Predicting disease progression in high-grade glioma with neuropsychological parameters: the value of personalized longitudinal assessment

J Neurooncol. 2019 Sep;144(3):511-518. doi: 10.1007/s11060-019-03249-1. Epub 2019 Jul 24.

Abstract

Purpose: Progressive disease in patients with high-grade glioma may be reflected in cognitive decline. However, the cognitive functions most sensitive to progression may differ between patients. We investigated whether decline on a personalized selection of tests predicted progressive disease according to RANO criteria in high-grade glioma patients.

Methods: Starting one day before surgery, patients underwent neuropsychological assessment every three months during standard treatment and clinical follow-up. We first made a personalized selection of three tests that showed the highest Reliable Change Index (RCI) values, i.e., most positive change, at the first post-surgical assessment for each patient. In subsequent follow up, a decline of RCI ≤ - 1 on at least two of the three tests in the selection was considered cognitive decline. We performed a discrete Cox proportional hazards model including a time-dependent coefficient cognitive decline (vs. stability) and covariate age to predict progressive disease.

Results: Twenty five patients were included. Cognitive decline on the personalized test selection preceded or had occurred by the time progression was established in 9/15 patients with RANO confirmed progressive disease (60%). Decline was absent in 8/10 patients (80%) with stable disease during participation. The independent hazard ratio for progression in case of cognitive decline was 5.05 (p < 0.01) compared to stable performance.

Conclusions: Using only three patient-specific neuropsychological tests, we found a fivefold increased chance of disease progression in case of cognitive decline as compared to stable performance. Brief, patient-tailored cognitive assessment may be a noninvasive addition to disease monitoring without overburdening patients and clinical care.

Trial registration: ClinicalTrials.gov NCT02953756.

Keywords: Cognitive functioning; Disease progression; High-grade glioma; Neuropsychological assessment; RANO.

MeSH terms

  • Adult
  • Aged
  • Brain Neoplasms / pathology
  • Brain Neoplasms / psychology
  • Brain Neoplasms / surgery*
  • Cognition Disorders / diagnosis*
  • Cognition Disorders / etiology
  • Cognition Disorders / psychology
  • Disease Progression
  • Female
  • Follow-Up Studies
  • Glioma / pathology
  • Glioma / psychology
  • Glioma / surgery*
  • Humans
  • Longitudinal Studies
  • Male
  • Middle Aged
  • Neuropsychological Tests
  • Neurosurgical Procedures / adverse effects*
  • Precision Medicine*
  • Predictive Value of Tests
  • Risk Assessment / methods*
  • Risk Factors
  • Young Adult

Associated data

  • ClinicalTrials.gov/NCT02953756

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