Abstract
In the modern era, highly effective anti-HER2 therapy is associated with low local-regional recurrence (LRR) rates for early-stage HER2+ breast cancer raising the question of whether local therapy de-escalation by radiation omission is possible in patients with small-node negative tumors treated with lumpectomy. To evaluate existing data on radiation omission, we used the National Cancer Database (NCDB) to test the hypothesis that RT omission results in equivalent overall survival (OS) in stage 1 (T1N0) HER2+ breast cancer. We excluded patients that received neoadjuvant systemic therapy. We stratified the cohort by receipt of adjuvant radiation. We identified 6897 patients (6388 RT; 509 no RT). Patients that did not receive radiation tended to be ≥70 years-old (odds ratio [OR] = 3.69, 95% CI: 3.02–4.51, p < 0.0001), to have ≥1 comorbidity (OR = 1.33, 95% CI: 1.06–1.68, p = 0.0154), to be Hispanic (OR = 1.49, 95% CI: 1.00–2.22, p = 0.049), and to live in lower income areas (OR = 1.32, 95% CI: 1.07–1.64, p = 0.0266). Radiation omission was associated with a 3.67-fold (95% CI: 2.23–6.02, p < 0.0001) increased risk of death. While other selection biases that influence radiation omission likely persist, these data should give caution to radiation omission in T1N0 HER2+ breast cancer.
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Introduction
Breast conservation therapy with lumpectomy and breast irradiation results in equivalent cancer control outcomes to mastectomy for patients with early stage breast cancer (BC) on the basis ofs randomized controlled clinical trials1,2,3,4. Subsequent efforts have focused on de-escalation of breast irradiation by reducing treatment duration with hypofractionated radiation schedules5,6,7,8 or reducing treatment volume with accelerated partial breast irradiation (APBI)9,10,11,12. Consensus guidelines now recommend hypofractoinated breast RT for nearly all patients with stage I–II, node-negative BC after lumpectomy13 and APBI is an appropriate option for patients with stage I, node-negative ER+ BC based on the results of the two largest APBI trials11,12.
However, the ultimate form of de-escalation is radiation omission. Randomized trials have shown that use of endocrine therapy and radiation omission in elderly women with stage I, node-negative, ER+ BC results in higher rates of ipsilateral breast tumor recurrences without a resulting increased risk of distant metastases or BC mortality14,15. Several prospective studies are evaluating RT omission in younger women (<65 years old) with stage I, ER+/HER2−, node-negative BC that are low-risk by genomic assay16,17,18,19,20,21.
To date, no studies have prospectively evaluated RT omission in HER2+ BC treated with upfront surgery. Prior to the use of anti-HER2 directed therapies, local-regional recurrence (LRR) rates were high in patients with HER2+ BC but have s decreased with the use of trastuzamab and other anti-HER2 directed therapies22. As an attempt to de-escalate systemic therapy for HER2+ BC, the adjuvant paclitaxel trastuzamab (APT) trial evaluated upfront surgery (mastectomy or lumpectomy) followed by adjuvant paclitaxel + trastuzumab for 12 weeks and trastuzumab for a total of 1 year in patients with T1-2N0-N1mic HER2+ BC23,24. The trial population was predominantly stage I, HER2+ BC as fewer than 10% had T2 tumors and only 1% had microscopic nodal disease. Results demonstrated a 7-year LRR-free survival rate of 98.6% for all patients and 99.0% in the 217 patients treated with lumpectomy+radiation25. In addition to the results from the APT trial, preliminary findings from a randomized phase II study of adjuvant ado-trastuzumab emtansine (TDM-1) vs. trastuzumab + paclitaxel in patients with stage I HER2+ BC showed excellent local-regional control with only 2 LRR events out of 383 patients in the TDM-1 group and 4 LRR events in the 114 patients treated with paclitaxel-trastuzmab26. These exceedingly low LRR rates suggests that investigation of RT omission may be warranted in patients with T1N0 HER2+ BC treated with upfront lumpectomy and adjuvant trastuzumab-based systemic therapy.
Here, we evaluate the existing data on radiation omission in HER2+ BC by using the National Cancer Database (NCDB) to test that hypothesis that RT omission results in equivalent overall survival (OS) in stage I (T1N0) HER2+ BC treated with lumpectomy and adjuvant trastuzumab-based systemic therapy.
Results
Patient characteristics
Figure 1 demonstrates that 6897 patients met the inclusion criteria with 509 (7.4%) in the radiation omission group and 6388 (92.6%) in the radiation group. More than 75% of patients had hormone-sensitive disease, >60% had T1c tumors and ~50% had grade 3 disease (Table 1). Patients treated with radiation mostly received conventionally fractionated radiation therapy (63.9%), followed by hypofractionated radiation (23.7%), unknown regimen due to lack of specific details (11.7%), and 0.7% received APBI. In the 509 patients in the omission group, radiation was recommended but not delivered for patient refusal or unknown reasons in 254 patients; radiation was not planned as part of the treatment course in 234 patients; and radiation was contraindicated in 21 patients. We found no difference in patient- or tumor-related characteristics between the 234 patients in which radiation was not planned compared to the 254 patients that refused radiation (Supplementary Table 1). Adjuvant chemotherapy was classified as single-agent in 2341 patients (33.9%), multi-agent in 4449 (64.5%), and not specified in 107 patients (1.6%). Endocrine therapy was administered in 86% (N = 4520) of the hormone-sensitive patients (88.8% radiation group vs. 47.8% radiation omission group, p < 0.0001).
Factors associated with radiation omission
Patients that did not receive radiation tended to be older (mean age = 64.0 years [standard deviation (SD) = 11.6] vs. 59.2 years [SD = 10.2], p < 0.0001 and proportion ≥ 70 years-old vs. <70 years-old 40.9% vs. 15.6%, p < 0.0001) and were more likely to have at least 1 comorbidity (21.4% vs. 14.8%, p < 0.0001). In addition, Table 1 shows that patients in the radiation omission group tended to live in areas with median household income <$46,000 (56.4% vs. 49.2%, p = 0.0016) and in areas where at least 20% of people did not have high school diplomas (35.8% vs. 31.5%, p = 0.0467).
On multivariate logistic regression analysis, Table 2 demonstrates that age ≥ 70 (OR = 3.69, 95% CI: 3.02–4.51, p < 0.0001), presence of ≥1 comorbidity (OR = 1.33, 95% CI: 1.06–1.68, p = 0.0154), Hispanic ethnicity (OR = 1.49, 95% CI: 1.00–2.22, p = 0.049), and living in an area with household income < $46,000 (OR = 1.32, 95% CI: 1.07–1.64, p = 0.0266) were all independently associated with increased odds of radiation omission.
Survival outcomes by receipt of radiation
Median follow-up was 29.4 months (IQR: 19.5–39.9 months) with 155 deaths (60 radiation omission; 95 radiation received). The 2-year OS was significantly worse for patients with radiation omission (88.9% vs. 99.2%, p < 0.0001). Hormone-receptor status (ER−/PR− vs. hormone-sensitive, HR = 1.01 [95% CI: 0.7–1.46], p = 0.95), tumor size (p = 0.14) and grade 3 tumors (p = 0.17) were not significantly associated with OS on univariate analysis. However, when factoring in receipt of endocrine therapy with hormone-receptor status, patients with hormone-sensitive disease that did not receive endocrine therapy (HR = 5.55, 95% CI: 3.86–7.97, p < 0.0001) and patients with ER−/PR− disease (HR = 1.60, 95% CI: 1.07–2.40, p = 0.0222) were associated with worse OS compared to patients with hormone-sensitive disease that received endocrine therapy. Table 3 demonstrates that the adjusted HR for OS in the radiation omission group was 5.32 (95% CI: 3.68–7.69, p < 0.0001). Age ≥ 70 (HR = 2.03 95% CI: 1.42–2.88, p < 0.0001), patients with hormone-sensitive disease that did not receive endocrine therapy (HR = 3.33, 95% CI: 2.23–5.00, p < 0.0001), and tumor size > 1 cm (HR = 1.45, 95% CI: 1.01–2.07, p = 0.0438) were independently associated with worse OS while there was a trend toward an association with worse OS in patients with ≥1 comorbidity and those with grade 3 disease and an association with improved OS in patients of Other (non-Hispanic/Non-Black/non-White) race and those that received multi-agent chemotherapy.
We also performed a subgroup analysis by hormone-receptor status. Table 4 demonstrates the multivariate results for patients with ER−/PR− disease and for hormone-sensitive disease. Radiation omission was associated with a 4.2-fold increased risk of death in the ER−/PR− cohort and a 5.7-fold increased risk of death in the hormone-sensitive cohort. Endocrine therapy omission was also independently associated with an approximate threefold increased risk of death in the hormone-sensitive cohort.
With propensity-score matching, we identified a radiation-treated match (using a caliper size of 0.178 based on a propensity score SD of 0.089) for 504 of 509 patients that did not receive RT. All baseline covariates were well-balanced based on a standardized difference of <0.10 (Table 5). Median follow-up for the 1008 patients was 26.5 months (IQR: 16.3–37.0 months) and there were 79 deaths (60 radiation omission; 19 radiation received). Figure 2 demonstrates that the 2-year OS in the propensity-matched cohort was 88.9% vs. 97.1% (HR = 3.67, 95% CI: 2.23–6.02, p < 0.0001).
Survival outcomes in patients that did not receive radiation therapy
In the 509 patients that did not receive radiation therapy, Supplementary Fig. 1 shows that hormone-sensitive patients that did not receive endocrine therapy had the worse outcomes with 2-yr OS rate of 83.0% compared to 93.8% in hormone-sensitive patients that received endocrine therapy and 91.2% in ER−/PR− patients. Table 6 demonstrates that on univariate and multivariate analysis, the only factor significantly associated with improved OS in the radiation omission cohort was receptor status with HR = 0.33 (95% CI: 0.18–0.61) for patients with hormone-sensitive disease treated with endocrine therapy relative to patients with hormone-sensitive disease that did not receive endocrine therapy and HR = 0.35 (95% CI: 0.17–0.70) for ER−/PR− patients relative to hormone-sensitive patients that did not receive endocrine therapy. No other patient- or tumor-related factors were associated with OS.
Since patients with T1N0 HER2+ and hormone-sensitive BC that receive endocrine therapy represent a low-risk group in which de-escalation of therapy may be considered, we performed a propensity-score matched analysis of OS based on receipt of radiation in this specific subgroup. As shown in Table 1, this subgroup represents 4520 patients, of which 182 did not receive radiation therapy. With propensity-score matching, we identified a radiation-treated match (using a caliper size of 0.007 based on a propensity score SD of 0.035) for 182 of 182 patients that did not receive RT. All baseline covariates were well-balanced based on a standardized difference of <0.10 with the exception of laterality which showed moderate balance with standardized difference = 0.12 (Supplementary Table 2). Median follow-up for the 364 patients was 28.1 months (IQR,: 18.1–38.0 months) and there were 19 deaths (14 radiation omission; 5 radiation received). Figure 3 demonstrates that the 2-year OS in the propensity-matched cohort was 93.8% vs. 97.9% (HR = 3.26, 95% CI: 1.17–9.10, p = 0.0240).
Discussion
We sought to identify whether radiation omission has a measurable effect on overall survival in patients with T1N0 HER2+ BC treated with lumpectomy, adjuvant chemotherapy, and anti-HER2 therapy. We found that only a small proportion (~7%) of patients with T1N0 HER2+ BC treated with lumpectomy and adjuvant HER2-based systemic therapy did not receive adjuvant radiation in a large cohort of patients treated from 2013 to 2015. Even in this cohort of early stage patients treated with modern adjuvant systemic therapy, radiation omission was associated with significantly worse OS when adjusting for potential confounders and on propensity-score matched analysis. Factors associated with radiation omission included older age, presence of ≥1 comorbidity, Hispanic ethnicity, and living in an area with median household income <$46,000/year.
As cancer control outcomes for patients with BC have improved, de-escalation of local and systemic therapies in order to improve the therapeutic ratio has become a central theme of many prospective studies. The issue of omission of adjuvant radiation therapy for HER2+ BC was hypothesized several years ago by Dr. Bellon27, but radiation therapy continuously contributes, in a multidisciplinary context, to modify the natural history and management of the disease28. In particular, there have been numerous attempts at identifying which BC patients who undergo lumpectomy can safely omit adjuvant breast irradiation29. Multiple studies support that breast conservation without radiation looks promising for a subset of women with T1N0 ER+/HER2− BC14,15,30,31,32. To date, HER2+ BC has not been studied for de-escalation of breast irradiation post lumpectomy in part because of the high recurrence rates historically associated with HER2+ BC in the pre-trastuzumab era33. The publication of the APT trial that successfully de-escalated adjuvant chemotherapy intensity (no doxorubicin or cyclophosphamide) in early stage HER2+ BC has generated interest in de-escalating post-lumpectomy breast irradiation in the same population. Since the local recurrence events in the APT trial were infrequent, it is tempting to consider de-escalation of breast irradiation in this patient population. Unfortunately, there are scant data regarding recurrence rates for HER2+ BC post-lumpectomy in the absence of radiation. This is in contrast to T1N0 ER+/HER2− BC where an abundance of prior clinical trials and other data exists establishing that an acceptable hazard ratio for local recurrence can be expected in the absence of post-lumpectomy irradiation34.
The difference in OS between patients that received radiation and those that did not in this study was striking. It is notable that the survival curves separate early with a large difference in OS notable within the first 6 months of follow-up. This finding is inconsistent with the 2005 Early Breast Cancer Trialists’ Group meta-analysis that showed that reductions in BC mortality with adjuvant radiation were seen at 15 years and only in patients that had a >10% absolute reduction in LRR at 5 years. Therefore, it is possible that the results we are seeing in our study may be due to patient non-compliance in the radiation omission cohort. For instance, fewer than half of patients with hormone-sensitive disease in the radiation omission cohort took adjuvant endocrine therapy. However, even in the specific subgroup of patients with hormone-sensitive disease that received endocrine therapy, radiation omission remained associated with worse OS. While all patients were classified as having received adjuvant chemotherapy and anti-HER2 therapy, the NCDB does not capture the number of cycles delivered—therefore, it is possible that the patients in the radiation omission group did not receive the full prescribed course of adjuvant systemic therapy. Certainly, suboptimal delivery of systemic therapy and radiation omission could explain the difference in OS between the two cohorts.
However, since there are currently no reported data regarding radiation omission in stage I, HER2+ BC after lumpectomy and given the high risk of LRR in HER2+ BC in the absence of anti-HER2 based systemic therapy, we must consider alternative hypotheses for the observed differences in OS in this study. One potential explanation for the negative effect of radiation omission on OS is that a significant interaction exists between anti-HER2 therapy and radiation. For instance, Kyndi et al.35 demonstrated that ER−/HER2+ patients with node-positive BC had high risks of LRR when postmastectomy radiation (PMRT) was given without trastuzamab. When trastuzumab and PMRT were given together, Tseng et al.36 found that PMRT was independently associated with an 88% reduction in LRR suggesting a synergistic effect. Finally, in patients with stage I–III HER2+ BC treated with mastectomy and adjuvant trastuzumab ± PMRT, Lanning et al. reported a trend toward higher risk of LRR without PMRT37. These studies suggest that caution must be taken into account when considering radiation omission in patients with HER2+ BC due to the potential synergistic effect of anti-HER2 therapy and radiation.
Another important consideration is to more closely examine the HER2+ populations that were less likely to receive adjuvant radiation. These included older patients with advanced age (≥70 years old) and comorbidities as well as socioeconomic factors such as Hispanic ethnicity and income. While there is precedent for radiation omission in elderly patients with T1N0 ER+/HER2− BC, we do not yet have data that this is a safe approach in elderly women with HER2+ disease. Radiation omission in HER2+ BC could translate into higher risk of developing distant metastases and death from BC given that the recurrence risk peaks early in the disease course, particularly for ER-/PR-/HER2+ disease, and then plateaus38. This is unlike the case for ER+/HER2− BC where the risk of recurrence is low and constant over time38. Therefore, until there are mature data demonstrating the safety of radiation omission in T1N0 HER2+ BC, strong consideration should be given for post-lumpectomy irradiation and utilization of hypofractionated delivery methods to minimize burden of care.
We found that Hispanic women were less likely to receive radiation relative to non-Hispanic white women. In a recent analysis of women with BC of all subtypes diagnosed from 2010 to 2011, Hispanic women with stage I or II ER+/HER2+ disease were 40% more likely to receive guideline discordant care compared to white women39. Our study is consistent in that we found Hispanic women were 50% more likely to not receive radiation compared to white women. Other studies have demonstrated that Black women are less likely to receive trastuzamab and less likely to complete a year-long course of trastuzumab relative to white women40,41. While we did not detect a similar pattern for radiation omission in Black women, the number of non-white patients was small, particularly in the radiation omission cohort.
In addition, we closely examined survival outcomes in the patients that did not receive radiation therapy in order to identify factors that might be associated with improved OS outcomes. The only factor associated with improved OS in this patient cohort was treatment group based on hormone-receptor status and receipt of endocrine therapy. Relative to patients with hormone-sensitive disease that did not receive endocrine therapy, patients with hormone-sensitive disease that did receive endocrine therapy and patients with ER-/PR- disease were associated with better survival outcomes. While de-escalation of radiation therapy would not be considered in T1N0 ER−/PR−/HER2+ disease, the more biologically favorable group of patients with T1N0 hormone-sensitive HER2+ disease that are committed to taking endocrine therapy represents a population in which radiation de-escalation may be considered. However, in our propensity score matched analysis in this subgroup of patients, we found that radiation omission remained associated with worse OS.
An alternative to radiation omission may be APBI, which delivers treatment to the tumor bed region alone in 5–10 days. The proportion of patients with HER2+ disease treated with APBI was low (~5–6%) or unknown in the two largest APBI trials11,12. On the APT trial, only 4% of patients treated with lumpectomy received APBI. The potential advantages of APBI include reducing the volume of breast tissue exposed to radiation and shortening the treatment course to 5 days. APBI delivered with anti-HER2 therapy in the adjuvant setting could serve as a first step in de-escalation of radiation while additional evidence evaluation radiation omission in early stage, HER2+ BC are collected.
Our study has several limitations. The NCDB does not capture data on LRR and/or cancer-specific survival. Therefore, it is unclear if the higher mortality seen in the radiation omission group is due to recurrent disease vs. patient non-compliance with recommend treatments vs. treatment-related toxicity vs. other significant comorbidities particularly with a <30 month median follow-up. While we were able to control and match for known covariates included in the NCDB, other selection biases that influence radiation omission likely persist and could exaggerate the difference in OS seen between the groups. As previously mentioned, the radiation omission group may mask a non-compliant patient cohort that also did not receive adequate systemic therapy, which would place these patients at higher risk of recurrence and death from BC. The NCDB does not provide the end dates of systemic therapy or number of cycles delivered, so it is not possible to capture whether the patients in the radiation omission group received the intended course of systemic therapy. In addition, we are unable to further investigate the reasons why 234 patients in the radiation omission group were classified as not having radiation planned as part of their treatment course when there are no data available to suggest that it is safe to omit adjuvant radiation in HER2+ disease post-lumpectomy. However, we did confirm that there were no differences in the characteristics of patients in which radiation was not planned as part of their course compared to those that refused radiation therapy. There is an ongoing study of radiation omission in HER2+ patients achieving a pathologic complete response to neoadjuvant systemic therapy, but this would not be applicable to the patient population we studied42. In addition, the NCDB does not give details on the specific chemotherapy and anti-HER2 therapy agents used nor the duration of use. Nearly, two-thirds of patients were categorized as having received multi-agent chemotherapy, and it is unclear if this low-risk population was treated with multi-agent chemotherapy regimens (doxorubicin, cyclophosphamide, paclitaxel, and trastuzamab; docetaxel/paclitaxel/trastuzumab, etc.) or if these patients received paclitaxel/trastuzumab and were mistakenly classified as having received multi-agent chemotherapy. Since the APT trial was published in 2015, it is quite possible that multi-agent chemotherapy regimens were used during 2013–2015 which means that RT omission in patients that receive single-agent chemotherapy (paclitaxel/trastuzumab) could result in worse OS outcomes.
In conclusion, we found that radiation omission is independently associated with an increased risk of death in patients with T1N0 HER2+ BC treated with lumpectomy, adjuvant chemotherapy and anti-HER2 therapy. Patients that did not receive radiation tended to be older with more comorbidities, to be Hispanic, and to live in lower income areas. While other selection biases that influence radiation omission likely persist, including the possibility that patients in this cohort were not compliant with systemic therapy, these data should give caution to radiation omission in T1N0 HER2+ BC.
Methods
Patient selection
We retrospectively reviewed the NCDB, which is a combined effort of the Commission on Cancer (CoC) of the American College of Surgeons and the American Cancer Society. The NCDB is a nationwide hospital-based database that contains de-identified hospital registry data from more than 1500 accredited facilities and represents more than 70% of newly diagnosed cancer cases in the United States43. The NCDB collects data on patient demographics and comorbidities, tumor characteristics and staging details, primary therapies administered, and overall survival. The CoC’s NCDB and the hospitals participating in the CoC NCDB are the source of the de-identified data and have not verified and are not responsible for the statistical validity of the data analysis nor the conclusions presented in this study. Since all data are de-identified, this study was deemed exempt by the Ohio State University Medical Center’s Cancer Institutional Review Board.
Patients diagnosed with T1N0 HER2+ BC from 2013 to 2015 were collected from the NCDB participant user file (2013 was the first year in which anti-HER2 therapies were classified as “Immunotherapy” and not “Chemotherapy” in the NCDB). We included patients treated with lumpectomy, adjuvant chemotherapy and anti-HER2 therapy. Mastectomy patients and those undergoing preoperative systemic therapy were excluded. Additional inclusion/exclusion criteria are summarized in Fig. 1.
Treatment definitions
We defined two cohorts of patients: radiation omission and radiation received. We collected details of radiation treatments in the patients that received radiation and reasons radiation was not delivered in the omission group.
Study variables
Age was measured as a continuous and categorical variable (<70 years old vs. ≥70 years old). Categorical variables included: Charlson–Deyo Score, measure of comorbidity (0 vs. ≥1 comorbidities); tumor laterality (left vs. right); hormone-receptor status: ER−/PR− vs. ER+ and/or PR+ (hormone-sensitive); tumor size (≤1 cm vs. >1 cm); tumor grade (grade 3 vs. grade 1–2 vs. unknown); facility type (academic vs. other vs. unknown); race/ethnicity (non-Hispanic White vs. non-Hispanic Black vs. Hispanic vs. Other vs. Unknown); household income status based on zip code (<$46,000/yr vs. ≥$46,000/year vs. unknown), and education level of community based on zip code (≥20% adults without high school diploma vs. <20% vs. unknown). Chemotherapy receipt was categorized as single-agent, multi-agent, or unknown. In hormone-sensitive patients, receipt of endocrine therapy was also captured. Distance to treatment facility was dichotomized by the median value for the entire cohort (8.9 miles) into ≥8.9 miles vs. <8.9 miles.
Statistical methods
First, we evaluated factors associated with radiation omission. Differences in baseline study variables between patients the groups were evaluated with the chi-square test (categorical variables) or t test (continuous variables). Multivariable logistic regression was used to identify independent factors associated with radiation omission (variables with p < 0.20 on univariate analysis were included in the multivariate logistic regression model).
Second, we compared OS between the radiation omission and radiation delivered treatment groups. We hypothesized that the OS between the two treatment groups would be statistically similar. We evaluated OS by the Kaplan–Meier method and by a multivariate Cox proportional hazards model (including all variables with p < 0.20 on univariate analysis). For the analysis of OS in the entire cohort, hormone-receptor status and receipt of endocrine therapy were combined to form three groups of patients: Hormone-sensitive that received endocrine therapy; Hormone-sensitive that did not receive endocrine therapy; and ER−/PR−. In an additional subgroup analysis, we evaluated Cox proportional hazards models specifically in the ER−/PR− patients and hormone-sensitive patients.
In order to further minimize the effect of potential confounders, we used a propensity-score matched analysis. All baseline covariates mentioned in the study variables section were included in the propensity score model. Patients in the radiation omission group were matched to those in the radiation delivered group using a 1:1 nearest available match without replacement44 using a caliper size calculated as 20% of the standard deviation of the propensity score45. Common support of the propensity score distributions was evaluated graphically and balance was evaluated by computing the standardized difference of the covariates across groups46. Following PSM, OS between treatment groups was estimated using the Kaplan–Meier method and the effect of radiation omission was evaluated with a Cox proportional hazards model with robust standard errors to account for clustering in matched pairs. All statistical analyses were performed using SAS, version 9.4 (SAS Institute Inc., Cary, NC). A two-sided p value of <0.05 was considered statistically significant.
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Data availability
The data that support the findings of this study are available from the National Cancer Database, but restrictions apply to the availability of these data, which are not publicly available. The original data from the National Cancer Data Base, as well as the derived analysis dataset, will be made available to researchers at the Commission on Cancer (CoC) centres, who have completed an application form and a Data Usage Agreement. Please contact NCDB_PUF@facs.org for data access requests. The data generated and analyzed during this study are described in the following metadata record: https://doi.org/10.6084/m9.figshare.1363685347.
Code availability
All statistical analysis were conducted using SAS v9.4. The SAS code used for this analysis is available upon request. Please contact the corresponding author.
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J.B.—study design/concept, interpretation of data, drafting and editing the paper, approve submitted paper. S.J.—interpretation of data, editing the paper, approve submitted paper; D.S.—interpretation of data, editing the paper, approve the submitted paper; K.P.—interpretation of data, editing the paper, approve the submitted paper. S.B.—interpretation of data, editing the paper, approve the submitted paper. E.H.—interpretation of data, editing the paper, approve the submitted paper. J.W.—study design/concept, interpretation of data, drafting and editing the paper, approve the submitted paper.
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Bazan, J.G., Jhawar, S.R., Stover, D. et al. De-escalation of radiation therapy in patients with stage I, node-negative, HER2-positive breast cancer. npj Breast Cancer 7, 33 (2021). https://doi.org/10.1038/s41523-021-00242-8
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DOI: https://doi.org/10.1038/s41523-021-00242-8
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