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Published in: Annals of Surgical Oncology 2/2021

01-02-2021 | Radiotherapy | Breast Oncology

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

Authors: Libo Yang, MD, PhD, Dongli Lu, PhD, Yutian Lai, MD, PhD, Mengjia Shen, MD, PhD, Qiuxiao Yu, PhD, Ting Lei, MD, PhD, Tianjie Pu, MD, PhD, Hong Bu, MD, PhD

Published in: Annals of Surgical Oncology | Issue 2/2021

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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.
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Literature
1.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
2.
go back to reference 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.PubMedPubMedCentral 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.PubMedPubMedCentral
3.
go back to reference 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. 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.
4.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
5.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
6.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
7.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
8.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
9.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
10.
11.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
12.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
13.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
14.
go back to reference 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.CrossRef 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.CrossRef
15.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
16.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
17.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
18.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
19.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
20.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
21.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
22.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
23.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
25.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
27.
go back to reference Lin DY. Non-parametric inference for cumulative incidence functions in competing risks studies. Stat Med. 1997;16(8):901–10.PubMedCrossRef Lin DY. Non-parametric inference for cumulative incidence functions in competing risks studies. Stat Med. 1997;16(8):901–10.PubMedCrossRef
29.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
30.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
31.
go back to reference Fine JP, Gray RJ. A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc. 1999;94:496–509.CrossRef Fine JP, Gray RJ. A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc. 1999;94:496–509.CrossRef
32.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
33.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
34.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
35.
go back to reference Warnberg F, Yuen J, Holmberg L. Risk of subsequent invasive breast cancer after breast carcinoma in situ. Lancet. 2000;355(9205):724–5.PubMedCrossRef Warnberg F, Yuen J, Holmberg L. Risk of subsequent invasive breast cancer after breast carcinoma in situ. Lancet. 2000;355(9205):724–5.PubMedCrossRef
36.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
37.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
38.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
39.
go back to reference 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 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
40.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
41.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
42.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
43.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
44.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
45.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
46.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
47.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
48.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
49.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
50.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
51.
go back to reference 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. 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.
52.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
53.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
54.
go back to reference 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.PubMedPubMedCentralCrossRef 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.PubMedPubMedCentralCrossRef
55.
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
Metadata
Title
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
Authors
Libo Yang, MD, PhD
Dongli Lu, PhD
Yutian Lai, MD, PhD
Mengjia Shen, MD, PhD
Qiuxiao Yu, PhD
Ting Lei, MD, PhD
Tianjie Pu, MD, PhD
Hong Bu, MD, PhD
Publication date
01-02-2021
Publisher
Springer International Publishing
Keyword
Radiotherapy
Published in
Annals of Surgical Oncology / Issue 2/2021
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-020-09003-6

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