Department of Pathology, School of Basic Medical Science, Southern Medical University, Guangzhou, People's Republic of China.
The Cancer Center of The Fifth Affiliated Hospital of Sun Yat-Sen University, Zhuhai, People's Republic of China.
Cancer Med. 2023 Apr;12(7):7951-7961. doi: 10.1002/cam4.5575. Epub 2023 Jan 11.
Brain metastasis (BM) in triple-negative breast cancer (TNBC) patients is associated with significant morbidity and mortality. In this research we aimed to develop a nomogram to predict the prognosis of TNBC patients with BMs (TNBC-BM) and explore the potential risk factors.
We used data from the Surveillance, Epidemiology, and End Results (SEER) database. A prognostic nomogram was built and validated based on patients with BM at newly diagnosed TNBC (nTNBC-BM). Its effect on TNBC patients with BM was also validated in an extended group. The prognostic effect of treatment and risk factors for nTNBC-BM were further tested.
A nomogram was constructed and validated to predict overall survival (OS) in TNBC-BM patients. For patients with BM diagnosed at the initial treatment or later course, the C-index (0.707, 0.801, and 0.685 in the training, validation, and extended groups, respectively) and calibration plots showed the acceptable prognostic accuracy and clinical applicability of the model. Surgery on the primary tumor and chemotherapy were found to confer significantly better OS (11 months vs. 4 months; 5 months vs. 3 months, respectively). In addition, advanced tumor/nodal stage and bilateral cancer were associated with a higher risk of nTNBC-BM.
We developed a sensitive and discriminative nomogram to predict OS in TNBC-BM patients, both at initial diagnosis and the latter course. nTNBC-BM patients may benefit more from surgery and chemotherapy than from radiotherapy. In addition, in the predictive model, TNBC patients harboring advanced tumor/nodal stages and bilateral tumors were more likely to have BM at initial diagnosis.
三阴性乳腺癌(TNBC)患者的脑转移(BM)与较高的发病率和死亡率相关。本研究旨在构建一个列线图,以预测初诊为 TNBC 伴 BM(TNBC-BM)患者的预后,并探讨潜在的风险因素。
我们使用了来自监测、流行病学和最终结果(SEER)数据库的数据。基于初诊为 BM 的 TNBC(nTNBC-BM)患者建立并验证了一个预后列线图。还在扩展组中验证了其对 BM 伴 TNBC 患者的影响。进一步检验了治疗效果和 nTNBC-BM 的风险因素。
构建并验证了一个列线图来预测 TNBC-BM 患者的总生存(OS)。对于在初始治疗或后续治疗中诊断为 BM 的患者,C 指数(训练、验证和扩展组中分别为 0.707、0.801 和 0.685)和校准图表明该模型具有可接受的预后准确性和临床适用性。原发肿瘤手术和化疗可显著改善 OS(11 个月比 4 个月;5 个月比 3 个月)。此外,晚期肿瘤/淋巴结分期和双侧肿瘤与 nTNBC-BM 的风险增加相关。
我们开发了一个敏感和有区分度的列线图,可预测初诊和后续治疗中 TNBC-BM 患者的 OS。nTNBC-BM 患者可能从手术和化疗中获益多于放疗。此外,在预测模型中,具有晚期肿瘤/淋巴结分期和双侧肿瘤的 TNBC 患者更有可能在初诊时发生 BM。