Abstract
Purpose
To determine the intermediate-term impact of diagnosis and treatment of ductal carcinoma in situ of the breast (DCIS) on health services utilization, we compared utilization by cases of DCIS to unaffected controls.
Methods
We identified a population-based cohort of Ontario females diagnosed with DCIS between 2010 and 2015. We matched 5 controls without any history of cancer to each case, on the date of diagnosis of the case (the index date), by age, annual mammography history, socioeconomic status, and comorbidity. We identified billing claims and hospital records, during the interval 13 to 60 months prior to, and subsequent to the index date, and computed rates per 100 person-years during both intervals, to conduct a difference-in-differences analysis. We used negative binomial regression to test if the change in rates in health services differed between cases and controls.
Results
Visits with a breast diagnosis code, and claims for breast surgery and imaging, were significantly increased among cases compared to controls (all p values < 0.0001) after DCIS;however, there was no increase in visits for anxiety or depression (RR 1.13 (95% CI 0.97, 1.32, p = 0.11), visits to psychiatrists (RR 1.07 (95% CI 0.82, 1.40) p = 0.6), or hospital procedures other than breast surgery (RR 1.10 (95% CI 0.88, 1.37) p = 0.4).
Conclusions
DCIS is associated with more visits and procedures related to the breast compared to controls following diagnosis and treatment, but other health services utilization and visits related to anxiety and depression were not increased.
Similar content being viewed by others
References
Wapnir IL, Dignam JJ, Fisher B et al (2011 ) Long-term outcomes of invasive ipsilateral breast tumor recurrences after lumpectomy in NSABP B-17 and B-24 randomized clinical trials for DCIS. J Natl Cancer Inst 103(6):478–488
Cuzick J, Sestak I, Pinder SE et al (2011) Effect of tamoxifen and radiotherapy in women with locally excised ductal carcinoma in situ: long-term results from the UK/ANZ DCIS trial. Lancet Oncol. 12(1):21–29
Donker M, Litière S, Werutsky G et al (2013 ) Breast-conserving treatment with or without radiotherapy in ductal carcinoma In Situ: 15-year recurrence rates and outcome after a recurrence, from the EORTC 10853 randomized phase III trial. J Clin Oncol 31(32):4054–4059
Wärnberg F, Garmo H, Emdin S et al (2014 ) Effect of radiotherapy after breast-conserving surgery for ductal carcinoma in situ: 20 years follow-up in the randomized SweDCIS Trial. J Clin Oncol 32(32):3613–3618
McCormick B, Winter K, Hudis C et al (2015 ) RTOG 9804: a prospective randomized trial for good-risk ductal carcinoma in situ comparing radiotherapy with observation. J Clin Oncol 33(7):709–715
Goodwin A, Parker S, Ghersi D, Wilcken N (2013) Post-operative radiotherapy for ductal carcinoma in situ of the breast. Cochrane Database Syst Rev. https://doi.org/10.1002/14651858.CD000563.pub7
EBCTCG (Early Breast Cancer Trialists' Collaborative Group), McGale P, Taylor C, Correa C et al (2014) Effect of radiotherapy after mastectomy and axillary surgery on 10-year recurrence and 20-year breast cancer mortality meta-analysis of individual patient data for 8135 women in 22 randomised trials. Lancet 383(9935):2127–2135
Gøtzsche PC (2004 ) Re: Trends in the treatment of ductal carcinoma in situ of the breast. J Natl Cancer Inst 96(16):1257
Jones JL (2006) Overdiagnosis and overtreatment of breast cancer: progression of ductal carcinoma in situ: the pathological perspective. Breast Cancer Res 8(2):204
Kumar AS, Bhatia V, Henderson IC (2005) Overdiagnosis and overtreatment of breast cancer: rates of ductal carcinoma in situ: a US perspective. Breast Cancer Res 7(6):271–275
Hosseini A, Khoury AL, Esserman LJ (2017 ) Precision surgery and avoiding over-treatment. Eur J Surg Oncol 43(5):938–943
Francis A, Thomas J, Fallowfield L et al (2015 ) Addressing overtreatment of screen detected DCIS; the LORIS trial. Eur J Cancer 51(16):2296–2303. https://doi.org/10.1016/j.ejca.2015.07.017
Elshof LE, Tryfonidis K, Slaets L et al (2015) Feasibility of a prospective, randomised, open-label, international multicentre, phase III, non-inferiority trial to assess the safety of active surveillance for low risk ductal carcinoma in situ - The LORD study. Eur J Cancer 51(12):1497–1510. https://doi.org/10.1016/j.ejca.2015.05.008
Hwang ES, Hyslop T, Lynch T et al (2019 ) The COMET (Comparison of Operative versus Monitoring and Endocrine Therapy) trial: a phase III randomised controlled clinical trial for low-risk ductal carcinoma in situ (DCIS). BMJ Open 9(3):e026797. https://doi.org/10.1136/bmjopen-2018-026797
Solin LJ, Gray R, Baehner FL et al (2013 ) A multigene expression assay to predict local recurrence risk for ductal carcinoma in situ of the breast. J Natl Cancer Inst 105(10):701–710
Bremer T, Whitworth PW, Patel R et al (2018) A Biological Signature for Breast Ductal Carcinoma In Situ to Predict Radiotherapy Benefit and Assess Recurrence Risk. Clin Cancer Res 24(23):5895–5901. https://doi.org/10.1158/1078-0432.CCR-18-0842PMID:30054280
Rakovitch E, Nofech-Mozes S, Hanna W et al (2015 ) A population-based validation study of the DCIS Score predicting recurrence risk in individuals treated by breast-conserving surgery alone. Breast Cancer Res Treat 152(2):389–398
Rakovitch E, Nofech-Mozes S, Hanna W et al (2017) Multigene expression assay and benefit of radiotherapy after breast conservation in ductal carcinoma in situ. J Natl Cancer Inst. https://doi.org/10.1093/jnci/djw256
Rakovitch E, Franssen E, Kim J, Ackerman I, Pignol JP, Paszat L, Pritchard KI, Ho C, Redelmeier DA (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
van Gestel YR, Voogd AC, Vingerhoets AJ, Mols F, Nieuwenhuijzen GA, van Driel OJ, van Berlo CL, van de Poll-Franse LV (2007 ) A comparison of quality of life, disease impact and risk perception in women with invasive breast cancer and ductal carcinoma in situ. Eur J Cancer 43(3):549–556
Lauzier S, Maunsell E, Levesque P, Mondor M, Robert J, Robidoux A, Provencher L (2010 ) Psychological distress and physical health in the year after diagnosis of DCIS or invasive breast cancer. Breast Cancer Res Treat 120(3):685–691
Liu Y, Pérez M, Schootman M, Aft RL, Gillanders WE, Jeffe DB (2011 ) Correlates of fear of cancer recurrence in women with ductal carcinoma in situ and early invasive breast cancer. Breast Cancer Res Treat 130(1):165–173
Gregorowitsch ML, van den Bongard HJGD, Young-Afat DA, Pignol JP, van Gils CH, May AM, Verkooijen HM (2018 ) Severe depression more common in patients with ductal carcinoma in situ than early-stage invasive breast cancer patients. Breast Cancer Res Treat 167(1):205–213
Partridge A, Adloff K, Blood E, Dees EC, Kaelin C, Golshan M, Ligibel J, de Moor JS, Weeks J, Emmons K, Winer E (2008 ) Risk perceptions and psychosocial outcomes of women with ductal carcinoma in situ: longitudinal results from a cohort study. J Natl Cancer Inst 100(4):243–251. https://doi.org/10.1093/jnci/djn010
Mertz BG, Duriaud HM, Kroman N, Andersen KG (2017 ) Pain, Sensory Disturbances, and Psychological Distress among Danish Women Treated for Ductal Carcinoma In Situ: An Exploratory Study. Pain Manag Nurs 18(5):309–317. https://doi.org/10.1016/j.pmn.2017.03.004
Yang H, Brand JS, Fang F, Chiesa F, Johansson AL, Hall P, Czene K (2017) Time-dependent risk of depression, anxiety, and stress-related disorders in patients with invasive and in situ breast cancer. Int J Cancer 140(4):841–852
Hanchate AD, Kapoor A, Katz JN et al (2015) Massachusetts health reform and disparities in joint replacement use: difference in differences study. BMJ 350:h440
Introduction to econometrics, James H. Stock, Mark W. Watson. 2nd ed., Boston: Pearson Addison Wesley, 2007.
Trentham-Dietz A, Newcomb PA, Storer BE, Remington PL (2000 ) Risk factors for carcinoma in situ of the breast. Cancer Epidemiol Biomarkers Prev 9(7):697–703
Claus EB, Stowe M, Carter D (2003) Family history of breast and ovarian cancer and the risk of breast carcinoma in situ. Breast Cancer Res Treat 78(1):7–15
Peila R, Arthur R, Rohan TE (2020 ) Risk factors for ductal carcinoma in situ of the breast in the UK Biobank cohort study. Cancer Epidemiol 64:101648. https://doi.org/10.1016/j.canep.2019.101648
Gill JK, Maskarinec G, Pagano I, Kolonel LN (2006) The association of mammographic density with ductal carcinoma in situ of the breast: the Multiethnic Cohort. Breast Cancer Res 8(3):R30
MacKenzie TA, Titus-Ernstoff L, Vacek PM, Geller B, Weiss JE, Goodrich ME, Carney PA (2007 ) Breast density in relation to risk of ductal carcinoma in situ of the breast in women undergoing screening mammography. Cancer Causes Control 18(9):939–945
Longnecker MP, Bernstein L, Paganini-Hill A, Enger SM, Ross RK (1996 ) Risk factors for in situ breast cancer. Cancer Epidemiol Biomarkers Prev 5(12):961–965
Kerlikowske K, Miglioretti DL, Ballard-Barbash R, Weaver DL, Buist DS, Barlow WE, Cutter G, Geller BM, Yankaskas B, Taplin SH, Carney PA (2003 ) Prognostic characteristics of breast cancer among postmenopausal hormone users in a screened population. J Clin Oncol 21(23):4314–4321
Kerlikowske K (2010) Epidemiology of ductal carcinoma in situ. J Natl Cancer Inst Monogr 2010(41):139–141. https://doi.org/10.1093/jncimonographs/lgq027
Buist DS, Walker R, Bowles EJ, Carney PA, Taplin SH, Onega T, Kerlikowske K, Clinton W, Miglioretti DL (2012 ) Screening mammography use among current, former, and never hormone therapy users may not explain recent declines in breast cancer incidence. Cancer Epidemiol Biomarkers Prev 21(5):720–727. https://doi.org/10.1158/1055-9965.EPI-11-1115
Kerlikowske K, Barclsay J, Grady D, Sickles EA, Ernster V (1997 ) Comparison of risk factors for ductal carcinoma in situ and invasive breast cancer. J Natl Cancer Inst 89(1):76–82
Phillips LS, Millikan RC, Schroeder JC, Barnholtz-Sloan JS, Levine BJ (2009 ) Reproductive and hormonal risk factors for ductal carcinoma in situ of the breast. Cancer Epidemiol Biomarkers Prev 18(5):1507–1514. https://doi.org/10.1158/1055-9965.EPI-08-0967
Hart V, Sprague BL, Lakoski SG, Hampton JM, Newcomb PA, Gangnon RE, Trentham-Dietz A (2016 ) Trends in Health-Related Quality of Life After a Diagnosis of Ductal Carcinoma In Situ. J Clin Oncol 34(12):1323–1329. https://doi.org/10.1200/JCO.2015.62.7281s
Acknowledgements
This study was supported by ICES, which is funded by an annual grant from the Ontario Ministry of Health and Long-Term Care (MOHLTC). The opinions, results and conclusions reported in this paper are those of the authors and are independent from the funding sources. No endorsement by ICES or the Ontario MOHLTC is intended or should be inferred. Datasets were linked using unique encoded identifiers and analyzed at ICES from the Ministry of Health and Long-Term Care of Ontario (RPDB and OHIP), and Cancer Care Ontario (OCR). The opinions, results, views, and conclusions reported in this paper are those of the authors and do not necessarily reflect those of the ICES, the Ministry of Health and Long-Term Care of Ontario, or Cancer Care Ontario, and no endorsement by these bodies is intended or should be inferred.
Funding
This work was funded by the Canadian Cancer Society Research Institute / Canadian Breast Cancer Foundation (Grant No 319337).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest
E Rakovitch has received research grant funding from Genomic Health Inc. All other authors declare no conflict of interest.
Ethical approval
This study was approved by the Sunnybrook Health Sciences Centre Research Ethics Board. It is an observational analysis, and no procedures or interventions were performed.
Informed consent
This is a population-based retrospective analysis. All personal identifiers for each case in this population cohort were removed. This study was facilitated through ICES which is named as a prescribed entity in Sect. 45 of PHIPA (Regulation 329/04, Sect. 18) which allows access and utilization of administrative data for research purposes with a waived requirement for consent.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Paszat, L., Sutradhar, R. & Rakovitch, E. The impact of ductal carcinoma in situ on health services utilization. Breast Cancer Res Treat 182, 159–168 (2020). https://doi.org/10.1007/s10549-020-05664-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10549-020-05664-9