Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel-Aviv, Israel.
Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
J Neurooncol. 2018 Dec;140(3):727-737. doi: 10.1007/s11060-018-03006-w. Epub 2018 Nov 3.
To study the repeatability of plasma volume (v) extracted from dynamic-contrast-enhanced (DCE) MRI in order to define threshold values for significant longitudinal changes, and to assess changes in patients with high-grade-glioma (HGG).
Twenty eight healthy subjects, of which eleven scanned twice, were used to assess the repeatability of v within the normal-appearing brain tissue and to define threshold values for significant changes based on least-detected-differences (LDD) of mean v values and histogram comparisons using earth-mover's-distance (EMD). Sixteen patients with HGG were scanned longitudinally with eight patients scanned before and following bevacizumab therapy. Longitudinal changes were assessed based on defined threshold values in comparison to RANO criteria.
The threshold values for significant changes were: LDD = 0.0024 (ml/100 ml, 21%) for mean v and EMD = 4.14. In patients, in 20/24 comparisons, no significant longitudinal changes were detected for v within the normal-appearing brain tissue. Concurring results were obtained between changes in lesion volume (RANO criteria) and LDD or EMD values in cases diagnosed with progressive-disease, yet in about 50% of cases diagnosed with partial-response preliminary results demonstrated significant increase in v despite significant reductions in lesion volume. In two patients, these changes preceded progression detected at follow-up scans. In general, a good concordance was obtained between LDD and EMD.
This study shows high repeatability of v and provides threshold values for significant changes in longitudinal assessment of patients with brain tumors. Preliminary results suggest the use of v-DCE parameter to improve assessment of therapy response in patients with high-grade-glioma.
研究从动态对比增强(DCE)MRI 中提取的血浆体积(v)的重复性,以确定显著纵向变化的阈值,并评估高级别胶质瘤(HGG)患者的变化。
使用 28 名健康受试者(其中 11 名进行了两次扫描)评估正常脑组织中 v 的重复性,并基于平均 v 值的最小检测差异(LDD)和使用大地移动距离(EMD)的直方图比较来定义基于显著变化的阈值。16 名 HGG 患者进行了纵向扫描,其中 8 名患者在贝伐单抗治疗前后进行了扫描。根据定义的阈值与 RANO 标准比较评估纵向变化。
显著变化的阈值为:LDD=0.0024(ml/100ml,21%),EMD=4.14。在患者中,在 24 次比较中的 20 次中,正常脑组织内的 v 未检测到显著的纵向变化。在诊断为进展性疾病的病例中,病变体积(RANO 标准)的变化与 LDD 或 EMD 值之间的结果一致,但在约 50%的诊断为部分反应的病例中,尽管病变体积显著减少,但 v 仍显示出显著增加。在两名患者中,这些变化先于随访扫描中检测到的进展。一般来说,LDD 和 EMD 之间具有良好的一致性。
这项研究表明 v 的重复性高,并为脑肿瘤患者的纵向评估中显著变化提供了阈值。初步结果表明,v-DCE 参数可用于改善高级别胶质瘤患者的治疗反应评估。