Breast Surgical Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
Ann Surg Oncol. 2022 Jun;29(6):3740-3748. doi: 10.1245/s10434-021-11293-3. Epub 2022 Jan 22.
Anatomic extent of ductal carcinoma in situ (DCIS) may be uncertain in spite of clinical, pathologic, and imaging data. Consequently close/positive margins are common with lumpectomy for DCIS and often lead to a challenge in deciding whether to perform a re-excision or mastectomy.
From a single health system, we identified cases of lumpectomy for DCIS with close/positive margins who underwent re-excision for the purpose of constructing a nomogram. In total, 289 patients were available for analysis. The patients were randomly divided into two sets allocating 70% to the modeling and 30% to the validation set. A multivariable logistic regression model was used to estimate the probability of overall positive margin status using multiple clinicopathologic predictors. Nomogram validation included internal tenfold cross-validation, internal bootstrap validation, and external validation for which a concordance index was calculated to assess the external validity.
Significant predictors of persistent positive margins from regression modeling included necrosis at diagnosis (non-comedo or comedo); DCIS not associated with calcifications on core biopsy; high-grade DCIS; progesterone receptor positivity; and number of positive margins at initial surgery. When subjected to internal validation, the nomogram achieved an uncorrected concordance index of 0.7332, a tenfold cross-validation concordance index of 0.6795, and a bootstrap-corrected concordance index of 0.6881. External validation yielded an estimated concordance index of 0.7095.
Using clinical and pathologic variables from initial diagnosis and surgery for DCIS, this nomogram predicts persistent positive margins with margin re-excision, and may be a valuable tool in surgical decision-making.
尽管有临床、病理和影像学数据,但导管原位癌(DCIS)的解剖范围仍不确定。因此,对于 DCIS 的保乳切除术,切缘接近/阳性很常见,这往往导致在决定是否进行再次切除或乳房切除术时面临挑战。
我们从单一医疗系统中确定了因 DCIS 切缘接近/阳性而行再次切除术的保乳术病例,目的是构建一个列线图。共有 289 例患者可用于分析。患者随机分为两组,70%用于建模,30%用于验证组。使用多变量逻辑回归模型,使用多个临床病理预测因素来估计总体阳性切缘状态的概率。列线图验证包括内部十折交叉验证、内部自举验证和外部验证,计算一致性指数以评估外部有效性。
回归模型中与持续阳性切缘相关的显著预测因子包括诊断时的坏死(非粉刺或粉刺);与核心活检中钙化无关的 DCIS;高级别 DCIS;孕激素受体阳性;以及初始手术中的阳性切缘数量。在内部验证中,该列线图的未校正一致性指数为 0.7332,十折交叉验证一致性指数为 0.6795,自举校正一致性指数为 0.6881。外部验证得出的估计一致性指数为 0.7095。
使用 DCIS 初始诊断和手术时的临床和病理变量,该列线图预测了具有切缘再次切除的持续性阳性切缘,可能是手术决策中的一种有价值的工具。