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术前粗针穿刺活检诊断的乳腺导管癌前哨淋巴结转移的预测

Prediction of Sentinel Lymph Node Metastasis in Breast Ductal Carcinoma Diagnosed by Preoperative Core Needle Biopsy.

作者信息

Zhang Kai, Qian Lang, Zhu Qian, Chang Cai

机构信息

Department of Medical Ultrasound, Fudan University Shanghai Cancer Center, Shanghai, China.

出版信息

Front Oncol. 2020 Nov 10;10:590686. doi: 10.3389/fonc.2020.590686. eCollection 2020.

Abstract

PURPOSE

The positivity of sentinel lymph node (SLN) metastasis is relatively low in ductal carcinoma (DCIS) patients. The aim of this study was to investigate factors associated with SLN metastasis and build a model to predict the potential risk of SLN metastasis in patients with a preoperative diagnosis of DCIS.

PATIENTS AND METHODS

Core needle biopsy-proved DCIS patients who underwent SLN biopsy and breast surgery were retrospectively reviewed and selected. Univariate analysis was used to identify the variables correlated with SLN metastasis. A model to predict SLN metastasis was developed using a multivariate logistic regression in the training set and then validated in an internal set.

RESULTS

A total of 407 patients with a preoperative diagnosis of DCIS were included. Upstaging to invasive/microinvasive cancer occurred in 225 patients after surgery. SLN metastasis was found in 42 patients, including 32 patients upstaging to invasive disease, 8 to microinvasive disease, and 2 pure DCIS. Tumor size based on US examination, axillary ultrasound finding, multifocality, surgery, upstaging, and Ki-67 expression were significantly related to SLN metastasis. The model incorporating tumor size, axillary ultrasound finding and multifocality yielded an AUC of 0.805 (95% CI: 0.715-0.895, <0.001) in the training set, and 0.729 (95% CI: 0.547-0.911, =0.013) in the testing set.

CONCLUSION

A simple model was developed to predict SLN metastasis in patients with a preoperative diagnosis of DCIS. With good discriminatory power, this model should be helpful for surgeons to decide if SLN biopsy could be safely avoided in certain patients.

摘要

目的

前哨淋巴结(SLN)转移在导管原位癌(DCIS)患者中的阳性率相对较低。本研究旨在探讨与SLN转移相关的因素,并建立一个模型来预测术前诊断为DCIS的患者发生SLN转移的潜在风险。

患者和方法

对经粗针活检证实为DCIS且接受了SLN活检和乳房手术的患者进行回顾性研究并入选。采用单因素分析确定与SLN转移相关的变量。在训练集中使用多因素逻辑回归建立预测SLN转移的模型,然后在内部数据集进行验证。

结果

共纳入407例术前诊断为DCIS的患者。术后225例患者进展为浸润性/微浸润性癌。42例患者发现SLN转移,其中32例进展为浸润性疾病,8例进展为微浸润性疾病,2例为单纯DCIS。基于超声检查的肿瘤大小、腋窝超声检查结果、多灶性、手术、分期及Ki-67表达与SLN转移显著相关。纳入肿瘤大小、腋窝超声检查结果和多灶性的模型在训练集中的AUC为0.805(95%CI:0.715-0.895,P<0.001),在测试集中为0.729(95%CI:0.547-0.911,P=0.013)。

结论

建立了一个简单的模型来预测术前诊断为DCIS的患者的SLN转移。该模型具有良好的辨别力,有助于外科医生决定在某些患者中是否可以安全地避免进行SLN活检。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec76/7693536/a79cbc4893bc/fonc-10-590686-g001.jpg

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