Department of General Surgery, Máxima Medical Centre, Veldhoven, The Netherlands.
Ann Surg Oncol. 2012 Jun;19(6):1841-9. doi: 10.1245/s10434-011-2169-2. Epub 2011 Dec 30.
To compare the outcomes of the available systems that predict the risk of non-sentinel lymph node (non-SLN) metastasis and to evaluate the variability within a group of SLN-positive breast cancer patients.
Predicted probabilities and scores for non-SLN metastasis were calculated with nine predictive systems for 120 SLN-positive patients who underwent a completion axillary lymph node dissection. The number of patients was calculated that were considered low risk or had a probability of ≤ 10% by at least one of the systems. For each nomogram, a box plot was constructed. All patients with a predicted probability of ≤ 10% according to the Memorial Sloan-Kettering Cancer Center (MSKCC) nomogram were selected, and a comparison was made with the probabilities predicted by the other systems.
Nearly two-thirds (64.2%, n = 77) of patients with SLN-positive breast cancer were allocated to a low-risk or low-probability group by at least one of the predictive systems. No patients were uniformly classified as low risk by all nine prediction models. At the group level, a considerable variation in the distribution of the predicted probabilities was observed. At the individual level, calculation of the predicted probabilities for the selected patients who were considered low risk (≤ 10%) according to the MSKCC nomogram, showed even larger variations, ranging from 4 to 94%.
This study shows that there is an unacceptably high variability in individual predictions when the predictive systems that are currently available are used to predict non-SLN metastasis in patients with SLN-positive breast cancer.
比较目前可用于预测非前哨淋巴结(non-SLN)转移风险的系统的结果,并评估一组前哨淋巴结阳性乳腺癌患者内部的变异性。
对 120 例接受完成腋窝淋巴结清扫术的前哨淋巴结阳性患者,使用 9 种预测系统计算非 SLN 转移的预测概率和评分。计算至少有一种系统认为低风险或概率≤10%的患者数量。对于每个列线图,构建一个箱线图。根据 Memorial Sloan-Kettering Cancer Center(MSKCC)列线图预测概率≤10%的所有患者被选择,并与其他系统预测的概率进行比较。
近三分之二(64.2%,n=77)的前哨淋巴结阳性乳腺癌患者至少被一种预测系统分配到低风险或低概率组。没有患者被所有 9 种预测模型一致地归类为低风险。在组水平上,观察到预测概率的分布存在相当大的差异。在个体水平上,对根据 MSKCC 列线图被认为是低风险(≤10%)的选定患者计算预测概率,显示出更大的变化范围,从 4%到 94%。
本研究表明,当使用目前可用的预测系统来预测前哨淋巴结阳性乳腺癌患者的非 SLN 转移时,个体预测存在不可接受的高变异性。