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Published in: Supportive Care in Cancer 11/2015

Open Access 01-11-2015 | Original Article

The course of fatigue and its correlates in colorectal cancer survivors: a prospective cohort study of the PROFILES registry

Authors: Olga Husson, Floortje Mols, Lonneke V. van de Poll-Franse, Melissa S. Y. Thong

Published in: Supportive Care in Cancer | Issue 11/2015

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Abstract

Purpose

Colorectal cancer (CRC) survivors who remain fatigued during long-term follow-up are at risk for worse health outcomes and need relevant interventions most. The aim of this study is to prospectively assess cancer-related fatigue (CRF) and four categories of CRF correlates (clinical characteristics, demographic characteristics, behavior/well-being, functional status).

Methods

CRC survivors diagnosed between 2000 and 2009, as registered in the population-based Eindhoven Cancer Registry, completed the Fatigue Assessment Scale at three annual time points. Linear mixed models were used to assess the course of CRF and identify its correlates.

Results

CRF levels were relatively stable over time. Being female, young (≤65 years of age), and single; having a low educational level; treatment with chemotherapy; and having one or more comorbid conditions were associated with higher CRF scores. Years since diagnosis, radiotherapy, and disease stage were not related to CRF over time.
Significant between- and within-subject effects were found for all well-being factors (social, emotional, and cognitive functioning, and global quality of life), symptoms (anxiety, depression, pain, and insomnia), and functional status (physical and role functioning, physical activity levels) in relation to CRF.
The differences in CRF levels could, for a large part, be attributed to differences in behavior/well-being (59 %), functional status (37 %), and, to a lesser extent, to sociodemographic (4 %) and clinical characteristics (8 %).

Conclusion

This study showed that sociodemographic and clinical factors were associated with CRF levels over time among CRC survivors; however, behavior/well-being and functional status explained a larger part of the variance in levels of CRF.
Literature
1.
go back to reference Siegel R, Desantis C, Jemal A (2014) Colorectal cancer statistics, 2014. CA Cancer J Clin 64:104–117CrossRefPubMed Siegel R, Desantis C, Jemal A (2014) Colorectal cancer statistics, 2014. CA Cancer J Clin 64:104–117CrossRefPubMed
2.
go back to reference Meulepas JM, Kiemeney LALM, Benraadt J (2011) Cancer in The Netherlands until 2020. Trends and prognoses (Kanker in Nederland Tot 2020: Trends En Prognoses). Kanker in Nederland Tot 2020: Trends En PrognosesSignaleringscommissie Kanker van KWF Kankerbestrijding, Vereniging van Integrale Kankercentra, Amsterdam, the Netherlands, 39 Meulepas JM, Kiemeney LALM, Benraadt J (2011) Cancer in The Netherlands until 2020. Trends and prognoses (Kanker in Nederland Tot 2020: Trends En Prognoses). Kanker in Nederland Tot 2020: Trends En PrognosesSignaleringscommissie Kanker van KWF Kankerbestrijding, Vereniging van Integrale Kankercentra, Amsterdam, the Netherlands, 39
4.
go back to reference Berger AM, Abernethy AP, Atkinson A et al (2010) Cancer-related fatigue. J Natl Compr Cancer Netw 8:904–931 Berger AM, Abernethy AP, Atkinson A et al (2010) Cancer-related fatigue. J Natl Compr Cancer Netw 8:904–931
5.
go back to reference Servaes P, Verhagen C, Bleijenberg G (2002) Fatigue in cancer patients during and after treatment: prevalence, correlates and interventions. Eur J Cancer 38:27–43CrossRefPubMed Servaes P, Verhagen C, Bleijenberg G (2002) Fatigue in cancer patients during and after treatment: prevalence, correlates and interventions. Eur J Cancer 38:27–43CrossRefPubMed
6.
go back to reference Thong MSY, Mols F, Wang XS et al (2013) Quantifying fatigue in (long-term) colorectal cancer survivors: a study from the population-based patient reported outcomes following initial treatment and long term evaluation of survivorship registry. Eur J Cancer 49:1957–1966PubMedCentralCrossRefPubMed Thong MSY, Mols F, Wang XS et al (2013) Quantifying fatigue in (long-term) colorectal cancer survivors: a study from the population-based patient reported outcomes following initial treatment and long term evaluation of survivorship registry. Eur J Cancer 49:1957–1966PubMedCentralCrossRefPubMed
7.
go back to reference Hofman M, Ryan JL, Figueroa-Moseley CD et al (2007) Cancer-related fatigue: the scale of the problem. Oncologist 12(Suppl 1):4–10CrossRefPubMed Hofman M, Ryan JL, Figueroa-Moseley CD et al (2007) Cancer-related fatigue: the scale of the problem. Oncologist 12(Suppl 1):4–10CrossRefPubMed
8.
go back to reference Barsevick AM, Irwin MR, Hinds P et al (2013) Recommendations for high-priority research on cancer-related fatigue in children and adults. J Natl Cancer Inst 105:1432–1440PubMedCentralCrossRefPubMed Barsevick AM, Irwin MR, Hinds P et al (2013) Recommendations for high-priority research on cancer-related fatigue in children and adults. J Natl Cancer Inst 105:1432–1440PubMedCentralCrossRefPubMed
9.
go back to reference van de Poll-Franse LV, Horevoorts N, Eenbergen MV et al (2011) The patient reported outcomes following initial treatment and long term evaluation of survivorship registry: scope, rationale and design of an infrastructure for the study of physical and psychosocial outcomes in cancer survivorship cohorts. Eur J Cancer 47:2188–94CrossRefPubMed van de Poll-Franse LV, Horevoorts N, Eenbergen MV et al (2011) The patient reported outcomes following initial treatment and long term evaluation of survivorship registry: scope, rationale and design of an infrastructure for the study of physical and psychosocial outcomes in cancer survivorship cohorts. Eur J Cancer 47:2188–94CrossRefPubMed
10.
go back to reference Michielsen HJ, Drent M, Peros-Golubicic T, De Vries J (2006) Fatigue is associated with quality of life in sarcoidosis patients. Chest 130:989–994CrossRefPubMed Michielsen HJ, Drent M, Peros-Golubicic T, De Vries J (2006) Fatigue is associated with quality of life in sarcoidosis patients. Chest 130:989–994CrossRefPubMed
11.
go back to reference Michielsen HJ, De Vries J, Van Heck GL (2003) Psychometric qualities of a brief self-rated fatigue measure: the fatigue assessment scale. J Psychosom Res 54:345–352CrossRefPubMed Michielsen HJ, De Vries J, Van Heck GL (2003) Psychometric qualities of a brief self-rated fatigue measure: the fatigue assessment scale. J Psychosom Res 54:345–352CrossRefPubMed
12.
go back to reference Sangha O, Stucki G, Liang MH et al (2003) The self-Administered Comorbidity Questionnaire: a new method to assess comorbidity for clinical and health services research. Arthritis Rheum 49:156–163CrossRefPubMed Sangha O, Stucki G, Liang MH et al (2003) The self-Administered Comorbidity Questionnaire: a new method to assess comorbidity for clinical and health services research. Arthritis Rheum 49:156–163CrossRefPubMed
13.
go back to reference Aaronson NK, Ahmedzai S, Bergman B et al (1993) The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst 85:365–376CrossRefPubMed Aaronson NK, Ahmedzai S, Bergman B et al (1993) The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst 85:365–376CrossRefPubMed
14.
go back to reference Zigmond AS, Snaith RP (1983) The hospital anxiety and depression scale. Acta Psychiatr Scand 67:361–370CrossRefPubMed Zigmond AS, Snaith RP (1983) The hospital anxiety and depression scale. Acta Psychiatr Scand 67:361–370CrossRefPubMed
15.
go back to reference Pols MA, Peeters PH, Ocke MC et al (1997) Estimation of reproducibility and relative validity of the questions included in the EPIC Physical Activity Questionnaire. Int J Epidemiol 26(Suppl 1):S181–189CrossRefPubMed Pols MA, Peeters PH, Ocke MC et al (1997) Estimation of reproducibility and relative validity of the questions included in the EPIC Physical Activity Questionnaire. Int J Epidemiol 26(Suppl 1):S181–189CrossRefPubMed
16.
go back to reference Ainsworth BE, Haskell WL, Leon AS et al (1993) Compendium of physical activities: classification of energy costs of human physical activities. Med Sci Sports Exerc 25:71–80CrossRefPubMed Ainsworth BE, Haskell WL, Leon AS et al (1993) Compendium of physical activities: classification of energy costs of human physical activities. Med Sci Sports Exerc 25:71–80CrossRefPubMed
17.
go back to reference Ainsworth BE, Haskell WL, Whitt MC et al (2000) Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc 32:S498–504CrossRefPubMed Ainsworth BE, Haskell WL, Whitt MC et al (2000) Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc 32:S498–504CrossRefPubMed
18.
go back to reference Hedeker DR, Gibbons RD (2006) Longitudinal data analysis. Chapter 6. Wiley, Hoboken Hedeker DR, Gibbons RD (2006) Longitudinal data analysis. Chapter 6. Wiley, Hoboken
19.
go back to reference Cohen J, Cohen P, West SG, Aiken LS (2003) Applied multiple regression/correlation analysis for the behavioral sciences. Chapter 7. Erlbaum, Mahwah Cohen J, Cohen P, West SG, Aiken LS (2003) Applied multiple regression/correlation analysis for the behavioral sciences. Chapter 7. Erlbaum, Mahwah
20.
go back to reference Jansen L, Herrmann A, Stegmaier C et al (2011) Health-related quality of life during the 10 years after diagnosis of colorectal cancer: a population-based study. J Clin Oncol 29:3263–3269CrossRefPubMed Jansen L, Herrmann A, Stegmaier C et al (2011) Health-related quality of life during the 10 years after diagnosis of colorectal cancer: a population-based study. J Clin Oncol 29:3263–3269CrossRefPubMed
21.
go back to reference Baldwin CM, Grant M, Wendel C et al (2009) Gender differences in sleep disruption and fatigue on quality of life among persons with ostomies. J Clin Sleep Med 5:335–343PubMedCentralPubMed Baldwin CM, Grant M, Wendel C et al (2009) Gender differences in sleep disruption and fatigue on quality of life among persons with ostomies. J Clin Sleep Med 5:335–343PubMedCentralPubMed
22.
go back to reference Wu H-S, Harden JK (2015) Symptom burden and quality of life in survivorship: a review of the literature. Cancer Nurs 38:E29–54CrossRefPubMed Wu H-S, Harden JK (2015) Symptom burden and quality of life in survivorship: a review of the literature. Cancer Nurs 38:E29–54CrossRefPubMed
23.
go back to reference Soares A, Biasoli I, Scheliga A et al (2013) Association of social network and social support with health-related quality of life and fatigue in long-term survivors of Hodgkin lymphoma. Support Care Cancer 21:2153–2159CrossRefPubMed Soares A, Biasoli I, Scheliga A et al (2013) Association of social network and social support with health-related quality of life and fatigue in long-term survivors of Hodgkin lymphoma. Support Care Cancer 21:2153–2159CrossRefPubMed
24.
go back to reference Goedendorp MM, Andrykowski MA, Donovan KA 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 118:3833–3841PubMedCentralCrossRefPubMed Goedendorp MM, Andrykowski MA, Donovan KA 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 118:3833–3841PubMedCentralCrossRefPubMed
25.
go back to reference Barbera L, Seow H, Howell D et al (2010) Symptom burden and performance status in a population-based cohort of ambulatory cancer patients. Cancer 116:5767–5776CrossRefPubMed Barbera L, Seow H, Howell D et al (2010) Symptom burden and performance status in a population-based cohort of ambulatory cancer patients. Cancer 116:5767–5776CrossRefPubMed
26.
go back to reference Vissers PAJ, Thong MS, Pouwer F et al (2013) The impact of comorbidity on Health-Related Quality of Life among cancer survivors: analyses of data from the PROFILES registry. J Cancer Surviv 7:607–13CrossRef Vissers PAJ, Thong MS, Pouwer F et al (2013) The impact of comorbidity on Health-Related Quality of Life among cancer survivors: analyses of data from the PROFILES registry. J Cancer Surviv 7:607–13CrossRef
27.
go back to reference Seo Y, Oh H, Seo W (2010) Causal relationships among factors associated with cancer-related fatigue. Eur J Oncol Nurs 14:380–386CrossRefPubMed Seo Y, Oh H, Seo W (2010) Causal relationships among factors associated with cancer-related fatigue. Eur J Oncol Nurs 14:380–386CrossRefPubMed
28.
go back to reference Bower JE, Lamkin DM (2013) Inflammation and cancer-related fatigue: mechanisms, contributing factors, and treatment implications. Brain Behav Immun 30(Suppl):S48–57PubMedCentralCrossRefPubMed Bower JE, Lamkin DM (2013) Inflammation and cancer-related fatigue: mechanisms, contributing factors, and treatment implications. Brain Behav Immun 30(Suppl):S48–57PubMedCentralCrossRefPubMed
29.
go back to reference Duijts SF, Faber MM, Oldenburg HS et al (2011) Effectiveness of behavioral techniques and physical exercise on psychosocial functioning and health-related quality of life in breast cancer patients and survivors–a meta-analysis. Psychooncology 20:115–126CrossRefPubMed Duijts SF, Faber MM, Oldenburg HS et al (2011) Effectiveness of behavioral techniques and physical exercise on psychosocial functioning and health-related quality of life in breast cancer patients and survivors–a meta-analysis. Psychooncology 20:115–126CrossRefPubMed
30.
go back to reference Jacobsen PB, Donovan KA, Vadaparampil ST, Small BJ (2007) Systematic review and meta-analysis of psychological and activity-based interventions for cancer-related fatigue. Health Psychol 26:660–667PubMedCentralCrossRefPubMed Jacobsen PB, Donovan KA, Vadaparampil ST, Small BJ (2007) Systematic review and meta-analysis of psychological and activity-based interventions for cancer-related fatigue. Health Psychol 26:660–667PubMedCentralCrossRefPubMed
31.
go back to reference Kangas M, Bovbjerg DH, Montgomery GH (2008) Cancer-related fatigue: a systematic and meta-analytic review of non-pharmacological therapies for cancer patients. Psychol Bull 134:700–741CrossRefPubMed Kangas M, Bovbjerg DH, Montgomery GH (2008) Cancer-related fatigue: a systematic and meta-analytic review of non-pharmacological therapies for cancer patients. Psychol Bull 134:700–741CrossRefPubMed
32.
go back to reference Arnold M, Taylor NF (2010) Does exercise reduce cancer-related fatigue in hospitalised oncology patients? A systematic review. Onkologie 33:625–630PubMed Arnold M, Taylor NF (2010) Does exercise reduce cancer-related fatigue in hospitalised oncology patients? A systematic review. Onkologie 33:625–630PubMed
33.
go back to reference Brown JC, Huedo-Medina TB, Pescatello LS et al (2011) Efficacy of exercise interventions in modulating cancer-related fatigue among adult cancer survivors: a meta-analysis. Cancer Epidemiol Biomarkers Prev 20:123–133CrossRefPubMed Brown JC, Huedo-Medina TB, Pescatello LS et al (2011) Efficacy of exercise interventions in modulating cancer-related fatigue among adult cancer survivors: a meta-analysis. Cancer Epidemiol Biomarkers Prev 20:123–133CrossRefPubMed
34.
go back to reference McMillan EM, Newhouse IJ (2011) Exercise is an effective treatment modality for reducing cancer-related fatigue and improving physical capacity in cancer patients and survivors: a meta-analysis. Appl Physiol Nutr Metab 36:892–903CrossRefPubMed McMillan EM, Newhouse IJ (2011) Exercise is an effective treatment modality for reducing cancer-related fatigue and improving physical capacity in cancer patients and survivors: a meta-analysis. Appl Physiol Nutr Metab 36:892–903CrossRefPubMed
35.
go back to reference Cramp F, Daniel J (2008) Exercise for the management of cancer-related fatigue in adults. The Cochrane database of systematic reviews. CD006145 Cramp F, Daniel J (2008) Exercise for the management of cancer-related fatigue in adults. The Cochrane database of systematic reviews. CD006145
36.
go back to reference Velthuis MJ, Agasi-Idenburg SC, Aufdemkampe G, Wittink HM (2010) The effect of physical exercise on cancer-related fatigue during cancer treatment: a meta-analysis of randomised controlled trials. Clin Oncol (R Coll Radiol) 22:208–221CrossRef Velthuis MJ, Agasi-Idenburg SC, Aufdemkampe G, Wittink HM (2010) The effect of physical exercise on cancer-related fatigue during cancer treatment: a meta-analysis of randomised controlled trials. Clin Oncol (R Coll Radiol) 22:208–221CrossRef
37.
go back to reference Minton O, Richardson A, Sharpe M et al (2008) A systematic review and meta-analysis of the pharmacological treatment of cancer-related fatigue. J Natl Cancer Inst 100:1155–1166CrossRefPubMed Minton O, Richardson A, Sharpe M et al (2008) A systematic review and meta-analysis of the pharmacological treatment of cancer-related fatigue. J Natl Cancer Inst 100:1155–1166CrossRefPubMed
38.
39.
go back to reference Borsboom D, Cramer AO (2013) Network analysis: an integrative approach to the structure of psychopathology. Annu Rev Clin Psychol 9:91–121CrossRefPubMed Borsboom D, Cramer AO (2013) Network analysis: an integrative approach to the structure of psychopathology. Annu Rev Clin Psychol 9:91–121CrossRefPubMed
Metadata
Title
The course of fatigue and its correlates in colorectal cancer survivors: a prospective cohort study of the PROFILES registry
Authors
Olga Husson
Floortje Mols
Lonneke V. van de Poll-Franse
Melissa S. Y. Thong
Publication date
01-11-2015
Publisher
Springer Berlin Heidelberg
Published in
Supportive Care in Cancer / Issue 11/2015
Print ISSN: 0941-4355
Electronic ISSN: 1433-7339
DOI
https://doi.org/10.1007/s00520-015-2802-x

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