[中高危单侧甲状腺乳头状癌对侧中央淋巴结转移的危险因素分析和预测模型建立]。

Q3 Medicine
S S Wang, S C Miao, J L Shan, D Zhang, Q Q Wang, Q C Ni, J Fang
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引用次数: 0

摘要

目的探讨中高危单侧甲状腺乳头状癌对侧中央淋巴结(Cont-CLNs)转移的风险因素,并建立预测模型。方法回顾性分析2021年1月至2023年6月在南通大学附属医院接受甲状腺癌手术的206例患者的临床资料,其中男50例,女156例,年龄[M(Q1, Q3)]49.0(33.8, 57.0)岁。通过单变量分析和多变量逻辑回归分析筛查了Cont-CLNs转移的风险因素。构建了预测中高危uPTC Cont-CLNs转移的提名图。接收者操作特征曲线(ROC)下面积(AUC)、校准曲线和决策曲线分析(DCA)分别用于评价模型的预测能力、准确性和临床适用性。使用 R 语言随机抽取 70% 的患者建立验证组,对模型进行内部验证。结果根据Cont-CLNs转移的发生情况,将患者分为转移组(n=56)和非转移组(n=150)。两组患者的年龄分别为 39.0(28.0,56.8)岁和 51.0(38.8,57.0)岁。两组在性别、肿瘤最大直径(>1 cm)、同侧中央淋巴结(Ipsi-CLNs)转移、Ipsi-CLNs转移数量(≥4)、侧淋巴结转移和Cont-CLNs转移方面差异有统计学意义(所有POR=2.926,95%CI:1.063-8.051)、肿瘤最大直径>1 cm(OR=4.471,95%CI:1.344-14.877)、Ipsi-CLNs转移≥4个(OR=5.011,95%CI:1.815-13.834)分别为Cont-CLNs转移的危险因素(所有PCI:0.744-0.898)、82.5%和63.4%。在内部验证组中,预测模型预测中高危uPTC的Cont-CLNs转移的ROC曲线AUC、灵敏度和特异度分别为0.810(95%CI:0.717-0.902)、63.3%和83.7%。建模组和验证组的校准曲线显示该模型具有良好的校准能力。建模组和验证组的 DCA 曲线表明,预测模型具有良好的临床适应性。结论:本研究构建的预测模型对中高危uPTC的Cont-CLNs转移具有良好的预测效果。当中高危uPTC患者为男性,肿瘤最大直径>1 cm,且Ipsi-CLNs转移灶数量≥4个时,应警惕Cont-CLNs转移,可考虑双侧中央淋巴结清扫术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
[Risk factors analysis and prediction model establishment of contralateral central lymph node metastasis in intermediate-to-high risk unilateral papillary thyroid carcinoma].

Objective: To explore the risk factors of contralateral central lymph nodes (Cont-CLNs) metastasis in intermediate-to-high risk unilateral papillary thyroid carcinoma and establish a prediction model. Methods: The clinical data of 206 patients receiving thyroid cancer surgery at Nantong University Affiliated Hospital between January 2021 and June 2023 were retrospectively analyzed, including 50 males and 156 females, with an age of [M(Q1, Q3)] 49.0(33.8, 57.0) years old. The risk factors of Cont-CLNs metastasis were screened by univariate analysis and multivariate logistic regression analysis. A nomogram was constructed for predicting Cont-CLNs metastasis in intermediate-to-high risk uPTC. The area under the receiver operating characteristic (ROC) curve(AUC), calibration curve, and decision curve analysis (DCA) were used to evaluate the model's predictive ability, accuracy, and clinical applicability, respectively. R language was used to randomly select 70% of the patients to establish a validation group for internal validation of the model. Results: Patients were divided into a metastasis group (n=56) and a non-metastasis group (n=150) based on the occurrence of Cont-CLNs metastasis. The ages of the two groups were 39.0 (28.0, 56.8) years and 51.0 (38.8, 57.0) years, respectively. There were statistically significant differences in gender, maximum tumor diameter (>1 cm), ipsilateral central lymph nodes (Ipsi-CLNs) metastasis, number of Ipsi-CLNs metastases (≥4), and lateral lymph node metastasis and Cont-CLNs metastasis between the two groups (all P<0.05). The results of multivariate logistic regression analyses showed that males(OR=2.926, 95%CI: 1.063-8.051), maximum tumor diameter>1 cm(OR=4.471, 95%CI: 1.344-14.877), and number of Ipsi-CLNs metastases≥4 (OR=5.011, 95%CI: 1.815-13.834) were risk factors for Cont-CLNs metastasis (all P<0.05). The AUC of the ROC curve, sensitivity, and specificity for predicting Cont-CLNs metastasis in intermediate-to-high risk uPTC by the prediction model in the modeling group were 0.821 (95%CI: 0.744-0.898), 82.5%, and 63.4%, respectively. In the internal validation group, the AUC of the ROC curve, sensitivity, and specificity for predicting Cont-CLNs metastasis in intermediate-to-high risk uPTC by the prediction model were 0.810 (95%CI: 0.717-0.902), 63.3%, and 83.7%, respectively. The calibration curves of the modeling group and the validation group showed that the model had good calibration ability. The DCA curves of the modeling group and the validation group indicated that the prediction model had good clinical adaptability. Conclusions: The prediction model constructed in this study has good predictive performance for Cont-CLNs metastasis in intermediate-to-high uPTC. When patient with intermediate-to-high risk uPTC is male, with maximum tumor diameter>1 cm, and the number of Ipsi-CLNs metastases≥4 should be alert to Cont-CLNs metastasis, and bilateral central lymph node dissection may be considered.

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Zhonghua yi xue za zhi
Zhonghua yi xue za zhi Medicine-Medicine (all)
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