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首页> 外文期刊>World Journal of Gastroenterology >Intravoxel incoherent motion diffusion-weighted magnetic resonance imaging for predicting histological grade of hepatocellular carcinoma: Comparison with conventional diffusion-weighted imaging
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Intravoxel incoherent motion diffusion-weighted magnetic resonance imaging for predicting histological grade of hepatocellular carcinoma: Comparison with conventional diffusion-weighted imaging

机译:体内不相干运动弥散加权磁共振成像预测肝细胞癌的组织学等级:与传统弥散加权成像的比较

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AIM To compare intravoxel incoherent motion (IVIM)-derived parameters with conventional diffusion-weighted imaging (DWI) parameters in predicting the histological grade of hepatocellular carcinoma (HCC) and to evaluate the correlation between the parameters and the histological grades. METHODS A retrospective study was performed. Sixty-two patients with surgically confirmed HCCs underwent diffusion-weighted magnetic resonance imaging with twelve b values (10-1200 s/mm2). The apparent diffusion coefficient (ADC), pure diffusion coefficient (D), pseudo-diffusion coefficient (D*), and perfusion fraction ( f ) were calculated by two radiologists. The IVIM and conventional DWI parameters were compared among the different grades by using analysis of variance (ANOVA) and the Kruskal-Wallis test. Receiver operating characteristic (ROC) analysis was performed to evaluate the diagnostic efficiency of distinguishing between low-grade (grade 1, G1) and high-grade (grades 2 and 3, G2 and G3) HCC. The correlation between the parameters and the histological grades was assessed by using the Spearman correlation test. Bland-Altman analysis was used to evaluate the reproducibility of the two radiologists’ measurements. RESULTS The differences in the ADC and D values among the groups with G1, G2, and G3 histological grades of HCCs were statistically significant ( P 0.05). The ROC analyses demonstrated that the D and ADC values had better diagnostic performance in differentiating the low-grade HCC from the high-grade HCC, with areas under the curve (AUCs) of 0.909 and 0.843, respectively, measured by radiologist 1 and of 0.911 and 0.852, respectively, measured by radiologist 2. The following significant correlations were obtained between the ADC, D, and D* values and the histological grades: r = -0.619 ( P < 0.001), r = -0.628 ( P < 0.001), and r = -0.299 ( P = 0.018), respectively, as measured by radiologist 1; r = -0.622 ( P < 0.001), r = -0.633 ( P < 0.001), and r = -0.303 ( P = 0.017), respectively, as measured by radiologist 2. The intra-class correlation coefficient (ICC) values between the two observers were 0.996 for ADC, 0.997 for D, 0.996 for D*, and 0.992 for f values, which indicated excellent inter-observer agreement in the measurements between the two observers. CONCLUSION The IVIM-derived D and ADC values show better diagnostic performance in differentiating high-grade HCC from low-grade HCC, and there is a moderate to good correlation between the ADC and D values and the histological grades.
机译:目的比较体素不相干运动(IVIM)衍生的参数与常规扩散加权成像(DWI)参数在预测肝细胞癌(HCC)的组织学等级中的价值,并评估这些参数与组织学等级之间的相关性。方法进行回顾性研究。对62例经手术证实的HCC患者进行了弥散加权磁共振成像,其b值为12(10-1200 s / mm 2 )。表观扩散系数(ADC),纯扩散系数(D),伪扩散系数(D *)和灌注分数(f)由两名放射科医生计算。使用方差分析(ANOVA)和Kruskal-Wallis检验比较了不同等级之间的IVIM和常规DWI参数。进行接收器工作特性(ROC)分析以评估区分低级(1级,G1级和高级)HCC(2级​​和3级,G2和G3级)HCC的诊断效率。使用Spearman相关检验评估参数与组织学等级之间的相关性。用布兰德·奥特曼(Bland-Altman)分析来评估两位放射科医生的测量结果的可重复性。结果肝细胞癌组织学分级为G1,G2和G3的组之间ADC和D值的差异具有统计学意义(P 0.05)。 ROC分析表明,D和ADC值在区分低级别HCC和高级HCC方面具有更好的诊断性能,放射线医师1和0.911分别测量曲线下面积(AUC)为0.909和0.843。分别由放射线医师2测量的和0.852。ADC,D和D *值与组织学等级之间存在以下显着相关性:r = -0.619(P <0.001),r = -0.628(P <0.001) ,和r = -0.299(P = 0.018),分别由放射科医生1测量;根据放射线医师2的测量,r = -0.622(P <0.001),r = -0.633(P <0.001)和r = -0.303(P = 0.017),组间相关系数(ICC)值介于两个观察者的ADC值分别为0.996,D的0.997,D *的0.996和f值的0.992,这表明两个观察者之间的测量之间具有极好的观察者一致性。结论IVIM衍生的D和ADC值在区分高等级HCC和低等级HCC方面显示出更好的诊断性能,并且ADC和D值与组织学等级之间具有中等到良好的相关性。

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