Comparison of Automated Brain Volume Measures by NeuroQuant vs. Freesurfer in Patients with Mild Cognitive Impairment: Effect of Slice Thickness

Yonsei Med J. 2021 Mar;62(3):255-261. doi: 10.3349/ymj.2021.62.3.255.

Abstract

Purpose: This study aimed to examine the inter-method reliability and volumetric differences between NeuroQuant (NQ) and Freesurfer (FS) using T1 volume imaging sequence with different slice thicknesses in patients with mild cognitive impairment (MCI).

Materials and methods: This retrospective study enrolled 80 patients diagnosed with MCI at our memory clinic. NQ and FS were used for volumetric analysis of three-dimensional T1-weighted images with slice thickness of 1 and 1.2 mm. Inter-method reliability was measured with Pearson correlation coefficient (r), intraclass correlation coefficient (ICC), and effect size (ES).

Results: Overall, NQ volumes were larger than FS volumes in several locations: whole brain (0.78%), cortical gray matter (5.34%), and white matter (2.68%). Volume measures by NQ and FS showed good-to-excellent ICCs with both 1 and 1.2 mm slice thickness (ICC=0.75-0.97, ES=-1.0-0.73 vs. ICC=0.78-0.96, ES=-0.9-0.77, respectively), except for putamen, pallidum, thalamus, and total intracranial volumes. The ICCs in all locations, except the putamen and cerebellum, were slightly higher with a slice thickness of 1 mm compared to those of 1.2 mm.

Conclusion: Inter-method reliability between NQ and FS was good-to-excellent in most regions with improvement with a 1-mm slice thickness. This finding indicates that the potential effects of slice thickness should be considered when performing volumetric measurements for cognitive impairment.

Keywords: Brain volume; FreeSurfer; NeuroQuant; mild cognitive impairment.

Publication types

  • Comparative Study

MeSH terms

  • Aged
  • Aged, 80 and over
  • Automation
  • Brain / diagnostic imaging*
  • Brain / pathology*
  • Cognitive Dysfunction / diagnostic imaging*
  • Cognitive Dysfunction / pathology*
  • Female
  • Humans
  • Imaging, Three-Dimensional
  • Magnetic Resonance Imaging*
  • Male
  • Middle Aged
  • Reproducibility of Results
  • Retrospective Studies