Skip to main content

Advertisement

Log in

Prognostic Score-Based Stratification Analysis Reveals Universal Benefits of Radiotherapy on Lowering the Risk of Ipsilateral Breast Event for Ductal Carcinoma In Situ Patients with Different Risk Levels

  • Breast Oncology
  • Published:
Annals of Surgical Oncology Aims and scope Submit manuscript

Abstract

Background

We aimed to analyze the effects of radiotherapy (RT) on the incidence rate of ipsilateral breast event (IBE) in ductal carcinoma in situ (DCIS) patients with lumpectomy after being stratified by prognostic score.

Methods

We identified DCIS patients who received lumpectomy, from the Surveillance, Epidemiology, and End Results (SEER) database from 1988 to 2015. Cumulative incidence functions for competing risk were used to evaluate the effects of RT on IBE risk over time. Three multivariate regression models (weighted, non-weighted, and Fine–Gray) were applied to compare the IBE risk between the RT and non-RT groups after stratifying patients by prognostic score.

Results

Overall, 72,623 DCIS patients were identified from the SEER database and 49,206 (66.8%) patients received RT. During the follow-up period (ranging from 7 to 347 months), the cumulative probability of invasive and in situ IBE was significantly lower in the RT group than in the non-RT group (p < 0.001). After being stratified by prognostic score, the weighted IBE incidence rate increased as the risk level increased (p < 0.050). In multivariate regression models, RT lowered the IBE incidence rate by at least 30% in low-, moderate-, and high-risk DCIS (p < 0.010). In particular, the in situ and invasive IBE incidence rate decreased by over 50% in low-risk DCIS with RT (p < 0.001).

Conclusions

RT is associated with a lowered IBE incidence rate in DCIS patients, regardless of the assigned risk levels for patients. The significant reduction in the IBE incidence rate in low-risk DCIS patients also indicates the potential benefits for recommending RT to such a patient population in clinical practice.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  1. Elshof LE, Schaapveld M, Rutgers EJ, et al. The method of detection of ductal carcinoma in situ has no therapeutic implications: results of a population-based cohort study. Breast Cancer Res. 2017;19(1):26.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Olivotto IA, Bancej C, Goel V, et al. Waiting times from abnormal breast screen to diagnosis in 7 Canadian provinces. CMAJ. 2001;165(3):277–83.

    CAS  PubMed  PubMed Central  Google Scholar 

  3. Armed Forces Health Surveillance Center. Incident diagnoses of breast cancer, active component service women, U.S. Armed Forces, 2000–2012. MSMR. 2013;20(9):25–7.

    Google Scholar 

  4. Oseni TO, Zhang B, Coopey SB, Gadd MA, Hughes KS, Chang DC. Twenty-five year trends in the incidence of ductal carcinoma in situ in US Women. J Am Coll Surg. 2019;228(6):932–9.

    Article  PubMed  Google Scholar 

  5. van Seijen M, Lips EH, Thompson AM, et al. Ductal carcinoma in situ: to treat or not to treat, that is the question. Br J Cancer. 2019;121(4):285–92.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Elshof LE, Schmidt MK, Rutgers EJT, van Leeuwen FE, Wesseling J, Schaapveld M. Cause-specific mortality in a population-based cohort of 9799 women treated for ductal carcinoma in situ. Ann Surg. 2018;267(5):952–8.

    Article  PubMed  Google Scholar 

  7. Koh VC, Lim JC, Thike AA, et al. Characteristics and behaviour of screen-detected ductal carcinoma in situ of the breast: comparison with symptomatic patients. Breast Cancer Res Treat. 2015;152(2):293–304.

    Article  PubMed  Google Scholar 

  8. Narod SA, Iqbal J, Giannakeas V, Sopik V, Sun P. Breast cancer mortality after a diagnosis of ductal carcinoma in situ. JAMA Oncol. 2015;1(7):888–96.

    Article  PubMed  Google Scholar 

  9. Kerlikowske K, Molinaro A, Cha I, et al. Characteristics associated with recurrence among women with ductal carcinoma in situ treated by lumpectomy. J Natl Cancer Inst. 2003;95(22):1692–702.

    Article  PubMed  Google Scholar 

  10. Ryser MD, Weaver DL, Zhao F, et al. Cancer outcomes in DCIS patients without locoregional treatment. J Natl Cancer Inst. 2019;111(9):952–60.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Sanders ME, Schuyler PA, Dupont WD, Page DL. The natural history of low-grade ductal carcinoma in situ of the breast in women treated by biopsy only revealed over 30 years of long-term follow-up. Cancer. 2005;103(12):2481–4.

    Article  PubMed  Google Scholar 

  12. Bijker N, Donker M, Wesseling J, den Heeten GJ, Rutgers EJ. Is DCIS breast cancer, and how do I treat it? Curr Treat Options Oncol. 2013;14(1):75–87.

    Article  CAS  PubMed  Google Scholar 

  13. Curigliano G, Burstein HJ, Winer EP, et al. De-escalating and escalating treatments for early-stage breast cancer: the St. Gallen international expert consensus conference on the primary therapy of early breast cancer 2017. Ann Oncol. 2017;28(8):1700–12.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. EORTC Breast Cancer Cooperative Group, EORTC Radiotherapy Group, Bijker N, et al. Breast-conserving treatment with or without radiotherapy in ductal carcinoma-in situ: ten-year results of European Organisation for Research and Treatment of Cancer randomized phase III trial 10853: a study by the EORTC Breast Cancer Cooperative Group and EORTC Radiotherapy Group. J Clin Oncol. 2006;24(21):3381–7.

    Article  Google Scholar 

  15. Emdin SO, Granstrand B, Ringberg A, et al. SweDCIS: radiotherapy after sector resection for ductal carcinoma in situ of the breast. Results of a randomised trial in a population offered mammography screening. Acta Oncol. 2006;45(5):536–43.

    Article  PubMed  Google Scholar 

  16. Julien JP, Bijker N, Fentiman IS, et al. Radiotherapy in breast-conserving treatment for ductal carcinoma in situ: first results of the EORTC randomised phase III trial 10853 EORTC Breast Cancer Cooperative Group and EORTC Radiotherapy Group. Lancet. 2000;355(9203):528–33.

    Article  CAS  PubMed  Google Scholar 

  17. Houghton J, George WD, Cuzick J, et al. Radiotherapy and tamoxifen in women with completely excised ductal carcinoma in situ of the breast in the UK, Australia, and New Zealand: randomised controlled trial. Lancet. 2003;362(9378):95–102.

    Article  PubMed  Google Scholar 

  18. Fisher B, Dignam J, Wolmark N, et al. Lumpectomy and radiation therapy for the treatment of intraductal breast cancer: findings from National Surgical Adjuvant Breast and Bowel Project B-17. J Clin Oncol. 1998;16(2):441–52.

    Article  CAS  PubMed  Google Scholar 

  19. Wapnir IL, Dignam JJ, Fisher B, et al. 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. 2011;103(6):478–88.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Hughes LL, Wang M, Page DL, et al. Local excision alone without irradiation for ductal carcinoma in situ of the breast: a trial of the Eastern Cooperative Oncology Group. J Clin Oncol. 2009;27(32):5319–24.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Solin LJ, Gray R, Hughes LL, et al. Surgical excision without radiation for ductal carcinoma in situ of the breast: 12-year results from the ECOG-ACRIN E5194 study. J Clin Oncol. 2015;33(33):3938–44.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Smith GL, Smith BD, Haffty BG. Rationalization and regionalization of treatment for ductal carcinoma in situ of the breast. Int J Radiat Oncol Biol Phys. 2006;65(5):1397–403.

    Article  PubMed  Google Scholar 

  23. Sagara Y, Freedman RA, Vaz-Luis I, et al. Patient prognostic score and associations with survival improvement offered by radiotherapy after breast-conserving surgery for ductal carcinoma in situ: a population-based longitudinal cohort study. J Clin Oncol. 2016;34(11):1190–6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. National Cancer Institute: Surveillance, Epidemiology, and End Results Program. http://seer.cancer.gov/.

  25. de Goeij MC, van Diepen M, Jager KJ, Tripepi G, Zoccali C, Dekker FW. Multiple imputation: dealing with missing data. Nephrol Dial Transplant. 2013;28(10):2415–20.

    Article  PubMed  Google Scholar 

  26. Seaman SR, White IR, Copas AJ, Li L. Combining multiple imputation and inverse-probability weighting. Biometrics. 2012;68(1):129–37.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Lin DY. Non-parametric inference for cumulative incidence functions in competing risks studies. Stat Med. 1997;16(8):901–10.

    Article  CAS  PubMed  Google Scholar 

  28. Zhang Z. Survival analysis in the presence of competing risks. Ann Transl Med. 2017;5(3):47.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Galimberti S, Sasieni P, Valsecchi MG. A weighted Kaplan–Meier estimator for matched data with application to the comparison of chemotherapy and bone-marrow transplant in leukaemia. Stat Med. 2002;21(24):3847–64.

    Article  PubMed  Google Scholar 

  30. Austin PC. The use of propensity score methods with survival or time-to-event outcomes: reporting measures of effect similar to those used in randomized experiments. Stat Med. 2014;33(7):1242–58.

    Article  PubMed  Google Scholar 

  31. Fine JP, Gray RJ. A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc. 1999;94:496–509.

    Article  Google Scholar 

  32. Goh CW, Wu J, Ding S, et al. Invasive ductal carcinoma with coexisting ductal carcinoma in situ (IDC/DCIS) versus pure invasive ductal carcinoma (IDC): a comparison of clinicopathological characteristics, molecular subtypes, and clinical outcomes. J Cancer Res Clin Oncol. 2019;145(7):1877–86.

    Article  PubMed  Google Scholar 

  33. Hoorntje LE, Schipper ME, Peeters PH, Bellot F, Storm RK, Borel Rinkes IH. The finding of invasive cancer after a preoperative diagnosis of ductal carcinoma-in situ: causes of ductal carcinoma-in situ underestimates with stereotactic 14-gauge needle biopsy. Ann Surg Oncol. 2003;10(7):748–53.

    Article  PubMed  Google Scholar 

  34. Hartmann LC, Sellers TA, Frost MH, et al. Benign breast disease and the risk of breast cancer. N Engl J Med. 2005;353(3):229–37.

    Article  CAS  PubMed  Google Scholar 

  35. Warnberg F, Yuen J, Holmberg L. Risk of subsequent invasive breast cancer after breast carcinoma in situ. Lancet. 2000;355(9205):724–5.

    Article  CAS  PubMed  Google Scholar 

  36. Burkhardt L, Grob TJ, Hermann I, et al. Gene amplification in ductal carcinoma in situ of the breast. Breast Cancer Res Treat. 2010;123(3):757–65.

    Article  CAS  PubMed  Google Scholar 

  37. Clark SE, Warwick J, Carpenter R, Bowen RL, Duffy SW, Jones JL. Molecular subtyping of DCIS: heterogeneity of breast cancer reflected in pre-invasive disease. Br J Cancer. 2011;104(1):120–7.

    Article  CAS  PubMed  Google Scholar 

  38. Cante D, Franco P, Sciacero P, et al. Hypofractionation and concomitant boost to deliver adjuvant whole-breast radiation in ductal carcinoma in situ (DCIS): a subgroup analysis of a prospective case series. Med Oncol. 2014;31(2):838.

    Article  PubMed  CAS  Google Scholar 

  39. Guenzi M, Giannelli F, Bosetti D, et al. Two different hypofractionated breast radiotherapy schedules for 113 patients with ductal carcinoma in situ: preliminary results. Anticancer Res. 2013;33(8):3503–7.

    PubMed  Google Scholar 

  40. Darby SC, Ewertz M, McGale P, et al. Risk of ischemic heart disease in women after radiotherapy for breast cancer. N Engl J Med. 2013;368(11):987–98.

    Article  CAS  PubMed  Google Scholar 

  41. Sheth GR, Cranmer LD, Smith BD, Grasso-Lebeau L, Lang JE. Radiation-induced sarcoma of the breast: a systematic review. Oncologist. 2012;17(3):405–18.

    Article  PubMed  PubMed Central  Google Scholar 

  42. Erel E, Vlachou E, Athanasiadou M, Hassan S, Chandrasekar CR, Peart F. Management of radiation-induced sarcomas in a tertiary referral centre: a review of 25 cases. Breast. 2010;19(5):424–7.

    Article  CAS  PubMed  Google Scholar 

  43. Quadros CA, Vasconcelos A, Andrade R, et al. Good outcome after neoadjuvant chemotherapy and extended surgical resection for a large radiation-induced high-grade breast sarcoma. Int Semin Surg Oncol. 2006;3:18.

    Article  PubMed  PubMed Central  Google Scholar 

  44. Kim KS, Chang JH, Choi N, et al. Radiation-induced sarcoma: a 15-year experience in a single large tertiary referral center. Cancer Res Treat. 2016;48(2):650–7.

    Article  CAS  PubMed  Google Scholar 

  45. Salminen SH, Wiklund T, Sampo MM, et al. Treatment and prognosis of radiation-associated breast angiosarcoma in a nationwide population. Ann Surg Oncol. 2020;27(4):1002–10.

    Article  PubMed  Google Scholar 

  46. Sagara Y, Mallory MA, Wong S, et al. Survival benefit of breast surgery for low-grade ductal carcinoma in situ: a population-based cohort study. JAMA Surg. 2015;150(8):739–45.

    Article  PubMed  Google Scholar 

  47. Fallowfield L, Francis A, Catt S, Mackenzie M, Jenkins V. Time for a low-risk DCIS trial: harnessing public and patient involvement. Lancet Oncol. 2012;13(12):1183–5.

    Article  PubMed  Google Scholar 

  48. McCormick B, Winter K, Hudis C, et al. RTOG 9804: a prospective randomized trial for good-risk ductal carcinoma in situ comparing radiotherapy with observation. J Clin Oncol. 2015;33(7):709–15.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Silverstein MJ. The University of Southern California/Van Nuys prognostic index for ductal carcinoma in situ of the breast. Am J Surg. 2003;186(4):337–43.

    Article  PubMed  Google Scholar 

  50. Rudloff U, Jacks LM, Goldberg JI, et al. Nomogram for predicting the risk of local recurrence after breast-conserving surgery for ductal carcinoma in situ. J Clin Oncol. 2010;28(23):3762–9.

    Article  PubMed  Google Scholar 

  51. Revesz E, Khan SA. What are safe margins of resection for invasive and in situ breast cancer? Oncology (Williston Park). 2011;25(10):890–5.

    Google Scholar 

  52. Wang SY, Chu H, Shamliyan T, et al. Network meta-analysis of margin threshold for women with ductal carcinoma in situ. J Natl Cancer Inst. 2012;104(7):507–16.

    Article  PubMed  PubMed Central  Google Scholar 

  53. Solin LJ, Gray R, Baehner FL, et al. A multigene expression assay to predict local recurrence risk for ductal carcinoma in situ of the breast. J Natl Cancer Inst. 2013;105(10):701–10.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  54. Klimov S, Miligy IM, Gertych A, et al. A whole slide image-based machine learning approach to predict ductal carcinoma in situ (DCIS) recurrence risk. Breast Cancer Res. 2019;21(1):83.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  55. Page DL, Dupont WD, Rogers LW, Jensen RA, Schuyler PA. Continued local recurrence of carcinoma 15–25 years after a diagnosis of low grade ductal carcinoma in situ of the breast treated only by biopsy. Cancer. 1995;76(7):1197–200.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgment

The authors would like to acknowledge Dr. Yun Wu for her assistance in study design.

Funding

This study was supported by the 1.3.5 Project for disciplines of excellence (ZYGD18012).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hong Bu MD, PhD.

Ethics declarations

Disclosures

The authors declare that they have disclosed no potential conflict of interest.

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.

Supplementary material 1 (DOCX 2991 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yang, L., Lu, D., Lai, Y. et al. Prognostic Score-Based Stratification Analysis Reveals Universal Benefits of Radiotherapy on Lowering the Risk of Ipsilateral Breast Event for Ductal Carcinoma In Situ Patients with Different Risk Levels. Ann Surg Oncol 28, 975–984 (2021). https://doi.org/10.1245/s10434-020-09003-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1245/s10434-020-09003-6

Navigation