RT Journal Article SR Electronic T1 Morphologic Features on MR Imaging Classify Multifocal Glioblastomas in Different Prognostic Groups JF American Journal of Neuroradiology JO Am. J. Neuroradiol. FD American Society of Neuroradiology SP 634 OP 640 DO 10.3174/ajnr.A6019 VO 40 IS 4 A1 J. Pérez-Beteta A1 D. Molina-García A1 M. Villena A1 M.J. Rodríguez A1 C. Velásquez A1 J. Martino A1 B. Meléndez-Asensio A1 Á. Rodríguez de Lope A1 R. Morcillo A1 J.M. Sepúlveda A1 A. Hernández-Laín A1 A. Ramos A1 J.A. Barcia A1 P.C. Lara A1 D. Albillo A1 A. Revert A1 E. Arana A1 V.M. Pérez-García YR 2019 UL http://www.ajnr.org/content/40/4/634.abstract AB BACKGROUND AND PURPOSE: Multifocal glioblastomas (ie, glioblastomas with multiple foci, unconnected in postcontrast pretreatment T1-weighted images) represent a challenge in clinical practice due to their poor prognosis. We wished to obtain imaging biomarkers with prognostic value that have not been found previously.MATERIALS AND METHODS: A retrospective review of 1155 patients with glioblastomas from 10 local institutions during 2006–2017 provided 97 patients satisfying the inclusion criteria of the study and classified as having multifocal glioblastomas. Tumors were segmented and morphologic features were computed using different methodologies: 1) measured on the largest focus, 2) aggregating the different foci as a whole, and 3) recording the extreme value obtained for each focus. Kaplan-Meier, Cox proportional hazards, correlations, and Harrell concordance indices (c-indices) were used for the statistical analysis.RESULTS: Age (P < .001, hazard ratio = 2.11, c-index = 0.705), surgery (P < .001, hazard ratio = 2.04, c-index = 0.712), contrast-enhancing rim width (P < .001, hazard ratio = 2.15, c-index = 0.704), and surface regularity (P = .021, hazard ratio = 1.66, c-index = 0.639) measured on the largest focus were significant independent predictors of survival. Maximum contrast-enhancing rim width (P = .002, hazard ratio = 2.05, c-index = 0.668) and minimal surface regularity (P = .036, hazard ratio = 1.64, c-index = 0.600) were also significant. A multivariate model using age, surgery, and contrast-enhancing rim width measured on the largest foci classified multifocal glioblastomas into groups with different outcomes (P < .001, hazard ratio = 3.00, c-index = 0.853, median survival difference = 10.55 months). Moreover, quartiles with the highest and lowest individual prognostic scores based on the focus with the largest volume and surgery were identified as extreme groups in terms of survival (P < .001, hazard ratio = 18.67, c-index = 0.967).CONCLUSIONS: A prognostic model incorporating imaging findings on pretreatment postcontrast T1-weighted MRI classified patients with glioblastoma into different prognostic groups.CEcontrast-enhancingc-indexconcordance indexGBMglioblastomaHRhazard ratioIPSLVindividual prognosis score based on the focus with the largest volumeIPSLVSindividual prognosis score based on the focus with the largest volume and surgeryIPSLWindividual prognosis score based on the focus with the largest widthIPSLWSindividual prognosis score based on the focus with the largest width and surgeryMGBMmultifocal glioblastoma