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使用F-FET PET/CT动态和多参数纹理分析预测胶质瘤分级和异柠檬酸脱氢酶(IDH)状态

Prediction of Glioma Grade and IDH Status Using F-FET PET/CT Dynamic and Multiparametric Texture Analysis.

作者信息

Hajri Rami, Nicod-Lalonde Marie, Hottinger Andreas F, Prior John O, Dunet Vincent

机构信息

Department of Diagnostic and Interventional Radiology, Lausanne University Hospital, Centre Hospitalier Universitaire Vaudois, 1011 Lausanne, Switzerland.

Department of Nuclear Medicine and Molecular Imaging, Lausanne University Hospital, Centre Hospitalier Universitaire Vaudois, 1011 Lausanne, Switzerland.

出版信息

Diagnostics (Basel). 2023 Aug 5;13(15):2604. doi: 10.3390/diagnostics13152604.

Abstract

Mutations in isocitrate dehydrogenase (IDH) represent an independent predictor of better survival in patients with gliomas. We aimed to assess grade and IDH mutation status in patients with untreated gliomas, by evaluating the respective value of F-FET PET/CT via dynamic and texture analyses. A total of 73 patients (male: 48, median age: 47) who underwent an F-FET PET/CT for initial glioma evaluation were retrospectively included. IDH status was available in 61 patients (20 patients with WHO grade 2 gliomas, 41 with grade 3-4 gliomas). Time-activity curve type and 20 parameters obtained from static analysis using LIFEx© v6.30 software were recorded. Respective performance was assessed using receiver operating characteristic curve analysis and stepwise multivariate regression analysis adjusted for patients' age and sex. The time-activity curve type and texture parameters derived from the static parameters showed satisfactory-to-good performance in predicting glioma grade and IDH status. Both time-activity curve type (stepwise OR: 101.6 (95% CI: 5.76-1791), = 0.002) and NGLDM coarseness (stepwise OR: 2.08 × 10 (95% CI: 2.76 × 10-1.57 × 10), = 0.006) were independent predictors of glioma grade. No independent predictor of IDH status was found. Dynamic and texture analyses of F-FET PET/CT have limited predictive value for IDH status when adjusted for confounding factors. However, they both help predict glioma grade.

摘要

异柠檬酸脱氢酶(IDH)突变是胶质瘤患者生存预后较好的独立预测指标。我们旨在通过动态分析和纹理分析评估18F-氟代乙基酪氨酸(F-FET)PET/CT在未经治疗的胶质瘤患者中的分级及IDH突变状态。回顾性纳入73例因初诊胶质瘤行F-FET PET/CT检查的患者(男性48例,中位年龄47岁)。61例患者有IDH状态信息(20例WHO 2级胶质瘤患者,41例3-4级胶质瘤患者)。记录时间-活性曲线类型及使用LIFEx© v6.30软件静态分析获得的20个参数。采用受试者工作特征曲线分析及校正患者年龄和性别的逐步多因素回归分析评估各自的性能。时间-活性曲线类型及由静态参数导出的纹理参数在预测胶质瘤分级及IDH状态方面表现为中等至良好。时间-活性曲线类型(逐步OR:101.6(95%CI:5.76-1791),P = 0.002)及邻域灰度差矩阵(NGLDM)粗糙度(逐步OR:2.08×10(95%CI:2.76×10 - 1.57×10),P = 0.006)均为胶质瘤分级的独立预测指标。未发现IDH状态的独立预测指标。校正混杂因素后,F-FET PET/CT的动态分析和纹理分析对IDH状态的预测价值有限。然而,二者均有助于预测胶质瘤分级。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8b9c/10417545/4a69ea889b4e/diagnostics-13-02604-g001.jpg

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