【加多赛特二钠增强磁共振成像在增生性肝癌术前诊断中的影像学模型及其价值研究】。

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:建立并探讨基于gadoxetate二钠(Gd-EOB-DTPA)增强磁共振成像(MRI)的形态图模型在术前诊断增生型肝细胞癌(HCC)中的临床价值。方法:回顾性收集2017年9月至2022年11月经病理证实的增生性肝癌(178例)和非增生性肝癌(378例)术前gd - eob - dtpa增强MRI资料及临床病理资料。评价增生性和非增生性HCC的MRI表现和临床病理特征。采用多因素logistic回归分析确定增殖型HCC的独立预测因素。利用R软件构建nomogram预测模型。采用受试者工作特征曲线(ROC)评价其诊断效果。绘制校正曲线和决策曲线分析(DCA),评价nomogram模型的校正性能和临床应用价值。利用约登指数确定了区分高风险和低风险的最佳阈值。应用Kaplan-Meier生存曲线和log-rank检验分析和比较增生性和非增生性肝癌的生存预后。计量资料采用独立样本t检验或Mann-Whitney U检验进行分析。计数资料比较采用χ2检验。结果:甲胎蛋白(AFP)水平(χ2=17.244, Pχ2=13.669, Pχ2=10.495, P=0.001)、动脉期瘤周异常增强(χ2=37.662, Pχ2=23.961, Pχ2=77.184,Pχ2=4.892,P=0.027)、肝胆期瘤周低信号(χ2=47.675,Pχ2=115.976,Pχ2=15.528,Pχ2=10.532,P=0.001)在增生性与非增生性肝癌组间差异均有统计学意义。多因素logistic回归分析显示:AFP≤200 μg/L (OR=1.561, P=0.044),无瘤内脂肪变性(OR=1.947, P=0.033),瘤内坏死(OR=2.084, P=0.003),肝胆期瘤周低密度(OR=2.314, P=0.001),动脉期瘤周高强化(OR=5.557, PCI: 0.735 ~ 0.807),敏感性为69.1%,特异性为75.4%。校正曲线和DCA曲线显示出良好的校正性能和模态图模型的临床适用性。Kaplan-Meier曲线显示,增生性肝癌患者肝切除术后无复发生存率明显低于非增生性肝癌(ppp)。结论:基于gd - eob - dtpa增强MRI特征联合AFP >200μg/L构建的nomogram模型能够准确诊断增生性肝癌并预测其术前预后。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
[Study of a nomogram model of gadoxetate disodium-enhanced magnetic resonance imaging for the preoperative diagnosis of proliferative hepatocellular carcinoma and its value].

Objective: To develop and explore the clinical value of a nomogram model for the preoperative diagnosis of proliferative hepatocellular carcinoma (HCC) based on gadoxetate disodium (Gd-EOB-DTPA) enhanced magnetic resonance imaging (MRI). Methods: The preoperative Gd-EOB-DTPA-enhanced MRI data and clinical pathological data of patients with pathologically confirmed proliferative (178 cases) and non-proliferative type HCC (378 cases) from September 2017 to November 2022 were retrospectively collected. The MRI features and clinicopathological features of proliferative and non-proliferative type HCC were evaluated. Multivariate logistic regression analysis was used to determine the independent predictive factors of proliferative-type HCC. The nomogram prediction model was constructed using R software. The receiver operating characteristic curve (ROC) was used to evaluate its diagnostic efficacy. 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 threshold for distinguishing high-risk from low-risk was determined using the Youden index. The survival prognosis of proliferative and non-proliferative type HCC was analyzed and compared using the Kaplan-Meier survival curve and the log-rank test. The measurement data were analyzed using the independent sample t-test or the Mann-Whitney U test. The count data were compared using the χ2 test. Results: There were statistically significant differences in alpha-fetoprotein (AFP) levels (χ2=17.244, P<0.001), tumor morphology (χ2=13.669, P<0.001), intratumoral fatty degeneration (χ2=10.495, P=0.001), abnormal enhancement of peritumoral abnormalities during arterial phase (χ2=37.662, P<0.001), tumor capsule (χ2=23.961, P<0.001), 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 intravenous tumor thrombus (χ2=10.532,P=0.001) between proliferative and non-proliferative type HCC groups. Multivariate logistic regression analysis showed that AFP>200 μg/L (OR=1.561, P=0.044), no intratumoral fatty degeneration (OR=1.947, P=0.033), intratumoral necrosis (OR=2.084, P=0.003), peritumoral hypointensity in the hepatobiliary phase (OR=2.314, P=0.001), and annular hyperenhancement in the arterial phase (OR=5.557, P<0.001) were independent predictors for preoperative diagnosis of proliferative-type HCC. A nomogram model for preoperative prediction of proliferative type HCC was constructed based on the independent predictors. The area under the ROC curve model for predicting proliferative-type HCC was 0.772 (95%CI: 0.735-0.807), with a sensitivity of 69.1% and a specificity of 75.4%. The calibration curve and DCA curve showed superior calibration performance and clinical applicability of the nomogram model. The Kaplan-Meier curve showed that the recurrence free survival rate after liver resection was significantly lower in patients with proliferative-type HCC than that of non-proliferative-type HCC (P<0.001), and the high-risk group was significantly lower than the low-risk group (P<0.001). Conclusions: The construction of a nomogram model based on Gd-EOB-DTPA-enhanced MRI features combined with AFP >200μg/L can accurately diagnose proliferative-type HCC and predict its preoperative 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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