临床外科杂志 ›› 2026, Vol. 34 ›› Issue (9): 1000-1004.doi: 10.3969/j.issn.1005-6483.20250889

• 论著 • 上一篇    下一篇

肥胖乳腺癌手术切口脂肪液化的因素探讨及风险预警列线图构建

黄倩 李杰宝   

  1. 430030 湖北武汉,武汉市中西医结合医院(武汉市第一医院)甲状腺乳腺外科
  • 收稿日期:2025-09-08 出版日期:2026-09-20 发布日期:2026-09-20
  • 通讯作者: 李杰宝,Email:jxlvpp@163.com
  • 基金资助:
    武汉市卫生健康委员会科技计划项目(WX15B17)

Discussion on influencing factors of fat liquefaction in surgical incision of obese breast cancer and study onrisk early warning scheme

HUANG Qian,LI Jiebao   

  1. Department of Thyroid and Mammary Surgery, Wuhan Hospital of Integrated Traditional Chinese and Western Medicine, Wuhan 430030, China
  • Received:2025-09-08 Online:2026-09-20 Published:2026-09-20

摘要: 目的 探讨肥胖乳腺癌手术切口脂肪液化的影响因素,构建风险预警列线图并验证其效能。方法 2021年1月~2024年6月收治的327例肥胖乳腺癌病人,根据术后切口是否发生脂肪液化分为发生组(72例)和未发生组(255例),采取多因素Logistic回归分析肥胖乳腺癌手术切口脂肪液化的影响因素;应用R软件构建风险预警列线图,绘制受试者工作特征(ROC)曲线、校准曲线验证模型对肥胖乳腺癌手术切口脂肪液化发生风险的预测效能。结果 发生组年龄、身体质量指数(BMI)、糖尿病占比、术中切割器械(电刀)占比、血清白蛋白、血红蛋白分别为(52.19±7.42)岁、(32.79±2.05)kg/m2、40.28%、45.83%、(35.89±5.11)g/L、(110.49±12.88)g/L,未发生组分别为(46.45±6.25)岁、(30.47±1.93)kg/m2、20.39%、27.45%、(40.71±4.14)g/L、(119.75±11.52)g/L,两组比较差异有统计学意义(P<0.05);年龄、BMI、糖尿病、血清白蛋白、血红蛋白是肥胖乳腺癌手术切口脂肪液化发生的影响因素(P<0.05);风险预警列线图5预测肥胖乳腺癌手术切口脂肪液化的曲线下面积、敏感度、特异度依次为0.926、90.28%、82.75%,校准曲线显示模型预测概率和实际概率相近,经Hosmer-Lemeshow拟合优度检验(χ2=1.891,P=0.329)显示拟合良好。结论 年龄、BMI、糖尿病、血清白蛋白、血红蛋白是肥胖乳腺癌手术切口脂肪液化的影响因素,基于此构建风险预警列线图具有良好的预测效能。

关键词: 肥胖; 乳腺癌; 手术; 切口脂肪液化; 影响因素; 列线图

Abstract: Objective To explore the influencing factors of fat liquefaction in the surgical incision of obese breast cancer, and to construct a risk early warning Nomogram model and verify its effectiveness.Methods The clinical data of 327 patients with obese breast cancer treated in our hospital from January 2021 to June 2024 were retrospectively analyzed, they were divided into the occurrence group (n=72) and the non-occurrence group (n=255) according to whether fat liquefaction occurred in the postoperative incision, and the influencing factors of fat liquefaction in the surgical incision of obese breast cancer were analyzed by multivariate Logistic regression model.The R software was applied to construct a risk early warning nomogram, and the receiver operating characteristic curve (ROC) and calibration curve were drawn to verify the predictive efficacy of the model for the risk of fat liquefaction in the surgical incision of obese breast cancer.Results The age, BMI, the proportion of diabetes mellitus, the proportion of intraoperative cutting instruments (electrotome), serum albumin and hemoglobin in occurrence group were (52.19±7.42) years old, (32.79±2.05)kg/m2, 40.28%, 45.83%, (35.89±5.11) g/L and (110.49±12.88) g/L, respectively, and those in non-occurrence group were (46.45±6.25) years old, (30.47±1.93) kg/m2, 20.39%, 27.45%, (40.71±4.14) g/L and (119.75±11.52) g/L], respectively.The difference between the two groups was statistically significant (P< 0.05).Age, BMI, diabetes, serum albumin were the influencing factors of fat liquefaction in the surgical incision of obese breast cancer (P< 0.05).The area under the curve, sensitivity and specificity of the the risk early warning Nomogram model for predicting fat liquefaction in the surgical incision of obese breast cancer were 0.926, 90.28%, 82.75%, respectively.The calibration curve showed that the prediction probability of the model was close to the actual probability, and the Hosmer-Lemeshow goodness of fit test showed that it was well fitted (χ2=1.891, P=0.329).Conclusion Age, BMI, diabetes, hemoglobin and intraoperative are the influencing factors of fat liquefaction in the surgical incision of obese breast cancer, the risk early warning Nomogram model has good prediction efficiency based on this.

Key words: obesity; breast cancer; surgery; incision fat liquefaction; influencing factors; nomogram model

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