We found a match
Your institution may have rights to this item. Sign in to continue.
- Title
Prognostication of anaplastic astrocytoma patients: application of contrast leakage information of dynamic susceptibility contrast-enhanced MRI and dynamic contrast-enhanced MRI.
- Authors
Kim, Hee Soo; Kwon, Se Lee; Choi, Seung Hong; Hwang, Inpyeong; Kim, Tae Min; Park, Chul-Kee; Park, Sung-Hye; Won, Jae-Kyung; Kim, Il Han; Lee, Soon Tae
- Abstract
<bold>Purpose: </bold>To examine the applicability of contrast leakage information from dynamic susceptibility contrast-enhanced (DSC) MRI and dynamic contrast-enhanced (DCE) MRI to determine which one is the most valuable surrogate imaging biomarker for predicting disease progression in anaplastic astrocytoma (AA) patients.<bold>Materials and Methods: </bold>This study was approved by the institutional review board (IRB), which waived informed consent. A total of seventy-three AA patients who had undergone preoperative DCE and DSC MRI and received standard treatment, including partial resection or biopsy followed by radiation therapy, were included in this retrospective study. Based on Response Assessment in Neuro-Oncology (RANO), patients were sorted into progression (n = 21) and non-progression (n = 52) groups. Tumor boundaries were defined as high-signal intensity (SI) lesions on fluid-attenuated inversion recovery (FLAIR) imaging, where we analyzed mean pharmacokinetic parameters (Ktrans, Vp, and Ve) from DCE MRI and contrast leakage information (mean extraction fraction (EF)) from DSC MRI.<bold>Results: </bold>Mean Ve and mean EF were significantly higher in patients with progression-free survival (PFS) < 18 months than in those with PFS ≥ 18 months. For distinguishing the group with PFS < 18 months, AUC values were calculated using the mean Ve value (AUC = 0.716). The Kaplan-Meier survival analysis revealed that mean Ve value was significantly correlated with PFS. In Cox proportional-hazards regression, only the mean Ve value was found to be significantly associated with PFS.<bold>Conclusion: </bold>We found that the mean Ve value based on high-SI tumor lesions on FLAIR imaging was capable of predicting outcomes of AA patients as a potential surrogate imaging biomarker.<bold>Key Points: </bold>• Mean Ve(2.152 ± 1.857 vs. 1.173 ± 1.408) was significantly higher in anaplastic astrocytoma patients with PFS < 18 months that in those with PFS ≥ 18 months (p = 0.02). • Cox proportional-hazards regression showed that only mean Ve(p = 0.034) was significantly associated with PFS, regardless of IDH mutation status, in anaplastic astrocytoma patients.
- Subjects
CONTRAST-enhanced magnetic resonance imaging; INSTITUTIONAL review boards; PROGRESSION-free survival; LEAKAGE; ASTROCYTOMAS; ANAPLASTIC thyroid cancer; GLIOMA treatment; BRAIN tumor treatment; DISEASE progression; NEUROSURGERY; GLIOMAS; MAGNETIC resonance imaging; PROGNOSIS; CONTRAST media; RETROSPECTIVE studies; BRAIN tumors; KAPLAN-Meier estimator; RESEARCH funding; RADIOTHERAPY
- Publication
European Radiology, 2020, Vol 30, Issue 4, p2171
- ISSN
0938-7994
- Publication type
journal article
- DOI
10.1007/s00330-019-06598-7