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利用动态磁敏感对比成像的肿瘤氧合成像生物标志物预测成人型弥漫性胶质瘤中的异柠檬酸脱氢酶(IDH)突变状态

Tumor oxygenation imaging biomarkers using dynamic susceptibility contrast imaging for prediction of IDH mutation status in adult-type diffuse gliomas.

作者信息

Park Yae Won, Han Kyunghwa, Jang Geon, Cho Minjee, Kim Si Been, Kim Hyeonjin, Shin Na-Young, Chang Jong Hee, Kim Se Hoon, Lee Seung-Koo, Ahn Sung Soo

机构信息

Department of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science, Yonsei University College of Medicine, Seoul, Korea.

Department of Industrial Engineering, Yonsei University, Seoul, Korea.

出版信息

Eur Radiol. 2025 May 24. doi: 10.1007/s00330-025-11704-z.

Abstract

OBJECTIVES

To evaluate the role of tumor oxygenation imaging parameters in predicting the isocitrate dehydrogenase (IDH) mutation status in adult-type diffuse gliomas.

METHODS

This retrospective study included 296 patients with adult-type diffuse glioma (237 IDH-wildtype, 59 IDH-mutant). The normalized cerebral blood volume (nCBV), cerebral metabolic rate of oxygen values (CMRO), capillary transit time heterogeneity, and oxygen extraction fraction (OEF) values from dynamic susceptibility contrast (DSC) imaging and ADC values from DWI were obtained from autosegmented tumor masks. Logistic analyses were performed in entire patients and in a subgroup of 46 patients (15.6%) without CE tumors.

RESULTS

In entire patients, 10th percentile of CMRO (odds ratio [OR] = 0.64, p < 0.001) and 10th percentile of OEF (OR = 0.32, p < 0.001) independently predicted IDH mutation, along with age, frontal location, presence of CE tumor, and 90th percentile of nCBV, with an area under the curve (AUC) of 0.92 (95% confidence interval [CI] 0.88-0.95). In the subgroup of patients without CE tumors, 10th percentile of CMRO (OR = 0.58, p = 0.044) was an independent predictor for IDH mutation, along with age, and 10th percentile of ADC with an AUC of 0.94 (95% CI 0.83-0.99).

CONCLUSION

Tumor oxygenation parameters, including CMRO and OEF, may predict IDH mutation independently of previously known clinical and quantitative imaging data. Lower 10th percentile of CMRO and OEF predicts IDH mutation in entire tumors, while lower 10th percentile of CMRO predicts IDH mutation in patients without CE tumors.

KEY POINTS

Question The role of tumor oxygenation imaging parameters for predicting the IDH mutation status in adult-type diffuse gliomas is unknown. Findings Lower cerebral metabolic rate of oxygen values (CMRO) and oxygen extraction fraction (OEF) predicted IDH mutation in entire tumors, while lower CMRO predicted IDH mutation in patients without enhancing tumors. Clinical relevance Tumor oxygenation parameters derived from dynamic susceptibility contrast (DSC) perfusion imaging may assist noninvasive prediction of IDH mutation in adult-type diffuse gliomas.

摘要

目的

评估肿瘤氧合成像参数在预测成人型弥漫性胶质瘤异柠檬酸脱氢酶(IDH)突变状态中的作用。

方法

这项回顾性研究纳入了296例成人型弥漫性胶质瘤患者(237例IDH野生型,59例IDH突变型)。从自动分割的肿瘤区域获得动态磁敏感对比增强(DSC)成像的归一化脑血容量(nCBV)、脑氧代谢率(CMRO)值、毛细血管通过时间异质性和氧摄取分数(OEF)值,以及扩散加权成像(DWI)的表观扩散系数(ADC)值。对全部患者以及46例(15.6%)无强化肿瘤的患者亚组进行逻辑分析。

结果

在全部患者中,CMRO的第10百分位数(优势比[OR]=0.64,p<0.001)和OEF的第10百分位数(OR=0.32,p<0.001)与年龄、额叶位置、强化肿瘤的存在以及nCBV的第90百分位数一起独立预测IDH突变,曲线下面积(AUC)为0.92(95%置信区间[CI]0.88 - 0.95)。在无强化肿瘤的患者亚组中,CMRO的第10百分位数(OR=0.58,p=0.044)与年龄以及ADC的第10百分位数一起是IDH突变的独立预测因素,AUC为0.94(95%CI 0.83 - 0.99)。

结论

包括CMRO和OEF在内的肿瘤氧合参数可能独立于先前已知的临床和定量成像数据预测IDH突变。CMRO和OEF的第10百分位数较低可预测整个肿瘤中的IDH突变,而CMRO的第10百分位数较低可预测无强化肿瘤患者中的IDH突变。

关键点

问题 肿瘤氧合成像参数在预测成人型弥漫性胶质瘤IDH突变状态中的作用尚不清楚。发现 较低的脑氧代谢率(CMRO)值和氧摄取分数(OEF)可预测整个肿瘤中的IDH突变,而较低的CMRO可预测无强化肿瘤患者中的IDH突变。临床意义 源自动态磁敏感对比增强(DSC)灌注成像的肿瘤氧合参数可能有助于成人型弥漫性胶质瘤IDH突变的无创预测。

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