[Gd-EOB-DTPA 增强磁共振成像用于增生性肝细胞癌术前诊断的提名图模型及其价值研究]。

Q3 Medicine
F X Chen, D J Guo, Y Xu, J Cheng, Y M Li, G L Chen, X M Li
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引用次数: 0

摘要

目的根据钆乙氧苄基二乙烯三胺五乙酸(Gd-EOB-DTPA)增强磁共振成像(MRI)建立增生性肝细胞癌(HCC)术前诊断的提名图模型,并探讨其临床价值。研究方法回顾性收集2017年9月至2022年11月期间经病理证实为增殖性HCC(178例)和非增殖性HCC(378例)患者术前接受Gd-EOB-DTPA增强磁共振成像扫描的磁共振成像和临床病理资料。评估了增生性和非增生性HCC的MRI特征和临床病理特征。利用多变量逻辑回归分析确定增殖性 HCC 的独立预测因素,并使用 R 软件构建提名图预测模型,通过接收者操作特征曲线(ROC)评估其诊断性能。绘制了校准曲线和决策曲线分析(DCA),以评估提名图模型的校准性能和临床应用价值。通过计算尤登指数(Youden index)选择最佳临界值,以区分高风险和低风险。采用 Kaplan-Meier 生存曲线分析增殖性和非增殖性 HCC 的生存预后,并采用对数秩检验进行比较。结果AFP水平(χ2=17.244,Pχ2=13.669,Pχ2=10.495,P=0.001)、动脉期瘤周强化(χ2=37.662,Pχ2=23.961,Pχ2=77.184,Pχ2=4.892,P=0.027),增生期与非增生期HCC组间肝胆期瘤周低密度(χ2=47.675,Pχ2=115.976,Pχ2=15.528,Pχ2=10.532,P=0.001)。多变量逻辑回归分析显示,AFP>200 ng/ml(OR=0.640,P=0.044)、无瘤间脂肪(OR=1.947,P=0.033)、瘤内大量坏死(OR=0.480,P=0.如果瘤周无脂肪(OR=1 947,P=0.033)、瘤内大量坏死(OR=0 480,P=0.003)、瘤周肝胆期低强化(OR=0.432,P=0.001)和边缘动脉期高强化(OR=0.180,PCI:0.735~0.807),则敏感性为 69.1%,特异性为 75.4%。校准曲线和 DCA 曲线显示,提名图模型的校准性能和临床适用性良好。Kaplan-Meier 曲线显示,肝切除术后增生性 HCC 患者的生存率明显低于非增生性 HCC(PPConclusions):基于 Gd-EOB-DTPA 增强 MRI 成像特征结合 AFP >200 ng/ml 的提名图预测模型可在手术前准确诊断增生性 HCC 并预测预后。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
[The nomogram model and its value study of Gd-EOB-DTPA enhanced MRI for preoperative diagnosis of proliferative hepatocellular carcinoma].

Objective: To develop a nomogram model for preoperative diagnosis of proliferative hepatocellular carcinoma(HCC) based on gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid (Gd-EOB-DTPA) enhanced magnetic resonance imaging (MRI), and to explore its clinical value. Methods: MRI and clinical pathological data of patients confirmed by pathology as proliferative HCC (178 cases) and non-proliferative HCC (378 cases) between September 2017 and November 2022 who underwent preoperative Gd-EOB-DTPA enhanced MRI scans were retrospectively collected. The MRI features and clinical pathological characteristics of proliferative and non-proliferative HCC were evaluated. Multivariable logistic regression analysis was utilized to identify independent predictive factors for proliferative HCC, the R software was used to construct the nomogram prediction model, and its diagnostic performance was evaluated through receiver operating characteristic (ROC) curve. The calibration curve and decision curve analysis (DCA) were drawn to evaluate the calibration performance and clinical application value of the nomogram model. The optimal cut-off value was selected by calculating the Youden index to distinguish high risk and low risk. Kaplan-Meier survival curve was used to analyze the survival prognosis of proliferative and non-proliferative HCC, and log-rank test was used for comparison. Results: There were significant differences in AFP level(χ2=17.244, P<0.001), morphology of tumor(χ2=13.669, P<0.001), intertumoral fat(χ2=10.495, P=0.001), arterial phase peritumoral enhancement(χ2=37.662, P<0.001), tumor capsule(χ2=23.961, P<0.001), substantial intratumoral necrosis(χ2=77.184, P<0.001), intratumoral hemorrhage(χ2=4.892, P=0.027), peritumoral hypointense in hepatobiliary phase(χ2=47.675, P<0.001), rim arterial phase hyperenhancement(χ2=115.976, P<0.001), intratumoral artery(χ2=15.528, P<0.001) and venous tumor thrombus(χ2=10.532, P=0.001) between proliferative and non-proliferative HCC groups. Multivariate Logistic regression analysis showed that AFP>200 ng/ml(OR=0.640, P=0.044), no intertumoral fat(OR=1.947, P=0.033), substantial intratumoral necrosis(OR=0.480, P=0.003), peritumoral hypointense in hepatobiliary phase(OR=0.432, P=0.001), and rim arterial phase hyperenhancement(OR=0.180, P<0.001) were independent predictors of preoperative diagnosis of proliferative HCC. Based on the independent predictors, a nomogram model for preoperative prediction of proliferative HCC was established. The area under the ROC curve of the model for predicting proliferative HCC was 0.772 (95%CI: 0.735~0.807), the sensitivity was 69.1%, and the specificity was 75.4%. The calibration curve and DCA curve showed that the calibration performance and clinical applicability of the nomogram model were good. Kaplan-Meier curve showed that the survival rate of patients with proliferative HCC after hepatectomy was significantly lower than that of non-proliferative HCC (P<0.001), and the high-risk group was significantly lower than the low-risk group (P<0.001). Conclusions: The nomogram prediction model based on Gd-EOB-DTPA enhanced MRI imaging features combined with AFP >200 ng/ml can accurately diagnose proliferative HCC before operation and predict prognosis.

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中华肝脏病杂志
中华肝脏病杂志 Medicine-Medicine (all)
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1.20
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7574
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