Department of Breast Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China.
State Key Laboratory of Oncology in Southern China, Guangzhou, China.
Cancer Res Treat. 2018 Oct;50(4):1260-1269. doi: 10.4143/crt.2017.443. Epub 2018 Jan 2.
Survival of metastatic breast cancer (MBC) patient remains unknown and varies greatly from person to person. Thus, we aimed to construct a nomogram to quantify the survival probability of patients with MBC.
We had included 793 MBC patients and calculated trends of case fatality rate by Kaplan-Meier method and joinpoint regression. Six hundred thirty-four patients with MBC between January 2004 and July 2011 and 159 patients with MBC between August 2011 and July 2013 were assigned to training cohort and internal validation cohort, respectively. We constructed the nomogram based on the results of univariable and multivariable Cox regression analyses in the training cohort and validated the nomogram in the validation cohort. Concordance index and calibration curves were used to assess the effectiveness of nomogram.
Case fatality rate of MBC was increasing (annual percentage change [APC], 21.6; 95% confidence interval [CI], 1.0 to 46.3; p < 0.05) in the first 18 months and then decreased (APC, ‒4.5; 95% CI, ‒8.2 to ‒0.7; p < 0.05). Metastasis-free interval, age, metastasis location, and hormone receptor status were independent prognostic factors and were included in the nomogram, which had a concordance index of 0.69 in the training cohort and 0.67 in the validation cohort. Calibration curves indicated good consistency between the two cohorts at 1 and 3 years.
In conclusion, the fatality risk of MBC was increasing and reached the summit between 13th and 18th month afterthe detection of MBC. We have developed and validated a nomogram to predict the 1- and 3-year survival probability in MBC.
转移性乳腺癌(MBC)患者的生存情况尚不清楚,且因人而异。因此,我们旨在构建一个列线图来量化 MBC 患者的生存概率。
我们纳入了 793 例 MBC 患者,并通过 Kaplan-Meier 法和 joinpoint 回归计算病死率趋势。2004 年 1 月至 2011 年 7 月间的 634 例 MBC 患者和 2011 年 8 月至 2013 年 7 月间的 159 例 MBC 患者分别被分配到训练队列和内部验证队列。我们基于训练队列中单变量和多变量 Cox 回归分析的结果构建了列线图,并在验证队列中验证了该列线图。一致性指数和校准曲线用于评估列线图的有效性。
MBC 的病死率在最初的 18 个月呈上升趋势(年变化百分比 [APC],21.6;95%置信区间 [CI],1.0 至 46.3;p < 0.05),然后下降(APC,-4.5;95%CI,-8.2 至-0.7;p < 0.05)。无转移间隔、年龄、转移部位和激素受体状态是独立的预后因素,被纳入列线图中,该列线图在训练队列中的一致性指数为 0.69,在验证队列中的一致性指数为 0.67。校准曲线表明,两组在 1 年和 3 年时具有良好的一致性。
综上所述,MBC 的死亡风险在 MBC 检测后 13 至 18 个月之间呈上升趋势并达到峰值。我们已经开发并验证了一个列线图,可以预测 MBC 患者 1 年和 3 年的生存率。