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用于预测无可触及淋巴结肿大的T1-2期浸润性乳腺癌患者N2或N3期的列线图的开发。

Development of a Nomogram to Predict N2 or N3 Stage in T1-2 Invasive Breast Cancer Patients with No Palpable Lymphadenopathy.

作者信息

Kim Isaac, Ryu Jai Min, Kim Jae-Myung, Choi Hee Jun, Lee Se Kyung, Yu Jong Hwan, Lee Jeong Eon, Kim Seok Won, Nam Seok Jin

机构信息

Division of Breast and Endocrine Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.

出版信息

J Breast Cancer. 2017 Sep;20(3):270-278. doi: 10.4048/jbc.2017.20.3.270. Epub 2017 Sep 22.

Abstract

PURPOSE

Subsequent to the American College of Surgeons Oncology Group (ACOSOG) Z0011 and After Mapping of the Axilla: Radiotherapy or Surgery (AMAROS) trials, complete axillary lymph node dissection is not routinely performed, even in cases where metastatic sentinel lymph nodes are detected. We investigated the percentage of N2 or N3 stages in T1-2 invasive breast cancer patients with no lymphadenopathy and developed a nomogram to predict the possibility of N2 or N3 stages in these patients.

METHODS

We retrospectively reviewed the charts of invasive breast cancer patients who were clinically N0 stage, but had a positive sentinel or non-sentinel lymph node detected on sentinel lymph node biopsy. The association of potential risk factors with known outcomes (N2 or N3 stages) was tested using logistic regression analysis. Variables with <0.05 in the multivariate analysis were included in the nomogram. Internal performance validation was carried out using a 5-fold cross validation method.

RESULTS

Among a total of 1,437 patients, 1,355 patients had stage N1 disease (94.3%), while 82 had stage N2 or N3 disease (5.7%). Multivariate stepwise logistic regression analysis revealed lymphovascular invasion (=0.008), T2 stage (=0.026), metastatic lymph node ratio (<0.001), and perinodal extension (<0.001) as independent predictors of N2 or N3 stages. A nomogram was developed based on these factors. The area under the curve estimated from the receiver operating characteristic graph was 0.8050 in the model set and 0.8246 in the test set.

CONCLUSION

Our nomogram can be employed for the prediction of N2 or N3 stage among cases fulfilling the ACOSOG Z0011 or AMAROS criteria.

摘要

目的

继美国外科医师学会肿瘤学组(ACOSOG)Z0011试验以及腋窝映射后放疗或手术(AMAROS)试验之后,即使在检测到转移性前哨淋巴结的情况下,也不再常规进行腋窝淋巴结清扫术。我们调查了无淋巴结病的T1-2期浸润性乳腺癌患者中N2或N3期的比例,并制定了列线图以预测这些患者出现N2或N3期的可能性。

方法

我们回顾性分析了临床N0期浸润性乳腺癌患者的病历,这些患者在进行前哨淋巴结活检时检测到前哨或非前哨淋巴结阳性。使用逻辑回归分析检验潜在危险因素与已知结局(N2或N3期)之间的关联。多变量分析中P<0.05的变量被纳入列线图。使用5折交叉验证方法进行内部性能验证。

结果

在总共1437例患者中,1355例患者为N1期疾病(94.3%),而82例患者为N2或N3期疾病(5.7%)。多变量逐步逻辑回归分析显示,淋巴管浸润(P=0.008)、T2期(P=0.026)、转移淋巴结比例(P<0.001)和结周扩展(P<0.001)是N2或N3期的独立预测因素。基于这些因素制定了列线图。在模型集中,根据受试者工作特征图估计的曲线下面积为0.8050,在测试集中为0.8246。

结论

我们的列线图可用于预测符合ACOSOG Z0011或AMAROS标准的病例中的N2或N3期。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4513/5620442/7207c95c5800/jbc-20-270-g001.jpg

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