Unique Peritumoral Patterns Unveiled by Quantitative Multiparametric MRI and Their Diagnostic and Prognostic Value in Treated Malignant Gliomas

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Authors: Keyi Chai, P Y Wang, Austin Carmichael, Jingpu Wu, Zongpai Zhang, Qianqi Huang, Karisa C. Schreck, Jordina Rincon‐Torroella, Matthias Holdhoff, David Olayinka. Kamson, Lindsay Blair, Haris I. Sair
+6 more Solmaz Sahebjam, Jaishri O. Blakeley, John Laterra, Chetan Bettegowda, Jinyuan Zhou, Shanshan Jiang
Cited by: 1
References: 40

Abstract

ABSTRACT Malignant gliomas remain among the most challenging brain tumors to manage, with high recurrence rates and difficulty in distinguishing progression from treatment‐related changes. While the peritumoral region offers valuable insights into tumor behavior, its quantitative MRI characteristics remain largely underexplored. This study investigated the diagnostic and prognostic value of multiparametric MRI biomarkers from noncontrast‐enhancing peritumoral regions, particularly the surrounding nonenhancing FLAIR hyperintensity (SNFH). Thirty‐eight patients with treated malignant gliomas underwent amide proton transfer‐weighted (APTw) imaging, T 1 and T 2 mapping, and diffusion‐weighted imaging. Histogram analysis of signal intensities from the enhancing tumor, immediate SNFH (≤ 10 mm), and distant SNFH regions was performed. Progression cases typically showed APTw hyperintensity in enhancing tumor cores and surrounding SNFH, while response cases showed minimal hyperintensity to isointensity in these regions. Repeated measures ANOVA revealed significant parameter variation across the tumor and SNFH regions, with APTw showing the largest dynamic range. Logistic regression models trained on histogram features from APTw and T 1 maps achieved a maximum test area under the curve (AUC) of 0.79 in differentiating progression from response. In survival analysis, parameters including higher APTw skewness was associated with better overall survival (hazard ratio = 0.32; p = 0.006). These findings demonstrate that APTw and T 1 imaging biomarkers from peritumoral edema regions reflect key features of tumor invasion and metabolic activity. Their combined application has potential to improve diagnostic accuracy and inform prognosis in posttreatment high‐grade gliomas.

Fields of Study & Subjects

Lanthanide and Transition Metal Complexes Advanced MRI Techniques and Applications Glioma Diagnosis and Treatment

Publication details

Journal / source
NMR in Biomedicine
Publisher
Wiley
Volume
39
Issue
6
Pages
e70290–e70290
Publication date
19 April 2026
Language
EN