Cella, D., Cashy, J., & Holzner, B. (2006). Giving meaning to measure: Linking self-reported fatigue and function to performance of everyday activities. Journal of Pain and Symptom Management, 31(3), 229–241.
Cella, D. (1997). The Functional Assessment of Cancer Therapy-Anemia (FACT-An) Scale: A new tool for the assessment of outcomes in cancer anemia and fatigue. Seminars in Hematology, 34(3 Suppl 2), 13–19.
Mitchell, A. J., Meader, N., & Symonds, P. (2010). Diagnostic validity of the Hospital Anxiety and Depression Scale (HADS) in cancer and palliative settings: A meta-analysis. Journal of Affective Disorders, 126(3), 335–348.
Zigmond, A. S., & Snaith, R. P. (1983). The hospital anxiety and depression scale. Acta Psychiatrica Scandinavica, 67(6), 361–370.
Moorey, S., Greer, S., Watson, M., Gorman, C., Rowden, L., Tunmore, R., et al. (1991). The factor structure and factor stability of the hospital anxiety and depression scale in patients with cancer. British Journal of Psychiatry, 158, 255–259.
Saltin, B., & Grimby, G. (1968). Physiological analysis of middle-aged and old former athletes. Comparison with still active athletes of the same ages. Circulation, 38(6), 1104–1115.
Jørgensen, M. E., & Rosenlund, M. (2005). National monitorering af den officielle anbefaling om fysisk aktivitet [National Monitoring of the Official Recommendation about Physical Activity]. Copenhagen: National Institute of Public Health, University of Southern Denmark.
Jones, B. L., Nagin, D. S., & Roeder, K. (2001). A SAS procedure based on mixture models for estimating development trajectories. Sociological Methods & Research, 29(3), 374–393.
Nagin, D. S. (2005). Group-based modeling of development. Cambridge: Havard University Press.
Nagin, D. S. (1999). Analysing developmental trajectories: A semiparametric, group-based approach. Psychological Methods, 4(2), 139–157.
Kluthcovsky, A. C. G. C., Urbanetz, A. A., de Carvalho, D. S., Maluf, E. M. P., Sylvestre, G. C. S., & Hatschbach, S. B. B. (2012). Fatigue after treatment in breast cancer survivors: Prevalence, determinants and impact on health-related quality of life. Supportive Care in Cancer, 20, 1901–1909.
Courtier, N., Gambling, T., Enright, S., Barrett-Lee, P., Abraham, J., & Mason, M. D. (2013). Psychological and immunological characteristics of fatigued women undergoing radiotherapy for early-stage breast cancer. Supportive Care in Cancer, 21(1), 173–181.
Servaes, P., Gielissen, M. F., Verhagen, S., & Bleijenberg, G. (2007). The course of severe fatigue in disease-free breast cancer patients: A longitudinal study. Psycho-Oncology, 16(9), 787–795.
Danish Breast Cancer Cooperative Group. (2012). www.dbcg.dk. Accessed 27 February 2012.
Goldstein, D., Bennett, B., Friedlander, M., Davenport, T., Hickie, I., & Lloyd, A. (2006). Fatigue states after cancer treatment occur both in association with, and independent of, mood disorder: A longitudinal study. BMC Cancer, 6, 240. doi:10.1186/1471-2407-6-240.
Goedendorp, M. M., Andrykowski, M. A., Donovan, K. A., Jim, H. S., Phillips, K. M., Small, B. J., et al. (2012). Prolonged impact of chemotherapy on fatigue in breast cancer survivors: A longitudinal comparison with radiotherapy-treated breast cancer survivors and noncancer controls. Cancer, 118(15), 3833–3841.
Bower, J. E. (2008). Behavioral symptoms in patients with breast cancer and survivors. Journal of Clinical Oncology, 26(5), 768–777.
Acknowledgments
This research was supported by the Nordic Cancer Union and the committee for Psychosocial Cancer Research at the Danish Cancer Society.
Conflict of interest
There are no conflicts of interest.
Ethical standard
The study was approved by the Danish Data Protection Agency. Approval by ethical review board was not necessary for this study, as no biological samples were obtained. All persons gave their informed consent prior to their inclusion in the study.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Bødtcher, H., Bidstrup, P.E., Andersen, I. et al. Fatigue trajectories during the first 8 months after breast cancer diagnosis. Qual Life Res 24, 2671–2679 (2015). https://doi.org/10.1007/s11136-015-1000-0
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11136-015-1000-0