Niu Zihan, Hao Yunxia, Gao Yuanjing, Zhang Jing, Xiao Mengsu, Mao Feng, Zhou Yidong, Cui Ligang, Jiang Yuxin, Zhu Qingli
Department of Ultrasound, Peking Union Medical College, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, People's Republic of China.
Department of Ultrasound, Peking University Third Hospital, Haidian District, 49 North Garden Road, Beijing, 100191, People's Republic of China.
Insights Imaging. 2024 Mar 25;15(1):86. doi: 10.1186/s13244-024-01648-1.
To develop and validate a nomogram for predicting ≥ 3 metastatic axillary lymph nodes (ALNs) in early breast cancer with no palpable axillary adenopathy by clinicopathologic data, contrast-enhanced (CE) lymphatic ultrasound (US), and grayscale findings of sentinel lymph nodes (SLNs).
Women with T1-2N0 invasive breast cancer were consecutively recruited for the CE lymphatic US. Patients from Center 1 were grouped into development and internal validation cohorts at a ratio of 2:1. The external validation cohort was constructed from Center 2. The clinicopathologic data and US findings of SLNs were analyzed. A nomogram was developed to predict women with ≥ 3 metastatic ALNs. Nomogram performance was assessed with the area under the receiver operating characteristic curve (AUC) and calibration curve analysis.
One hundred seventy-nine from Center 1 were considered the development cohorts. The remaining 90 participants from Center 1 were internal cohorts and 197 participants from Center 2 were external validation cohorts. The US findings of no enhancement (odds ratio (OR), 15.3; p = 0.01), diffuse (OR, 19.1; p = 0.01) or focal eccentric (OR, 27.7; p = 0.003) cortical thickening, and absent hilum (OR, 169.7; p < 0.001) were independently associated with ≥ 3 metastatic ALNs. Compared to grayscale US or CE lymphatic US alone, the nomogram showed the highest AUC of 0.88 (0.85, 0.91). The nomogram showed a calibration slope of 1.0 (p = 0.80-0.81; Brier = 0.066-0.067) in validation cohorts in predicting ≥ 3 metastatic ALNs.
Patients likely to have ≥ 3 metastatic ALNs were identified by combining the lymphatic and grayscale US findings of SLNs. Our nomogram could aid in multidisciplinary treatment decision-making.
This trial is registered on www.chictr.org.cn : ChiCTR2000031231. Registered March 25, 2020.
A nomogram combining lymphatic CEUS and grayscale US findings of SLNs could identify early breast cancer patients with low or high axillary tumor burden preoperatively, which is more applicable to the Z0011 era. Our nomogram could be useful in aiding multidisciplinary treatment decision-making for patients with early breast cancer.
• CEUS can help identify and diagnose SLN in early breast cancer preoperatively. • Combining lymphatic and grayscale US findings can predict axillary tumor burden. • The nomogram showed a high diagnostic value in validation cohorts.
通过临床病理数据、对比增强(CE)淋巴超声(US)和前哨淋巴结(SLN)的灰阶表现,开发并验证一种用于预测早期乳腺癌且腋窝无可触及肿大淋巴结时出现≥3枚腋窝转移淋巴结(ALN)的列线图。
连续招募T1-2N0期浸润性乳腺癌女性患者进行CE淋巴超声检查。来自中心1的患者按2:1的比例分为开发队列和内部验证队列。外部验证队列由中心2构建。分析SLN的临床病理数据和超声表现。开发一种列线图以预测出现≥3枚转移ALN的女性。通过受试者操作特征曲线(AUC)下面积和校准曲线分析评估列线图性能。
来自中心1的179例患者被视为开发队列。来自中心1的其余90例参与者为内部队列,来自中心2的197例参与者为外部验证队列。超声表现为无强化(比值比(OR),15.3;p = 0.01)、弥漫性(OR,19.1;p = 0.01)或局灶性偏心性(OR,27.7;p = 0.003)皮质增厚以及无门部结构(OR,169.7;p < 0.001)与≥3枚转移ALN独立相关。与单独的灰阶超声或CE淋巴超声相比,列线图显示出最高的AUC为0.88(0.85,0.91)。在验证队列中,列线图在预测≥3枚转移ALN时显示校准斜率为1.0(p = 0.80-0.81;Brier = 0.066-0.067)。
通过结合SLN的淋巴和灰阶超声表现,识别出可能出现≥3枚转移ALN的患者。我们的列线图有助于多学科治疗决策。
本试验在www.chictr.org.cn上注册:ChiCTR2000031231。于2020年3月25日注册。
一种结合淋巴CEUS和SLN灰阶超声表现的列线图可以在术前识别腋窝肿瘤负荷低或高的早期乳腺癌患者,这更适用于Z0011时代。我们的列线图有助于早期乳腺癌患者的多学科治疗决策。
• CEUS可帮助术前识别和诊断早期乳腺癌中的SLN。• 结合淋巴和灰阶超声表现可预测腋窝肿瘤负荷。• 列线图在验证队列中显示出较高的诊断价值。