Research Center Inserm, U1219, Bordeaux, France.
University of Bordeaux, Bordeaux, France.
BMC Cancer. 2018 Feb 9;18(1):171. doi: 10.1186/s12885-018-4076-4.
In addition to tumor characteristics and lifestyle factors, cancer relapses are often related to the risk of death but have not been jointly studied. We investigate the prognostic factors of recurrent events and death after a diagnosis of breast cancer and predict individual deaths including a history of recurrences.
The E3N (Etude Epidémiologique auprès de Femmes de la Mutuelle Générale de l'Education Nationale) study is a prospective cohort study that was initiated in 1990 to investigate factors associated with the most common types of cancer. Overall survival and three types of recurrent events were considered: locoregional recurrence, metastasis, and second primary breast cancer. Recurrent events and death were analyzed using a joint frailty model.
The analysis included 4926 women from the E3N cohort diagnosed with a first primary invasive breast cancer between June 1990 and June 2008; during the follow-up, 1334 cases had a recurrence (median time of follow-up is 7.2 years) and 469 women died. Cases with high grade, large tumor size, axillary nodal involvement, and negative estrogen and progesterone receptors had a higher risk of recurrence or death. Furthermore, smoking increased the risk of relapse. For cases with a medium risk profile in terms of tumor characteristics and lifestyle factors, the probability of dying between 5 and 10 years after diagnosis was 6, 20 and 36% for 0, 1 or 2 recurrences within the first 5 years after diagnosis, respectively.
Our study showed the importance of considering baseline lifestyle characteristics and history of relapses to dynamically predict the risk of death in breast cancer cases. Medical experience coupled with an estimate of a patient's survival probability that considers all available information for this patient would enable physicians to make better informed decisions regarding their actions and thus improve clinical output.
除了肿瘤特征和生活方式因素外,癌症复发通常与死亡风险相关,但尚未联合研究。我们调查了乳腺癌诊断后复发事件和死亡的预后因素,并预测包括复发史在内的个体死亡。
E3N(法国女性教育互助会队列研究)是一项前瞻性队列研究,于 1990 年启动,旨在研究与最常见癌症类型相关的因素。总体生存率和三种复发类型均被考虑在内:局部区域复发、转移和第二原发乳腺癌。使用联合脆弱性模型分析复发事件和死亡。
该分析纳入了 1990 年 6 月至 2008 年 6 月期间 E3N 队列中诊断为第一原发性浸润性乳腺癌的 4926 名女性;在随访期间,1334 例发生复发(中位随访时间为 7.2 年),469 例死亡。高分级、大肿瘤大小、腋窝淋巴结受累和雌激素和孕激素受体阴性的病例复发或死亡风险更高。此外,吸烟增加了复发的风险。对于肿瘤特征和生活方式因素处于中等风险特征的病例,在诊断后 5-10 年内死亡的概率分别为 0、1 或 2 次复发的 6%、20%和 36%。
我们的研究表明,考虑基线生活方式特征和复发史对于动态预测乳腺癌病例死亡风险的重要性。将患者的所有可用信息与医生的医疗经验相结合,以估计患者的生存概率,这将使医生能够更好地做出决策,从而提高临床效果。