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Non-invasive predictive model for hepatic venous pressure gradient based on a 3-dimensional computed tomography volume rendering technology

机译:基于三维计算断层扫描体积渲染技术的肝静脉压力梯度的非侵入性预测模型

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摘要

Portal hypertension secondary to liver cirrhosis may cause a number of life-threatening complications. The rupture of gastroesophageal varices is associated with a high mortality rate of 15-30%. Hepatic venous pressure gradient (HVPG) is an accurate reflection of disease severity, however this can only be assessed via an invasive interventional procedure. The aim of the present study was to explore a non-invasive method based on 3D computed tomography (CT) volume rendering technology to accurately predict HVPG. A total of 77 patients diagnosed with liver cirrhosis underwent HVPG examination in the present study and the appropriate clinical and radiological data were retrospectively reviewed. A 3D liver and spleen volume rendering was constructed for volume measurements. All non-invasive parameters were tested using univariate analysis and the resulting variables that were statistically significant (P0.20) were used in the multivariate linear regression model. The HVPG predictive model was as follows: HVPG = 18.726 - 0.324 (albumin) + 1.57 (aminotransferase-to-platelet ratio index) + 0.004 (liver volume) (multivariate regression analysis, P=0.006). The corresponding area under receiver operating characteristic curve to identify clinically significant portal hypertension defined as HVPG 10 mmHg was 0.810 (95% confidence interval; 0.705-0.891), with an optimal cut-off value of 12.84, yielding a sensitivity of 80.36% a specificity of 76.19%. The results of the present study indicate that 3D CT volume rendering technology may have the potential to be used for non-invasive prediction of HVPG.
机译:肝硬化中继发的门户高血压可能导致危及生命的并发症。胃食管静脉曲张的破裂与高死亡率为15-30%。肝静脉压梯度(HVPG)是疾病严重程度的准确反映,但这只能通过侵入性介入程序进行评估。本研究的目的是探讨基于3D计算机断层扫描(CT)体积渲染技术的非侵入性方法,以准确地预测HVPG。在本研究中,共有77名诊断患有肝硬化的肝硬化患者,并回顾性地审查了适当的临床和放射数据。构建了3D肝脏和脾脏体积渲染以进行体积测量。使用单变量分析测试所有非侵入性参数,并且在多变量线性回归模型中使用统计学显着(P <0.20)的所得变量。 HVPG预测模型如下:HVPG = 18.726-0.324(白蛋白)+ 1.57(氨基转移酶 - 血小板比指数)+ 0.004(肝体积)(多变量回归分析,P = 0.006)。接收器下的相应区域在操作特征曲线中以鉴定为HVPG 10mmHg定义的临床显着的门户高血压为0.810(95%置信区间; 0.705-0.891),最佳截止值为12.84,产生80.36%的特异性敏感性76.19%。本研究的结果表明,3D CT体积呈现技术可能具有用于HVPG的非侵入性预测的可能性。

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