Assessment of Ki-67 expression levels in IDH-wildtype glioblastoma using logistic regression modelling of VASARI features

Neurosurg Rev. 2023 Dec 22;47(1):20. doi: 10.1007/s10143-023-02258-z.

Abstract

To investigate the value of using VASARI signs preoperatively to assess Ki-67 proliferation index levels in patients with IDH-wildtype glioblastoma (GB).Pathological and imaging data of 154 patients with GB confirmed by surgical pathology were retrospectively analysed, and the level of Ki-67 proliferative index was assessed in tumour tissue samples from patients using immunohistochemistry (IHC) staining. Patients were divided into a high and low Ki-67 proliferation index expression group. Two radiologists analysed MRI images of patients with IDH-wildtype GB using the VASARI features system. VASARI parameters between the two groups were statistically analysed to identify characteristic parameters with significant differences and their predictive performance was determined using ROC curves.Among the obtained clinical and VASARI features of IDH-wildtype GB patients, the distribution of Maximum diameter, Proportion of necrosis and Hemorrhage was significantly different between the two groups (all p < 0.05). Multivariate logistic regression analysis showed that Maximum diameter and Hemorrhage were independent risk factors distinguishing the group with high and low expression of Ki-67 proliferative index. ROC curve analysis showed that the logistic regression model achieved an AUC value of 0.730 (95% CI: 0.639, 0.822), sensitivity of 0.628 and specificity of 0.756.Logistic regression modelling of preoperative VASARI features can be used as a reliable tool for predicting the level of Ki-67 proliferative index in IDH-wildtype GB patients, which can help in preoperative development of treatment and follow-up strategies for patients.

Keywords: Glioblastoma; Ki-67; Magnetic resonance imaging; Visually AcceSAble Rembrandt Images.

MeSH terms

  • Brain Neoplasms* / genetics
  • Brain Neoplasms* / pathology
  • Brain Neoplasms* / surgery
  • Glioblastoma* / genetics
  • Glioblastoma* / surgery
  • Hemorrhage
  • Humans
  • Ki-67 Antigen
  • Logistic Models
  • Magnetic Resonance Imaging / methods
  • Retrospective Studies

Substances

  • Ki-67 Antigen