Login / Signup

FORGE: A Novel Scoring System to Predict the MIB-1 Labeling Index in Intracranial Meningiomas.

Johannes WachTim LampmannÁgi GüresirPatrick SchussHartmut VatterUlrich HerrlingerAlbert BeckerMichael HölzelMarieta TomaErdem Güresir
Published in: Cancers (2021)
The MIB-1 index is an essential predictor of progression-free-survival (PFS) in meningioma. To date, the MIB-1 index is not available in preoperative treatment planning. A preoperative score estimating the MIB-1 index in patients with intracranial meningiomas has not been investigated so far. Between 2013 and 2019, 208 patients with tumor morphology data, MIB-1 index data, and plasma fibrinogen and serum C-reactive protein (CRP) data underwent surgery for intracranial WHO grade I and II meningioma. An optimal MIB-1 index cut-off value (≥6/<6) in the prediction of recurrence was determined by ROC curve analysis (AUC: 0.71; 95% CI: 0.55-0.87). A high MIB-1 index (≥6%) was present in 50 cases (24.0%) and was significantly associated with male sex, peritumoral edema, low baseline CRP, and low fibrinogen level in the multivariate analysis. A scoring system ("FORGE") based on sex, peritumoral edema, preoperative CRP value, and plasma fibrinogen level supports prediction of the MIB-1 index (sensitivity 62%, specificity 79%). The MIB-1 labeling index and the FORGE score are significantly associated with an increased risk of poor PFS time. We suggest a novel score ("FORGE") to preoperatively estimate the risk of an increased MIB-1 index (≥6%), which might help in surgical decision making and follow-up interval determination and inform future trials investigating inflammatory burden and proliferative activity.
Keyphrases
  • free survival
  • patients undergoing
  • decision making
  • machine learning
  • oxidative stress
  • risk factors
  • optic nerve
  • optical coherence tomography
  • percutaneous coronary intervention
  • atomic force microscopy