Prediction of brain invasion in patients with meningiomas using preoperative magnetic resonance imaging

Adeli, A; Hess, K; Mawrin, C; Stummer, W; Paulus, W; Kemmling, A; Holling, M; Heindel, W; Schmidt, R; Spille, DC; Sporns, PB; Brokinkel, B

Research article (journal) | Peer reviewed

Abstract

Brain invasion (BI) in meningiomas impacts WHO grading and therefore adjuvant treatment. However, BI is rare and neurosurgical sampling and neuropathological analyses are not standardised. Moreover, associations with imaging findings are sparsely known. Associations between BI and findings on preoperative MRI were investigated in 617 meningioma patients. BI was strongly correlated with other high-grade criteria (p.05, each). High-grade histology (p=.033) but not BI (p=.354) was associated with tumour location. Irregular tumour shape (OR: 3.33, 95%CI 1.33-8.30; p=.007), heterogeneous contrast enhancement (OR: 2.82, 95%CI 1.19-6.70; p=.015) and peritumoural edema (OR: 1.005 per ccm, 95%CI 1.001-1.008); p=.011) were associated with BI. Multivariable analyses identified only increasing edema volume (OR: 1.005 per ccm, 95%CI 1.002-1.009; p=.010) as a predictor for BI, independent of other histopathological high-grade criteria. We finally provide a new model to estimate the risk of BI using routine preoperative MRI. Several imaging characteristics were identified as predictors for BI. Consideration in clinical routine can increase the accuracy of the detection in neuropathological analyses.

Details about the publication

JournalOncotarget
Volume9
Issue89
Page range35974-35982
StatusPublished
Release year2018
Language in which the publication is writtenEnglish
DOI10.18632/oncotarget.26313
Link to the full texthttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6267603/
Keywordsbrain invasion; grading; meningioma; magnetic resonance imaging; radiology

Authors from the University of Münster

Brokinkel, Benjamin
Clinic for Neurosurgery
Schmidt, Rene
Institute of Biostatistics and Clinical Research (IBKF)