Fractal Analysis May Improve the Preoperative Identification of Atypical Meningiomas.
There is no objective and readily accessible method for the preoperative determination of atypical characteristics of a meningioma grade.



To evaluate the feasibility of using fractal analysis as an adjunctive tool to conventional radiological techniques in visualizing histopathological features of meningiomas.



A group of 27 patients diagnosed with atypical (WHO grade II) meningioma and a second group of 27 patients with benign (WHO grade I) meningioma were enrolled in the study. Preoperative brain magnetic resonance (MR) studies (T1-wieghted, post-gadolinium) were processed and analyzed to determine the average fractal dimension (FDa) and maximum fractal dimension (FDm) of the contrast-enhancing region of the tumor using box-count method. FDa and FDm as well as particular radiological features were included in the logistic regression model as possible predictors of malignancy.



The cohort consisted of 34 women and 20 men, mean age of 62 ± 15 yr. Fractal analysis showed good interobserver reproducibility (Kappa >0.70). Both FDa and FDm were significantly higher in the atypical compared to the benign meningioma group (P < .0001). Multivariate logistic regression model reached statistical significance with P = .0001 and AUC = 0.87. The FDm, which was greater than 1.31 (odds ratio [OR], 12.30; P = .039), and nonskull base localization (OR, .052; P = .015) were confirmed to be statistically significant predictors of the atypical phenotype.



Fractal analysis of preoperative MR images appears to be a feasible adjunctive diagnostic tool in identifying meningiomas with potentially aggressive clinical behavior.
Hofstra North Shore LIJ School of Medicine, Manhasset, New York, USA.
Marcin
M
Czyz
Hofstra North Shore LIJ School of Medicine, Manhasset, New York, USA.
Hesham
H
Radwan
Hofstra North Shore LIJ School of Medicine, Manhasset, New York, USA.
Jian Y
JY
Li
Hofstra North Shore LIJ School of Medicine, Manhasset, New York, USA.
Christopher G
CG
Filippi
Walton Centre NSH Trust, Liverpool, UK.
Tomasz
T
Tykocki
Hofstra North Shore LIJ School of Medicine, Manhasset, New York, USA.
Michael
M
Schulder
D000328:Adult; D000368:Aged; D005260:Female; D017709:Fractals; D006801:Humans; D007090:Image Interpretation, Computer-Assisted / Q000379:methods*; D008279:Magnetic Resonance Imaging / Q000379:methods*; D008297:Male; D008577:Meningeal Neoplasms / Q000000981:diagnostic imaging / Q000601:surgery; D008579:Meningioma / Q000000981:diagnostic imaging / Q000601:surgery; D008875:Middle Aged; D015203:Reproducibility of Results
Meningioma; Fractal analysis; Atypical; Preoperative imaging