Abstract
Purpose
Women diagnosed with ductal carcinoma in situ (DCIS) often experience adverse changes in health-related behaviors following diagnosis. The impact of health behaviors on long-term quality of life (QoL) in DCIS survivors has not been investigated.
Methods
We examined the association of post-diagnosis body mass index (BMI), physical activity, alcohol, and smoking with QoL among 1448 DCIS survivors aged 20–74 enrolled in the population-based Wisconsin in situ Cohort from 1997 to 2006. Health behaviors and QoL were self-reported during biennial post-diagnosis interviews. Physical and mental QoL were measured using the validated SF-36 questionnaire. Generalized linear regression was used to determine the association between behaviors and QoL with adjustment for confounders. Lagged behavior variables were used to predict QoL during follow-up and avoid reverse causation.
Results
Women reported 3,536 QoL observations over an average 7.9 years of follow-up. Women maintaining a healthy BMI had on average a significantly higher summary measure score of physical QoL than obese women (normal versus obese: β = 3.02; 2.18, 3.85). Physical QoL scores were also elevated among those who were physically active (5 + h/week vs. none: β = 1.96; 0.72, 3.20), those consuming at least seven drinks/week of alcohol (vs. none; β = 1.40; 0.39, 2.41), and nonsmokers (vs. current smokers: β = 1.80; 0.89, 2.71). Summary measures of mental QoL were significantly higher among women who were moderately physically active (up to 2 h/week vs. none: β = 1.11; 0.30, 1.92) and nonsmokers (vs. current smokers: β = 1.49;0.45, 2.53).
Conclusions
Our results demonstrate that maintaining healthy behaviors following DCIS treatment is associated with modest improvements in long-term QoL. These results inform interventions aimed at promoting healthy behaviors and optimizing QoL in DCIS survivors.
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Abbreviations
- BMI:
-
Body mass index
- DCIS:
-
Ductal carcinoma in situ
- QoL:
-
Quality of life
- WISC:
-
Wisconsin In Situ Cohort
References
Burstein, H. J., Polyak, K., Wong, J. S., Lester, S. C., & Kaelin, C. M. (2004). Ductal carcinoma in situ of the breast. New England Journal of Medicine, 350(14), 1430–1441.
Sprague, B. L., & Trentham-Dietz, A. (2009). Prevalence of breast carcinoma in situ in the United States. JAMA, 302(8), 846–848.
Berkman, A., B, F. C., Ades, P. A., Dickey, S., Higgins, S. T., Trentham-Dietz, A., Sprague, B. L., & Lakoski, S. G. (2014). Racial differences in breast cancer, cardiovascular disease, and all-cause mortality among women with ductal carcinoma in situ of the breast. Breast Cancer Research and Treatment, 148(2), 407–413.
Sprague, B. L., McLaughlin, V., Hampton, J. M., Newcomb, P. A., & Trentham-Dietz, A. (2013). Disease-free survival by treatment after a DCIS diagnosis in a population-based cohort study. Breast Cancer Research and Treatment, 141(1), 145–154.
Olivotto, I., & Levine, M., Steering Committee on Clinical Practice Guidelines for the C, Treatment of Breast Cancer. (2001). Clinical practice guidelines for the care and treatment of breast cancer: the management of ductal carcinoma in situ (summary of the 2001 update). CMAJ, 165(7): 912–913.
Rakovitch, E., Franssen, E., Kim, J., Ackerman, I., Pignol, J. P., Paszat, L., Pritchard, K. I., Ho, C., & Redelmeier, D. A. (2003). A comparison of risk perception and psychological morbidity in women with ductal carcinoma in situ and early invasive breast cancer. Breast Cancer Res Treat, 77(3), 285–293.
Ganz, P. A. (2010). Quality-of-life issues in patients with ductal carcinoma in situ. Journal of National Cancer Institute Monograph, 2010(41), 218–222.
Hart, V., Sprague, B. L., Lakoski, S. G., Hampton, J. M., Newcomb, P. A., Gangnon, R. E., & Trentham-Dietz, A.: Trends in health-related quality of life after a diagnosis of ductal carcinoma in situ. Journal of Clinical Oncology 2016.
Sprague, B. L., Trentham-Dietz, A., Nichols, H. B., Hampton, J. M., & Newcomb, P. A. (2010). Change in lifestyle behaviors and medication use after a diagnosis of ductal carcinoma in situ. Breast Cancer Research and Treatment, 124(2), 487–495.
Ligibel, J. A., Partridge, A., Giobbie-Hurder, A., Golshan, M., Emmons, K., & Winer, E. P. (2009). Physical activity behaviors in women with newly diagnosed ductal carcinoma-in-situ. Annals of Surgical Oncology, 16(1), 106–112.
Irwin, M. L., Crumley, D., McTiernan, A., Bernstein, L., Baumgartner, R., Gilliland, F. D., Kriska, A., & Ballard-Barbash, R. (2003). Physical activity levels before and after a diagnosis of breast carcinoma: The health, eating, activity, and lifestyle (HEAL) study. Cancer, 97(7), 1746–1757.
Berkman, A. M., Trentham-Dietz, A., Dittus, K., Hart, V., Vatovec, C. M., King, J. G., James, T. A., Lakoski, S. G., & Sprague, B. L. (2015). Health behavior change following a diagnosis of ductal carcinoma in situ: An opportunity to improve health outcomes. Preventive Medicine, 80, 53–59.
Penttinen, H. M., Saarto, T., Kellokumpu-Lehtinen, P., Blomqvist, C., Huovinen, R., Kautiainen, H., Jarvenpaa, S., Nikander, R., Idman, I., Luoto, R., et al. (2011). Quality of life and physical performance and activity of breast cancer patients after adjuvant treatments. Psychooncology, 20(11), 1211–1220.
Phillips, S. M., & McAuley, E. (2015). Associations between self-reported post-diagnosis physical activity changes, body weight changes, and psychosocial well-being in breast cancer survivors. Support Care Cancer, 23(1), 159–167.
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.
Milne, H. M., Gordon, S., Guilfoyle, A., Wallman, K. E., & Courneya, K. S. (2007). Association between physical activity and quality of life among Western Australian breast cancer survivors. Psychooncology, 16(12), 1059–1068.
Jang, S., Prizment, A., Haddad, T., Robien, K., & Lazovich, D. (2011). Smoking and quality of life among female survivors of breast, colorectal and endometrial cancers in a prospective cohort study. Journal of Cancer Survivorship, 5(2), 115–122.
Bize, R., Johnson, J. A., & Plotnikoff, R. C. (2007). Physical activity level and health-related quality of life in the general adult population: A systematic review. Preventive Medicine, 45(6), 401–415.
Ul-Haq, Z., Mackay, D. F., Fenwick, E., & Pell, J. P. (2013). Meta-analysis of the association between body mass index and health-related quality of life among adults, assessed by the SF-36. Obesity, 21(3), E322–327 (Silver Spring).
Volk, R. J., Cantor, S. B., Steinbauer, J. R., & Cass, A. R. (1997). Alcohol use disorders, consumption patterns, and health-related quality of life of primary care patients. Alcoholism: Clinical and Experimental Research, 21(5), 899–905.
McClave, A. K., Dube, S. R., Strine, T. W., & Mokdad, A. H. (2009). Associations between health-related quality of life and smoking status among a large sample of U.S. adults. Preventive Medicine, 48(2), 173–179.
Fritz, A. G., & Jack, A., et al. (2000). International classification of diseases for oncology (3rd edn.). Geneva: World Health Organization.
Wolf, A. M., Hunter, D. J., Colditz, G. A., Manson, J. E., Stampfer, M. J., Corsano, K. A., Rosner, B., Kriska, A., & Willett, W. C. (1994). Reproducibility and validity of a self-administered physical activity questionnaire. International Journal of Epidemiology, 23(5), 991–999.
Sprague, B. L., Trentham-Dietz, A., Newcomb, P. A., Titus-Ernstoff, L., Hampton, J. M., & Egan, K. M. (2007). Lifetime recreational and occupational physical activity and risk of in situ and invasive breast cancer. Cancer Epidemiology Biomarkers & Prevention, 16(2), 236–243.
McLaughlin, V. H., Trentham-Dietz, A., Hampton, J. M., Newcomb, P. A., & Sprague, B. L. (2014). Lifestyle factors and the risk of a second breast cancer after ductal carcinoma in situ. Cancer Epidemiology Biomarkers & Prevention, 23(3), 450–460.
Khadanga, S., Lakoski, S. G., Hart, V., Sprague, B. L., Ba, Y., Hampton, J. M., Higgins, S. T., Ades, P. A., Newcomb, P. A., & Trentham-Dietz, A. (2016). Partnership status and socioeconomic factors in relation to health behavior changes after a diagnosis of ductal carcinoma in situ. Cancer Epidemiology Biomarkers & Prevention, 25(1), 76–82.
Veal, C. T., Hart, V., Lakoski, S. G., Hampton, J. M., Gangnon, R. E., Newcomb, P. A., Higgins, S. T., Trentham-Dietz, A., & Sprague, B. L. (2017) Health-related behaviors and mortality outcomes in women diagnosed with ductal carcinoma in situ. Journal of Cancer Survivorship, 11(3), 320–328
Ware, J., Jr., Kosinski, M., & Keller, S. (1994). SF-36 physical and mental health summary scales: a user’s manual. Boston, MA: Health Assessment Lab, New England Medical Center.
Ware, J., Jr., Snow, K., Kosinski, M., & Gandek, B. (1993). SF-36 health survey manual and interpretation guide. Boston, MA: The Health Institute, New England Medical Center.
Ware, J. E., Jr. (1991) National Survey of Functional Health Status. In J. Ware, Jr (Ed.), Inter-University Consortium for Political and Social Research. Ann Arbor, MI.
Whelan, T. J., Goss, P. E., Ingle, J. N., Pater, J. L., Tu, D., Pritchard, K., Liu, S., Shepherd, L. E., Palmer, M., Robert, N. J., et al. (2005). Assessment of quality of life in MA.17: a randomized, placebo-controlled trial of letrozole after 5 years of tamoxifen in postmenopausal women. Journal of Clinical Oncology, 23(28), 6931–6940.
Swigris, J. J., Brown, K. K., Behr, J., du Bois, R. M., King, T. E., Raghu, G., & Wamboldt, F. S. (2010). The SF-36 and SGRQ: Validity and first look at minimum important differences in IPF. Respiratory Medicine, 104(2), 296–304.
Kosinski, M., Zhao, S. Z., Dedhiya, S., Osterhaus, J. T., & Ware, J. E. Jr. (2000). Determining minimally important changes in generic and disease-specific health-related quality of life questionnaires in clinical trials of rheumatoid arthritis. Arthritis & Rheumatism, 43(7), 1478–1487.
Charlson, M. E., Pompei, P., Ales, K. L., & MacKenzie, C. R. (1987). A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation. Journal of Chronic Diseases, 40(5), 373–383.
Rubin, D. B., & Schenker, N. (1991). Multiple imputation in health-care databases: an overview and some applications. Statistics in Medicine, 10(4), 585–598.
Selig, J. P., & Little, T. D. (2012). Autoregressive and cross-lagged panel analysis for longitudinal data. In B. Laursen, T. D. Little & N. A. Card (Eds.), Handbook of developmental research methods. New York: The Guilford Press.
Gollob, H. F., & Reichardt, C. S. (1987). Taking account of time lags in causal models. Child Development, 58(1), 80–92.
Blanchard, C. M., Stein, K., & Courneya, K. S. (2010). Body mass index, physical activity, and health-related quality of life in cancer survivors. Medicine & Science Sports & Exercise, 42(4), 665–671.
Paxton, R. J., Phillips, K. L., Jones, L. A., Chang, S., Taylor, W. C., Courneya, K. S., & Pierce, J. P. (2012). Associations among physical activity, body mass index, and health-related quality of life by race/ethnicity in a diverse sample of breast cancer survivors. Cancer, 118(16), 4024–4031.
Mosher, C. E., Sloane, R., Morey, M. C., Snyder, D. C., Cohen, H. J., Miller, P. E., & 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.
Fontaine, K. R., & Barofsky, I. (2001). Obesity and health-related quality of life. Obesity Review, 2(3), 173–182.
Heinrich, K. M., Becker, C., Carlisle, T., Gilmore, K., Hauser, J., Frye, J., & Harms, C. A. (2015). High-intensity functional training improves functional movement and body composition among cancer survivors: A pilot study. European Journal of Cancer Care, 24(6), 812–817 (Engl).
Inoue-Choi, M., Lazovich, D., Prizment, A. E., & Robien, K. (2013). Adherence to the World Cancer Research Fund/American Institute for Cancer Research recommendations for cancer prevention is associated with better health-related quality of life among elderly female cancer survivors. Journal of Clinical Oncology, 31(14), 1758–1766.
Taspinar, B., Aslan, U. B., Agbuga, B., & Taspinar, F. (2014). A comparison of the effects of hatha yoga and resistance exercise on mental health and well-being in sedentary adults: A pilot study. Complementary Therapies in Medicine, 22(3), 433–440.
Gothe, N. P., Kramer, A. F., & McAuley, E. (2014). The effects of an 8-week Hatha yoga intervention on executive function in older adults. Journal of Gerontology: Series A Biological Sciences and Medical Sciences, 69(9), 1109–1116.
Schoormans, D., Czene, K., Hall, P., & Brandberg, Y. (2015). The impact of co-morbidity on health-related quality of life in breast cancer survivors and controls. Acta Oncology, 54(5), 727–734.
Petrick, J. L., Reeve, B. B., Kucharska-Newton, A. M., Foraker, R. E., Platz, E. A., Stearns, S. C., Han, X., Windham, B. G., & Irwin, D. E. (2014). Functional status declines among cancer survivors: Trajectory and contributing factors. Journal of Geriatric Oncology, 5(4), 359–367.
Holahan, C. K., Holahan, C. J., North, R. J., Hayes, R. B., Powers, D. A., & Ockene, J. K. (2013). Smoking status, physical health-related quality of life, and mortality in middle-aged and older women. Nicotine & Tobacco Research, 15(3), 662–669.
Coste, J., Quinquis, L., D’Almeida, S., & Audureau, E. (2014). Smoking and health-related quality of life in the general population. Independent relationships and large differences according to patterns and quantity of smoking and to gender. PLoS ONE, 9(3), e91562.
Kendall, A. R., Mahue-Giangreco, M., Carpenter, C. L., Ganz, P. A., & Bernstein, L. (2005). Influence of exercise activity on quality of life in long-term breast cancer survivors. Quality of Life Research, 14(2), 361–371.
Breslow, R. A., Dong, C., & White, A. (2015). Prevalence of alcohol-interactive prescription medication use among current drinkers: United States, 1999 to 2010. Alcoholism: Clinical and Experimental Research, 39(2), 371–379.
Kaplan, M. S., Huguet, N., Feeny, D., McFarland, B. H., Caetano, R., Bernier, J., Giesbrecht, N., Oliver, L., & Ross, N. (2012). Alcohol use patterns and trajectories of health-related quality of life in middle-aged and older adults: A 14-year population-based study. Journal of Studies on Alcohol and Drugs, 73(4), 581–590.
Corrao, G., Rubbiati, L., Bagnardi, V., Zambon, A., & Poikolainen, K. (2000). Alcohol and coronary heart disease: A meta-analysis. Addiction, 95(10), 1505–1523.
Rehm, J., Baliunas, D., Borges, G. L., Graham, K., Irving, H., Kehoe, T., Parry, C. D., Patra, J., Popova, S., Poznyak, V., et al. (2010). The relation between different dimensions of alcohol consumption and burden of disease: An overview. Addiction, 105(5), 817–843.
Schrieks, I. C., Wei, M. Y., Rimm, E. B., Okereke, O. I., Kawachi, I., Hendriks, H. F., & Mukamal, K. J. (2016). Bidirectional associations between alcohol consumption and health-related quality of life amongst young and middle-aged women. Journal of Internal Medicine, 279(4), 376–387.
Wyrwich, K. W., Tierney, W. M., Babu, A. N., Kroenke, K., & Wolinsky, F. D. (2005). A comparison of clinically important differences in health-related quality of life for patients with chronic lung disease, asthma, or heart disease. Health Services Research, 40(2), 577–591.
Osoba, D., Rodrigues, G., Myles, J., Zee, B., & Pater, J. (1998). Interpreting the significance of changes in health-related quality-of-life scores. Journal of Clinical Oncology, 16(1), 139–144.
Wilson, K., Gibson, N., Willan, A., & Cook, D. (2000). Effect of smoking cessation on mortality after myocardial infarction: meta-analysis of cohort studies. Archives of Internal Medicine, 160(7), 939–944.
Mozaffarian, D., Afshin, A., Benowitz, N. L., Bittner, V., Daniels, S. R., Franch, H. A., Jacobs, D. R. Jr., Kraus, W. E., Kris-Etherton, P. M., Krummel, D. A., et al. (2012). Population approaches to improve diet, physical activity, and smoking habits: a scientific statement from the American Heart Association. Circulation, 126(12), 1514–1563.
Taylor, R. S., Brown, A., Ebrahim, S., Jolliffe, J., Noorani, H., Rees, K., Skidmore, B., Stone, J. A., Thompson, D. R., & Oldridge, N. (2004). Exercise-based rehabilitation for patients with coronary heart disease: systematic review and meta-analysis of randomized controlled trials. American Journal of Medicine, 116(10), 682–692.
Connor Gorber, S., Tremblay, M., Moher, D., & Gorber, B. (2007). A comparison of direct vs. self-report measures for assessing height, weight and body mass index: A systematic review. Obesity Reviews, 8(4), 307–326.
Del Boca, F. K., & Darkes, J. (2003). The validity of self-reports of alcohol consumption: state of the science and challenges for research. Addiction, 98(Suppl 2), 1–12.
Adams, S. A., Matthews, C. E., Ebbeling, C. B., Moore, C. G., Cunningham, J. E., Fulton, J., & Hebert, J. R. (2005). The effect of social desirability and social approval on self-reports of physical activity. American Journal of Epidemiology, 161(4), 389–398.
Treanor, C., & Donnelly, M. (2015). A methodological review of the Short Form Health Survey 36 (SF-36) and its derivatives among breast cancer survivors. Quality of Life Research, 24(2), 339–362.
Oliveira, I. S., Costa, L. C., Manzoni, A. C., & Cabral, C. M. (2014). Assessment of the measurement properties of quality of life questionnaires in Brazilian women with breast cancer. Brazilian Journal of Physical Therapy, 18(4), 372–383.
Acknowledgements
This Project was supported by Grants from the National Institutes of Health (P20 GM103644, U54 CA163303, R01 CA067264, P30 CA014520). The authors would like to express their gratitude to Julie McGregor and Kathy Peck for their assistance with data collection and project management.
Funding
This Project was supported by Grants from the National Institutes of Health (P20 GM103644, U54 CA163303, R01 CA067264, P30 CA014520).
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Hart, V., Trentham-Dietz, A., Berkman, A. et al. The association between post-diagnosis health behaviors and long-term quality of life in survivors of ductal carcinoma in situ: a population-based longitudinal cohort study. Qual Life Res 27, 1237–1247 (2018). https://doi.org/10.1007/s11136-018-1807-6
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DOI: https://doi.org/10.1007/s11136-018-1807-6