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Role of Quantitative Apparent Diffusion Coefficient in Predicting Genetic Subtypes of Gliomas

机译:定量表观扩散系数在预测Gliomas遗传亚型中的作用

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Introduction : Magnetic resonance morphologic features are widely used in characterising gliomas for predicting grades and thereby aiding in preoperative management planning. We aim to find out if Magnetic Resonance Imaging (MRI) morphologic characters and quantitative apparent diffusion coefficient (ADC) measurements can predict genetic subtypes of high-grade gliomas. Methods and Material s: Preoperative MRI examinations of histopathologically proven gliomas were retrospectively studied for qualitative tumor characteristics, including location, extent, cortical involvement, margin sharpness, cystic component, mineralization or hemorrhage, and contrast enhancement. Quantitative diffusion metrics were also assessed. Chi-square test, students t-test and multivariate regression analysis were used to evaluate the relationship between MRI features and?Isocitrate Dehydrogenase ( IDH) mutational status. Results : The final study population included 23 patients (sixteen males and seven females, mean age 40 years ± 14.4, age range 13–66 years). Nine tumors were IDH mutant and fourteen were IDH wild type. IDH wild-type tumors showed patchy to diffuse diffusion restriction and a lower apparent diffusion coefficient (ADC) compared to IDH mutant types. T2/FLAIR high signal and maximum ADC values were associated with IDH mutational status. Contrast enhancement, hemorrhage and necrosis were significantly higher in IDH wild type gliomas. There was no statistical difference in the age, gender, tumor burden, location, site and edema between the IDH-mutant and wild-type tumors. Conclusions : Magnetic resonance morphometric parameters that include T2/FLAIR signal character, contrast enhancement pattern, hemorrhage and necrosis and quantitative mean ADC /normalized ADC can support preoperatively the distinction of genetic subtypes of gliomas.
机译:介绍:磁共振形态特征广泛用于表征胶质瘤以预测等级,从而实现术前管理规划。我们的目的是发现磁共振成像(MRI)形态学特征和定量表观漫射系数(ADC)测量可以预测高级胶质瘤的遗传亚型。方法和材料S:回顾性研究组织病理学验证的胶质瘤的术前MRI检查,用于定性肿瘤特征,包括位置,程度,皮质受累,边缘清晰度,囊性成分,矿化或出血,以及对比度增强。还评估了定量扩散度量。 Chi-Square测试,学生T检验和多元回归分析用于评估MRI特征与α异柠檬酸脱氢酶(IDH)的关系。结果:最终的研究人群包括23名患者(十六名男性和七个女性,平均年龄40岁±14.4岁,年龄范围为13-66岁)。九个肿瘤是IDH突变体,十四是IDH野生型。与IDH突变体类型相比,IDH野生型肿瘤显示到漫反射限制和下表观扩散系数(ADC)的斑点。 T2 / Flair高信号和最大ADC值与IDH突变状态相关联。对比增强,IDH野生型胶质瘤的出血和坏死显着高。 IDH突变体和野生型肿瘤之间的年龄,性别,肿瘤负担,位置,位点和水肿中没有统计学差异。结论:包括T2 / FLAIR信号特征,对比增强模式,出血和坏死和定量平均ADC /归一化ADC的磁共振性形态学参数可以术后支持Gliomas遗传亚型的区别。

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