首页|分形维数对高级别胶质瘤异柠檬酸脱氢酶-1基因突变状态和Ki-67指数的评估价值

分形维数对高级别胶质瘤异柠檬酸脱氢酶-1基因突变状态和Ki-67指数的评估价值

Value of fractal dimension in evaluating IDH-1 mutation status and Ki-67 index of high-grade gliomas

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目的:探讨分形维数(FD)评估高级别胶质瘤(HGG)异柠檬酸脱氢酶-1(IDH-1)基因突变状态和肿瘤细胞的增殖活跃程度的价值.方法:收集经病理证实为HGG并测定IDH-1突变状态和Ki-67指数的患者75例,其中,IDH-1野生型52例,IDH-1突变型23例.术前在T1WI、T2WI、DWI图像最大层面及其上下2个层面上自动勾画肿瘤边界及瘤周水肿范围,测定外边缘FD值,取3个层面的平均值为测定值.比较IDH-1突变型和野生型组间FD值的差异;使用ROC曲线分析不同FD值对评估IDH-1突变的效能;使用logistic回归分析评估FD是否为IDH-1突变的独立危险因素;使用Pearson相关分析评估不同FD值与Ki-67指数之间的关系.结果:IDH-1野生型T1(肿瘤)-FD、T2(肿瘤)-FD、T2(水肿)-FD、DWI(肿瘤)-FD均低于IDH-1突变型(均P<0.05);且在DWI上的FD值诊断效能最高,AUC为0.868,特异度为0.696,敏感度为0.923,且DWI(肿瘤)-FD是IDH-1突变预测的独立危险因素;各FD值与Ki-67指数均呈正相关,T2(肿瘤)-FD与Ki-67指数相关性最高(r=0.485 3,P<0.000 1).结论:基于HGG患者MRI图像测定的FD值可评估患者IDH-1基因突变状态,且与Ki-67指数呈正相关.
Objective:To analyze the value of fractal dimension(FD)in evaluating the mutation status and proliferation activity of IDH-1 gene of high grade gliomas(HGG).Methods:A total of 75 patients with HGG confirmed by pathology were included,and IDH-1 status and Ki-67 index were tested,and 52 cases were IDH-1 wild-type and 23 cases were IDH-1 mutation-type.The tumor and the peritumoral edema were automatically delineated at the maximum level and above and below the maximum level on the preoperative T1WI,T2WI and DWI,respectively.The FD values at the outer edge were determined,and the FD value at the three levels was averaged as the measured value.The difference of FD values between the IDH-1 wild-type group and the mutation-type group was compared,and the ROC curve was used to analyze the efficacy of FD value for evaluating IDH-1 mutation.Logistics regression was used to analyze whether FD value was an independent risk factor for IDH-1 mutation,and Pearson correlation analysis was used to evaluate the relationship between different FD values and Ki-67 index.Results:The FD values of tumors on T1WI,T2WI and DWI and the FD value of peritumoral edema on T2WI in the IDH-1 wild-type group were lower than those in the IDH-1 mutation-type group(all P<0.05).The FD value on DWI had the highest diagnostic efficiency,with an AUC of 0.868,a specificity of 0.696,and a sensitivity of 0.923,and the FD value of tumor on DWI was an independent risk factor for IDH-1 mutation prediction.All FD values were positively correlated with Ki-67 indices,and the correlation between the FD value of peritumoral edema measured on T2WI and Ki-67 index was the strongest(r=0.485 3,P<0.000 1).Conclusions:FD value based on MRI can be used to evaluate the IDH-1 mutation status in HGG patients,and it is positively correlated with Ki-67 index.

GliomaIsocitrate dehydrogenaseGene mutation mutationKi-67 indexFractal dimensionMagnetic resonance imaging

席华泽、周俊林

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兰州大学第二医院放射科/甘肃省医学影像重点实验室/医学影像人工智能甘肃省国际科技合作基地,甘肃 兰州 730000

胶质瘤 异柠檬酸脱氢酶 基因突变 Ki-67指数 分形维数 磁共振成像

国家自然科学基金面上项目

82071872

2024

中国中西医结合影像学杂志
中国中西医结合学会,山东中医药大学附属医院

中国中西医结合影像学杂志

CSTPCD
影响因子:0.857
ISSN:1672-0512
年,卷(期):2024.22(2)
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