首页|期刊导航|昆明医科大学学报|血清AREG联合多模态超声预测cN0期浸润性乳腺癌SLN转移的临床价值

血清AREG联合多模态超声预测cN0期浸润性乳腺癌SLN转移的临床价值OA

Clinical Value of Serum AREG Combined with Multimodal Ultrasound in Predicting SLN Metastasis in cN0 Stage Invasive Breast Cancer

中文摘要英文摘要

目的 探讨多模态超声联合血清双向调节蛋白(amphiregulin,AREG)对临床腋窝淋巴结阴性(clinically negative axillary lymph node,cN0)浸润性乳腺癌(invasive breast cancer,IBC)患者前哨淋巴结(sentinel lymph node,SLN)转移的预测价值.方法 选取2023年7月至2025年1月徐州市中心医院收治的218例IBC患者,术前临床评估为cN0,按照7∶3比例随机分为训练集153例、验证集65例,根据术后病理有无SLN转移分为SLN阳性组、SLN阴性组.比较两组多模态超声特征、血清AREG水平,分析多模态超声及其联合血清AREG对SLN转移的预测价值并进行验证.结果 训练集与验证集年龄、月经状态、肿瘤大小、分化程度、分子分型、Ki-67指数、TNM分期、乳腺癌家族史均衡可比(P>0.05);在训练集、验证集中,SLN阳性组与SLN阴性组的淋巴门回声、穿支血管、弹性模量最大值(maximum elastic modulus,Emax)、弥散度(m ean elastic modulus,Esd)、峰值强度、达峰时间比较差异有统计学意义(P<0.05);在训练集、验证集中,SLN阳性组血清AREG水平高于SLN阴性组(P<0.05);多因素Logistic回归分析结果显示,淋巴门回声(异常vs正常:OR=3.758,95%CI:1.523~9.277)、穿支血管(有 vs 无:OR=3.019,95%CI:1.323~6.891)、Emax(每增加 1 kPa:OR=1.046,95%CI:1.024~1.069)、峰值强度(每增加 1 dB:OR=1.037,95%CI:1.011~1.063)、血清 AREG(每增加1 ng/mL:OR=1.005,95%CI:1.001~1.009)是IBC患者SLN转移的独立影响因素(P<0.05);基于多因素Logistic回归分析结果建立的回归方程Logit(P)模型在训练集、验证集中预测IBC患者SLN转移的曲线下面积(area under the curve,AUC)分别为0.890(95%CI:0.848~0.954)、0.879(95%CI:0.816~0.926);校准度分析表明模型预测概率与实际观察概率之间无显著差异,模型拟合良好;决策曲线分析显示,在训练集、验证集中阈值概率为10%~80%的范围内,模型均可获得正向临床净获益.结论 多模态超声联合血清AREG对cN0期IBC患者SLN转移有较高预测价值,有利于对cN0期IBC患者SLN转移状态更精准的术前预警,为临床制定手术决策提供参考依据.

Objective To explore the predictive value of multimodal ultrasound combined with serum Amphiregulin(AREG)for sentinel lymph node(SLN)metastasis in patients with clinically negative axillary lymph node(cN0)invasive breast cancer(IBC).Methods A total of 218 IBC patients admitted to Xuzhou Central Hospital from July 2023 to January 2025 with preoperative clinical assessment of cNO were randomly divided into a training set(153 cases)and validation set(65 cases)in a 7∶3 ratio.Based on postoperative pathology,patients were classified into SLN-positive and SLN-negative groups.Multimodal ultrasound features and serum AREG levels were compared between the two groups.The predictive value of multimodal ultrasound alone and combined with serum AREG for SLN metastasis was analyzed and validated.Results Age,menstrual status,tumor size,differentiation degree,molecular subtype,Ki-67 index,TNM stage and family history of breast cancer were comparable between the training set and the validation set(P>0.05).There were statistically significant differences in lymph hilum echogenicity,penetrating vessels,maximum elastic modulus(Emax),mean elastic modulus(Esd),peak intensity and peak time between the SLN positive group and the SLN negative group in the training set and validation set(P<0.05).Serum AREG levels were significantly higher in the SLN-positive group compared to the SLN-negative group in both datasets(P<0.05).Multivariate Logistic regression analysis showed that lymphatic echo(abnormal vs normal:OR=3.758,95%CI:1.523~9.277),perforator vessels(with vs without:OR=3.019,95%CI:1.323~6.891),Emax(every 1 kPa increase:OR=1.046,95%CI:1.024~1.069),peak intensity(every 1 dB increase:OR=1.037,95%CI:1.011~1.063),serum AREG(every 1 ng/mL increase:OR=1.005,95%CI:1.001~1.009)were independent influencing factors of SLN metastasis in IBC patients(P<0.05).The Logit(P)predictive model based on multivariate logistic regression achieved areas under the curve(AUC)of 0.890(95%CI:0.848~0.954)in the training set and 0.879(95%CI:0.816~0.926)in the validation set.Calibration analysis demonstrated good model fit with no significant difference between predicted and observed probabilities.Decision curve analysis showed positive net clinical benefit within the threshold probability range of 10%~80%in both datasets.Conclusion Multimodal ultrasound combined with serum AREG has high predictive value for SLN metastasis in cN0-stage IBC patients,enabling more accurate preoperative prediction of SLN metastasis status and providing evidence to guide surgical decision-making.

彭娜娜;陶楚楚;王秀芝;江士英;宋小茜

徐州市中心医院超声科,江苏徐州 221000徐州市中心医院超声科,江苏徐州 221000徐州市中心医院超声科,江苏徐州 221000徐州市中心医院超声科,江苏徐州 221000徐州市中心医院超声科,江苏徐州 221000

医药卫生

浸润性乳腺癌血清双向调节蛋白多模态超声前哨淋巴结转移受试者工作特征曲线

Invasive breast cancerSerum amphiregulinMultimodal ultrasoundSentinel lymph node metastasisReceiver operating characteristic curve

《昆明医科大学学报》 2026 (6)

105-115,11

江苏省科技计划专项资金(重点研发计划社会发展)项目(BE2023818)

10.12259/j.issn.2095-610X.S20260611

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