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OS04.7 Diagnostic Accuracy of 2-Hydroxyglutarate Magnetic Resonance Spectroscopy in Newly Diagnosed Brain Mass and Suspected Recurrent Glioma

机译:OS04.7 2-羟基戊二酸磁共振波谱在新诊断的脑块和疑似复发性脑胶质瘤中的诊断准确性

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摘要

BACKGROUND: Isocitrate dehydrogenase (IDH) mutations result in abnormal accumulation of 2-hydroxyglutarate (2-HG) in brain gliomas that can be detected by magnetic resonance spectroscopy (MRS). We examined the diagnostic accuracy of 2HG-Single-voxel spectroscopy (SVS) and multi-voxel Chemical shift imaging (CSI) in both newly diagnosed and post-treatment settings. METHODS: 2HG-MRS was performed in 50 subjects including a discovery cohort consisting of 22 patients who had: residual or recurrent tumor with histologically confirmed IDH mutation status (19 mutant; 3 wild type) and 6 normal volunteers; a preoperative validation cohort of 14 patients with newly diagnosed brain mass; and a post-treatment validation cohort of 8 patients presenting with suspected recurrent IDH mutant glioma after receiving prior treatment. 2HG MRS was conducted on 3T MRI with a 32 channel head coil. SVS was acquired using PRESS (TE1/2: 21/76 ms for a total of 97 ms, TR: 2000 ms), voxel size of 20 × 20 × 20 mm3. CSI was acquired using single slice semi-LASER chemical shift imaging sequence (TE1/2: 21/76 ms, TR: 1700 ms, 1.5 cm voxel resolution) with typical excitation volumes about 80 × 80 × 15 mm3 in order to include both the lesion and contralateral normal tissue. Metabolite concentrations for both SVS and CSI were quantified using LCModel. All concentrations were normalized by the total creatine value. Using receiver operating characteristic (ROC) analysis of the discovery cohort, we determined the optimal thresholds for both SVS and CSI techniques in determining IDH status. These thresholds were then applied to the two validation cohorts to determine the sensitivity, specificity and accuracy of 2HG-MRS in these two clinical settings. >Results: In the discovery cohort, the mean 2HG/Cr concentration measured on SVS for IDH mutant tumors was 0.40 (95% CI: 0.15~0.65) compared to 0.05 (95% CI: -0.02~0.12) for non-IDH controls (P=0.00). 90th percentile CSI also demonstrated a significant difference between IDH mutant and controls: 0.35 (95% CI: 0.25~0.45) and 0.13 (95% CI: -0.05~0.31) respectively (P=0.03). Based on ROC analysis, the optimal thresholds of 2HG/Cr in SVS and 90th percentile CSI for IDH 1/2 mutant detection were 0.16 and 0.28, respectively. When applied to validation sets, the sensitivity, specificity and accuracy in distinguishing IDH mutation and IDH wild type in a preoperative validation cohort were 83%, 100% and 93% for SVS; and 83%, 100% and 93% for CSI, respectively. In the post-treatment validation cohort, the sensitivity, specificity and accuracy for discriminating IDH positive recurrence lesion were 50%, 67% and 60% for SVS; and 50%, 100% and 75% for CSI, respectively. CONCLUSION: 2HG-MRS provides diagnostic utility for IDH mutant gliomas both preoperatively and at time of suspected tumor recurrence. CSI demonstrated greater performance in identifying recurrent tumor compared to SVS.
机译:背景:异柠檬酸脱氢酶(IDH)突变导致脑胶质瘤中2-羟基戊二酸(2-HG)异常积聚,可以通过磁共振波谱(MRS)检测到。我们检查了新诊断和治疗后2HG单体素光谱(SVS)和多体素化学位移成像(CSI)的诊断准确性。方法:2HG-MRS在50名受试者中进行,包括一个发现队列,该队列由22名具有组织学确认的IDH突变状态的残留或复发肿瘤(19个突变; 3个野生型)和6个正常志愿者组成。术前验证队列的14名新诊断为脑质量的患者;以及8名在接受先前治疗后出现疑似复发性IDH突变型神经胶质瘤的患者的治疗后验证队列。 2HG MRS在带有32通道磁头线圈的3T MRI上进行。使用PRESS(TE1 / 2:21 / 76µms,总计97µms,TR:2000µms),体素大小为20µ×20µ×20µmm 3 来获取SVS。 CSI采用单片半激光化学位移成像序列(TE1 / 2:21/76 ms,TR:1700 ms,体素分辨率为1.5 cm)获得,典型激发体积约为80×80×15 mm 3 为了包括病变和对侧正常组织。使用LCModel量化SVS和CSI的代谢物浓度。所有浓度均通过总肌酸值标准化。使用发现队列的接收器操作特征(ROC)分析,我们确定了IDS状态时SVS和CSI技术的最佳阈值。然后将这些阈值应用于两个验证队列,以确定在这两个临床环境中2HG-MRS的敏感性,特异性和准确性。 >结果:在发现队列中,在SVS上针对IDH突变型肿瘤的平均2HG / Cr浓度为0.40(95%CI:0.15〜0.65),而0.05(95%CI:-0.02〜0.12 ),用于非IDH控件(P = 0.00)。第90个百分位CSI也显示出IDH突变体与对照之间的显着差异:分别为0.35(95%CI:0.25〜0.45)和0.13(95%CI:-0.05〜0.31)(P = 0.03) 。根据ROC分析,IDH 1/2突变检测的SVS中2HG / Cr和90%CSI的最佳阈值分别为0.16和0.28。当应用于验证集时,术前验证队列中区分IDH突变和IDH野生型的敏感性,特异性和准确性对于SVS分别为83%,100%和93%。 CSI分别为83%,100%和93%。在治疗后验证队列中,对于SVS鉴别IDH阳性复发病变的敏感性,特异性和准确性分别为50%,67%和60%。 CSI分别为50%,100%和75%。结论:2HG-MRS可在术前和疑似肿瘤复发时为IDH突变型神经胶质瘤提供诊断工具。与SVS相比,CSI在识别复发性肿瘤方面表现出更高的性能。

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