Department of Medical Oncology, Sir Run Run Shaw Hospital, Medical School of Zhejiang University, Hangzhou, China.
Department of Surgery, Queen Mary Hospital, The University of Hong Kong, Pokfulam, Hong Kong SAR, China.
Sci Rep. 2020 Jan 17;10(1):560. doi: 10.1038/s41598-019-57168-2.
The aim of current study was to use competing risk model to assess whether medullary carcinoma of the breast (MCB) has a better prognosis than invasive ductal carcinomas of breast cancer (IDC), and to build a competing risk nomogram for predicting the risk of death of MCB. We involved 3,580 MCB patients and 319,566 IDC patients from Surveillance, Epidemiology, and End Results (SEER) database. IDC was found to have a worse BCSS than MCB (Hazard ratio (HR) > 1, p < 0.001). The 5-year cumulative incidences of death (CID) was higher in IDC than MCB (p < 0.001). Larger tumor size, increasing number of positive lymph nodes and unmarried status were found to worsen the BCSS of MCB (HR > 1, p < 0.001). We found no association between ER, PR, radiotherapy or chemotherapy and MCB prognosis (p > 0.05). After a penalized variable selection process, the SH model-based nomogram showed moderate accuracy of prediction by internal validation of discrimination and calibration with 1,000 bootstraps. In summary, MCB patients had a better prognosis than IDC patients. Interestingly, unmarried status in addition to expected risk factors such as larger tumor size and increasing number of positive lymph nodes were found to worsen the BCSS of MCB. We also established a competing risk nomogram as an easy-to-use tool for prognostic estimation of MCB patients.
本研究旨在使用竞争风险模型评估乳腺髓样癌(MCB)的预后是否优于乳腺浸润性导管癌(IDC),并构建用于预测 MCB 死亡风险的竞争风险列线图。我们纳入了来自监测、流行病学和最终结果(SEER)数据库的 3580 名 MCB 患者和 319566 名 IDC 患者。结果发现 IDC 的 BCSS 比 MCB 差(风险比(HR)>1,p<0.001)。IDC 的 5 年累积死亡率(CID)高于 MCB(p<0.001)。较大的肿瘤大小、阳性淋巴结数量的增加和未婚状态被发现会使 MCB 的 BCSS 恶化(HR>1,p<0.001)。我们发现 ER、PR、放疗或化疗与 MCB 预后之间无关联(p>0.05)。在经过惩罚变量选择过程后,基于 SH 模型的列线图通过 1000 次 bootstrap 内部验证的区分度和校准度显示出中等的预测准确性。总之,MCB 患者的预后优于 IDC 患者。有趣的是,除了肿瘤较大和阳性淋巴结数量增加等预期危险因素外,未婚状态也被发现会使 MCB 的 BCSS 恶化。我们还建立了一个竞争风险列线图,作为一种用于 MCB 患者预后评估的易于使用的工具。