Skip to main content
Top
Published in: Cancer Causes & Control 4/2016

Open Access 01-04-2016 | Original paper

Modeling how substitution of sedentary behavior with standing or physical activity is associated with health-related quality of life in colorectal cancer survivors

Authors: Eline H. van Roekel, Martijn J. L. Bours, José J. L. Breedveld-Peters, Paul J. B. Willems, Kenneth Meijer, IJmert Kant, Piet A. van den Brandt, Geerard L. Beets, Silvia Sanduleanu, Matty P. Weijenberg

Published in: Cancer Causes & Control | Issue 4/2016

Login to get access

Abstract

Purpose

Previous research indicates that sedentary behavior is unfavorably associated with health-related quality of life (HRQoL) of colorectal cancer (CRC) survivors. Using isotemporal substitution modeling, we studied how substituting sedentary behavior with standing or physical activity was associated with HRQoL in CRC survivors, 2–10 years post-diagnosis.

Methods

A cross-sectional study was conducted in stage I–III CRC survivors (n = 145) diagnosed at Maastricht University Medical Center+, the Netherlands (2002–2010). Sedentary, standing, and physical activity time were measured by the thigh-mounted MOX activity monitor. HRQoL outcomes comprised global quality of life, physical, role, and social functioning, and disability (scales: 0–100), fatigue (20–140), and depression and anxiety (0–21). Isotemporal substitution modeling was applied to analyze associations with HRQoL of substituting sedentary time with equal time in standing or physical activity.

Results

On average, participants spent 10.2 h/day sedentary (SD, 1.7), 3.4 h/day standing (1.3), and 1.7 h/day in physical activity (0.8). In confounder-adjusted isotemporal models, substituting sedentary time with standing or with physical activity was associated with significantly better physical functioning (regression coefficient [β], i.e., difference in outcome score per 1 h/day of sedentary time substituted with standing or physical activity, 3.1; 95 % confidence interval [CI] 0.5, 5.7; and 5.6; 0.7, 10.6, respectively). Substituting sedentary time with standing was also associated with significantly lower disability (β, −3.0; 95 % CI −4.9, −1.1) and fatigue (−4.0; −7.6, −0.3).

Conclusions

Our results suggest that substituting sedentary behavior with standing or physical activity may be beneficially associated with certain HRQoL outcomes in CRC survivors. Prospective studies are warranted to confirm whether actual substitution of sedentary behavior with these activities may improve HRQoL in CRC survivors.
Appendix
Available only for authorised users
Literature
1.
go back to reference Harrington CB, Hansen JA, Moskowitz M, Todd BL, Feuerstein M (2010) It’s not over when it’s over: long-term symptoms in cancer survivors–a systematic review. Int J Psychiatry Med 40(2):163–181CrossRefPubMed Harrington CB, Hansen JA, Moskowitz M, Todd BL, Feuerstein M (2010) It’s not over when it’s over: long-term symptoms in cancer survivors–a systematic review. Int J Psychiatry Med 40(2):163–181CrossRefPubMed
4.
go back to reference Sedentary Behaviour Research Network (2012) Letter to the editor: standardized use of the terms “sedentary” and “sedentary behaviours”. Appl Physiol Nutr Metab 37(3):540–542. doi:10.1139/h2012-024 CrossRefPubMed Sedentary Behaviour Research Network (2012) Letter to the editor: standardized use of the terms “sedentary” and “sedentary behaviours”. Appl Physiol Nutr Metab 37(3):540–542. doi:10.​1139/​h2012-024 CrossRefPubMed
5.
go back to reference Mishra SI, Scherer RW, Geigle PM, Berlanstein DR, Topaloglu O, Gotay CC, Snyder C (2012) Exercise interventions on health-related quality of life for cancer survivors. Cochrane Database Syst Rev 8:CD007566. doi:10.1002/14651858.CD007566.pub2 Mishra SI, Scherer RW, Geigle PM, Berlanstein DR, Topaloglu O, Gotay CC, Snyder C (2012) Exercise interventions on health-related quality of life for cancer survivors. Cochrane Database Syst Rev 8:CD007566. doi:10.​1002/​14651858.​CD007566.​pub2
6.
7.
go back to reference Vallance JK, Boyle T, Courneya KS, Lynch BM (2014) Associations of objectively assessed physical activity and sedentary time with health-related quality of life among colon cancer survivors. Cancer 120(18):2919–2926. doi:10.1002/cncr.28779 CrossRefPubMed Vallance JK, Boyle T, Courneya KS, Lynch BM (2014) Associations of objectively assessed physical activity and sedentary time with health-related quality of life among colon cancer survivors. Cancer 120(18):2919–2926. doi:10.​1002/​cncr.​28779 CrossRefPubMed
9.
go back to reference van Roekel EH, Winkler EAH, Bours MJL, Lynch BM, Willems PJB, Meijer K, Kant I, Beets GL, Sanduleanu S, Healy GN, Weijenberg MP (2015) Associations of total and prolonged sedentary time with health-related quality of life in colorectal cancer survivors. Conference abstract in supplement of: Bols E, Smits L, Weijenberg MP (2015) Healthy Living: The European Congress of Epidemiology, 2015. Eur J Epidemiol. 30(8):709–1001. doi:10.1007/s10654-015-0072-z van Roekel EH, Winkler EAH, Bours MJL, Lynch BM, Willems PJB, Meijer K, Kant I, Beets GL, Sanduleanu S, Healy GN, Weijenberg MP (2015) Associations of total and prolonged sedentary time with health-related quality of life in colorectal cancer survivors. Conference abstract in supplement of: Bols E, Smits L, Weijenberg MP (2015) Healthy Living: The European Congress of Epidemiology, 2015. Eur J Epidemiol. 30(8):709–1001. doi:10.​1007/​s10654-015-0072-z
11.
go back to reference Husson O, Mols F, Ezendam NP, Schep G, van de Poll-Franse LV (2015) Health-related quality of life is associated with physical activity levels among colorectal cancer survivors: a longitudinal, 3-year study of the PROFILES registry. J Cancer Surviv 9(3):472–480. doi:10.1007/s11764-014-0423-x CrossRefPubMed Husson O, Mols F, Ezendam NP, Schep G, van de Poll-Franse LV (2015) Health-related quality of life is associated with physical activity levels among colorectal cancer survivors: a longitudinal, 3-year study of the PROFILES registry. J Cancer Surviv 9(3):472–480. doi:10.​1007/​s11764-014-0423-x CrossRefPubMed
14.
go back to reference Mosher CE, Sloane R, Morey MC, Snyder DC, Cohen HJ, Miller PE, Demark-Wahnefried W (2009) Associations between lifestyle factors and quality of life among older long-term breast, prostate, and colorectal cancer survivors. Cancer 115(17):4001–4009. doi:10.1002/cncr.24436 CrossRefPubMedPubMedCentral Mosher CE, Sloane R, Morey MC, Snyder DC, Cohen HJ, Miller PE, Demark-Wahnefried W (2009) Associations between lifestyle factors and quality of life among older long-term breast, prostate, and colorectal cancer survivors. Cancer 115(17):4001–4009. doi:10.​1002/​cncr.​24436 CrossRefPubMedPubMedCentral
18.
go back to reference van Roekel EH, Bours MJL, Breedveld-Peters JJL, Meijer K, Kant I, van den Brandt PA, Sanduleanu S, Beets GL, Weijenberg MP (2015) Light Physical Activity is Associated with Quality of Life after Colorectal Cancer. Med Sci Sports Exerc 47(12):2493–2503. doi:10.1249/MSS.0000000000000698 CrossRef van Roekel EH, Bours MJL, Breedveld-Peters JJL, Meijer K, Kant I, van den Brandt PA, Sanduleanu S, Beets GL, Weijenberg MP (2015) Light Physical Activity is Associated with Quality of Life after Colorectal Cancer. Med Sci Sports Exerc 47(12):2493–2503. doi:10.​1249/​MSS.​0000000000000698​ CrossRef
21.
go back to reference van Roekel EH, Bours MJL, de Brouwer CP, Ten Napel H, Sanduleanu S, Beets GL, Kant I, Weijenberg MP (2014) The applicability of the International Classification of Functioning, Disability, and Health to study lifestyle and quality of life of colorectal cancer survivors. Cancer Epidemiol Biomarkers Prev 23(7):1394–1405. doi:10.1158/1055-9965.epi-13-1144 CrossRefPubMed van Roekel EH, Bours MJL, de Brouwer CP, Ten Napel H, Sanduleanu S, Beets GL, Kant I, Weijenberg MP (2014) The applicability of the International Classification of Functioning, Disability, and Health to study lifestyle and quality of life of colorectal cancer survivors. Cancer Epidemiol Biomarkers Prev 23(7):1394–1405. doi:10.​1158/​1055-9965.​epi-13-1144 CrossRefPubMed
22.
go back to reference World Health Organization (2001) International Classification of Functioning, Disability and Health: ICF. World Health Organization, Geneva World Health Organization (2001) International Classification of Functioning, Disability and Health: ICF. World Health Organization, Geneva
24.
go back to reference Annegarn J, Spruit MA, Uszko-Lencer NH, Vanbelle S, Savelberg HH, Schols AM, Wouters EF, Meijer K (2011) Objective physical activity assessment in patients with chronic organ failure: a validation study of a new single-unit activity monitor. Arch Phys Med Rehabil 92(11):1852–1857 e1851. doi:10.1016/j.apmr.2011.06.021 CrossRefPubMed Annegarn J, Spruit MA, Uszko-Lencer NH, Vanbelle S, Savelberg HH, Schols AM, Wouters EF, Meijer K (2011) Objective physical activity assessment in patients with chronic organ failure: a validation study of a new single-unit activity monitor. Arch Phys Med Rehabil 92(11):1852–1857 e1851. doi:10.​1016/​j.​apmr.​2011.​06.​021 CrossRefPubMed
25.
go back to reference Tudor-Locke C, Camhi SM, Troiano RP (2012) A catalog of rules, variables, and definitions applied to accelerometer data in the National Health and Nutrition Examination Survey, 2003–2006. Prev Chronic Dis 9:E113PubMedPubMedCentral Tudor-Locke C, Camhi SM, Troiano RP (2012) A catalog of rules, variables, and definitions applied to accelerometer data in the National Health and Nutrition Examination Survey, 2003–2006. Prev Chronic Dis 9:E113PubMedPubMedCentral
26.
go back to reference Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, Filiberti A, Flechtner H, Fleishman SB, de Haes JC 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(5):365–376CrossRefPubMed Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, Filiberti A, Flechtner H, Fleishman SB, de Haes JC 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(5):365–376CrossRefPubMed
27.
go back to reference Bjordal K, de Graeff A, Fayers PM, Hammerlid E, van Pottelsberghe C, Curran D, Ahlner-Elmqvist M, Maher EJ, Meyza JW, Bredart A, Soderholm AL, Arraras JJ, Feine JS, Abendstein H, Morton RP, Pignon T, Huguenin P, Bottomly A, Kaasa S (2000) A 12 country field study of the EORTC QLQ-C30 (version 3.0) and the head and neck cancer specific module (EORTC QLQ-H&N35) in head and neck patients. EORTC Quality of Life Group. Eur J Cancer 36(14):1796–1807CrossRefPubMed Bjordal K, de Graeff A, Fayers PM, Hammerlid E, van Pottelsberghe C, Curran D, Ahlner-Elmqvist M, Maher EJ, Meyza JW, Bredart A, Soderholm AL, Arraras JJ, Feine JS, Abendstein H, Morton RP, Pignon T, Huguenin P, Bottomly A, Kaasa S (2000) A 12 country field study of the EORTC QLQ-C30 (version 3.0) and the head and neck cancer specific module (EORTC QLQ-H&N35) in head and neck patients. EORTC Quality of Life Group. Eur J Cancer 36(14):1796–1807CrossRefPubMed
28.
go back to reference Fayers PM, Aaronson NK, Bjordal K, Groenvold M, Curran D, Bottomley A, on behalf of the EORTC Quality of Life Group (2001) The EORTC QLQ-C30 Scoring Manual. 3rd edn. European Organisation for Research and Treatment of Cancer, Brussels Fayers PM, Aaronson NK, Bjordal K, Groenvold M, Curran D, Bottomley A, on behalf of the EORTC Quality of Life Group (2001) The EORTC QLQ-C30 Scoring Manual. 3rd edn. European Organisation for Research and Treatment of Cancer, Brussels
29.
go back to reference van der Hoeken D, Riet-van Hoof K, Hoek HW (2000) Dutch WHO-DAS II: questionnaire to assess disability. WHO Collaborating Centre WHO-DAS, The Hague van der Hoeken D, Riet-van Hoof K, Hoek HW (2000) Dutch WHO-DAS II: questionnaire to assess disability. WHO Collaborating Centre WHO-DAS, The Hague
30.
go back to reference World Health Organization (2010) Measuring Health and Disability: Manual for WHO Disability Assessment Schedule (WHODAS 2.0). World Health Organization, Geneva World Health Organization (2010) Measuring Health and Disability: Manual for WHO Disability Assessment Schedule (WHODAS 2.0). World Health Organization, Geneva
32.
go back to reference Vercoulen JH, Hommes OR, Swanink CM, Jongen PJ, Fennis JF, Galama JM, van der Meer JW, Bleijenberg G (1996) The measurement of fatigue in patients with multiple sclerosis. A multidimensional comparison with patients with chronic fatigue syndrome and healthy subjects. Arch Neurol 53(7):642–649CrossRefPubMed Vercoulen JH, Hommes OR, Swanink CM, Jongen PJ, Fennis JF, Galama JM, van der Meer JW, Bleijenberg G (1996) The measurement of fatigue in patients with multiple sclerosis. A multidimensional comparison with patients with chronic fatigue syndrome and healthy subjects. Arch Neurol 53(7):642–649CrossRefPubMed
33.
go back to reference Vercoulen JH, Swanink CM, Fennis JF, Galama JM, van der Meer JW, Bleijenberg G (1994) Dimensional assessment of chronic fatigue syndrome. J Psychosom Res 38(5):383–392CrossRefPubMed Vercoulen JH, Swanink CM, Fennis JF, Galama JM, van der Meer JW, Bleijenberg G (1994) Dimensional assessment of chronic fatigue syndrome. J Psychosom Res 38(5):383–392CrossRefPubMed
34.
go back to reference Servaes P, van der Werf S, Prins J, Verhagen S, Bleijenberg G (2001) Fatigue in disease-free cancer patients compared with fatigue in patients with chronic fatigue syndrome. Support Care Cancer 9(1):11–17CrossRefPubMed Servaes P, van der Werf S, Prins J, Verhagen S, Bleijenberg G (2001) Fatigue in disease-free cancer patients compared with fatigue in patients with chronic fatigue syndrome. Support Care Cancer 9(1):11–17CrossRefPubMed
35.
go back to reference Zigmond AS, Snaith RP (1983) The hospital anxiety and depression scale. Acta Psychiatr Scand 67(6):361–370CrossRefPubMed Zigmond AS, Snaith RP (1983) The hospital anxiety and depression scale. Acta Psychiatr Scand 67(6):361–370CrossRefPubMed
37.
go back to reference Sangha O, Stucki G, Liang MH, Fossel AH, Katz JN (2003) The Self-Administered Comorbidity Questionnaire: a new method to assess comorbidity for clinical and health services research. Arthritis Rheum 49(2):156–163. doi:10.1002/art.10993 CrossRefPubMed Sangha O, Stucki G, Liang MH, Fossel AH, Katz JN (2003) The Self-Administered Comorbidity Questionnaire: a new method to assess comorbidity for clinical and health services research. Arthritis Rheum 49(2):156–163. doi:10.​1002/​art.​10993 CrossRefPubMed
38.
go back to reference van Sonderen E (1993) Het meten van sociale steun met de Sociale Steun Lijst—Interacties (SSL-I) en Sociale Steun Lijst—Discrepanties (SSL-D): Een handleiding [Measuring social support with the Social Support List—Interactions (SSL-I) and Social Support List—Discrepancies (SSL-D): Manual]. Noordelijk Centrum voor Gezondheidsvraagstukken, Rijksuniversiteit Groningen, Groningen, the Netherlands van Sonderen E (1993) Het meten van sociale steun met de Sociale Steun Lijst—Interacties (SSL-I) en Sociale Steun Lijst—Discrepanties (SSL-D): Een handleiding [Measuring social support with the Social Support List—Interactions (SSL-I) and Social Support List—Discrepancies (SSL-D): Manual]. Noordelijk Centrum voor Gezondheidsvraagstukken, Rijksuniversiteit Groningen, Groningen, the Netherlands
39.
go back to reference Mickey RM, Greenland S (1989) The impact of confounder selection criteria on effect estimation. Am J Epidemiol 129(1):125–137PubMed Mickey RM, Greenland S (1989) The impact of confounder selection criteria on effect estimation. Am J Epidemiol 129(1):125–137PubMed
40.
go back to reference Stine RA (1995) Graphical interpretation of variance inflation factors. Am Stat 49(1):53–56 Stine RA (1995) Graphical interpretation of variance inflation factors. Am Stat 49(1):53–56
41.
go back to reference Cocks K, King MT, Velikova G, Martyn St-James M, Fayers PM, Brown JM (2011) Evidence-based guidelines for determination of sample size and interpretation of the European Organisation for the Research and Treatment of Cancer Quality of Life Questionnaire Core 30. J Clin Oncol 29(1):89–96. doi:10.1200/jco.2010.28.0107 CrossRefPubMed Cocks K, King MT, Velikova G, Martyn St-James M, Fayers PM, Brown JM (2011) Evidence-based guidelines for determination of sample size and interpretation of the European Organisation for the Research and Treatment of Cancer Quality of Life Questionnaire Core 30. J Clin Oncol 29(1):89–96. doi:10.​1200/​jco.​2010.​28.​0107 CrossRefPubMed
43.
go back to reference Schlesinger S, Walter J, Hampe J, von Schonfels W, Hinz S, Kuchler T, Jacobs G, Schafmayer C, Nothlings U (2014) Lifestyle factors and health-related quality of life in colorectal cancer survivors. Cancer Causes Control 25(1):99–110. doi:10.1007/s10552-013-0313-y CrossRefPubMed Schlesinger S, Walter J, Hampe J, von Schonfels W, Hinz S, Kuchler T, Jacobs G, Schafmayer C, Nothlings U (2014) Lifestyle factors and health-related quality of life in colorectal cancer survivors. Cancer Causes Control 25(1):99–110. doi:10.​1007/​s10552-013-0313-y CrossRefPubMed
44.
go back to reference Buman MP, Hekler EB, Haskell WL, Pruitt L, Conway TL, Cain KL, Sallis JF, Saelens BE, Frank LD, King AC (2010) Objective light-intensity physical activity associations with rated health in older adults. Am J Epidemiol 172(10):1155–1165. doi:10.1093/aje/kwq249 CrossRefPubMedPubMedCentral Buman MP, Hekler EB, Haskell WL, Pruitt L, Conway TL, Cain KL, Sallis JF, Saelens BE, Frank LD, King AC (2010) Objective light-intensity physical activity associations with rated health in older adults. Am J Epidemiol 172(10):1155–1165. doi:10.​1093/​aje/​kwq249 CrossRefPubMedPubMedCentral
46.
go back to reference Buman MP, Winkler EA, Kurka JM, Hekler EB, Baldwin CM, Owen N, Ainsworth BE, Healy GN, Gardiner PA (2014) Reallocating time to sleep, sedentary behaviors, or active behaviors: associations with cardiovascular disease risk biomarkers, NHANES 2005–2006. Am J Epidemiol 179(3):323–334. doi:10.1093/aje/kwt292 CrossRefPubMed Buman MP, Winkler EA, Kurka JM, Hekler EB, Baldwin CM, Owen N, Ainsworth BE, Healy GN, Gardiner PA (2014) Reallocating time to sleep, sedentary behaviors, or active behaviors: associations with cardiovascular disease risk biomarkers, NHANES 2005–2006. Am J Epidemiol 179(3):323–334. doi:10.​1093/​aje/​kwt292 CrossRefPubMed
47.
go back to reference Duvivier BM, Schaper NC, Bremers MA, van Crombrugge G, Menheere PP, Kars M, Savelberg HH (2013) Minimal intensity physical activity (standing and walking) of longer duration improves insulin action and plasma lipids more than shorter periods of moderate to vigorous exercise (cycling) in sedentary subjects when energy expenditure is comparable. PLoS ONE 8(2):e55542. doi:10.1371/journal.pone.0055542 CrossRefPubMedPubMedCentral Duvivier BM, Schaper NC, Bremers MA, van Crombrugge G, Menheere PP, Kars M, Savelberg HH (2013) Minimal intensity physical activity (standing and walking) of longer duration improves insulin action and plasma lipids more than shorter periods of moderate to vigorous exercise (cycling) in sedentary subjects when energy expenditure is comparable. PLoS ONE 8(2):e55542. doi:10.​1371/​journal.​pone.​0055542 CrossRefPubMedPubMedCentral
Metadata
Title
Modeling how substitution of sedentary behavior with standing or physical activity is associated with health-related quality of life in colorectal cancer survivors
Authors
Eline H. van Roekel
Martijn J. L. Bours
José J. L. Breedveld-Peters
Paul J. B. Willems
Kenneth Meijer
IJmert Kant
Piet A. van den Brandt
Geerard L. Beets
Silvia Sanduleanu
Matty P. Weijenberg
Publication date
01-04-2016
Publisher
Springer International Publishing
Published in
Cancer Causes & Control / Issue 4/2016
Print ISSN: 0957-5243
Electronic ISSN: 1573-7225
DOI
https://doi.org/10.1007/s10552-016-0725-6

Other articles of this Issue 4/2016

Cancer Causes & Control 4/2016 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine