MNI-FTD templates, unbiased average templates of frontotemporal dementia variants

Mahsa Dadar1,2, Ana L Manera3, Vladimir S Fonov3

  • 1McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Quebec (QC), Canada. mahsa.dadar@mail.mcgill.ca.

Scientific Data
|August 25, 2021
PubMed

Insights

New brain templates for frontotemporal dementia (FTD) patients improve neuroimaging analysis. These disease-specific templates reduce registration errors compared to standard templates, enhancing group-level studies in FTD research.

Area of Science:

  • Neuroimaging
  • Neuroscience
  • Medical Image Analysis

Background:

  • Standard neuroimaging templates like MNI-ICBM152 are widely used for group analyses.
  • High atrophy in frontotemporal dementia (FTD) causes significant brain shape differences, potentially leading to registration errors with standard templates.

Purpose of the Study:

  • To develop disease-specific average brain templates for FTD patient cohorts.
  • To reduce registration errors and biases in neuroimaging analyses of FTD.

Main Methods:

  • Creation of four unbiased average templates from FTD patient groups: MNI-FTD136 (136 FTD patients), MNI-bvFTD70 (70 bvFTD), MNI-svFTD36 (36 svFTD), and MNI-pnfaFTD30 (30 pnfaFTD).
  • Development of a corresponding age-matched control template (MNI-CN133).
  • Generation of probabilistic tissue maps for each new template.

Main Results:

  • Introduction of novel FTD-specific templates (MNI-FTD136, MNI-bvFTD70, MNI-svFTD36, MNI-pnfaFTD30) and a control template (MNI-CN133).
  • These templates reflect the unique anatomical characteristics of FTD patient populations.

Conclusions:

  • The new FTD-specific templates facilitate more accurate neuroimaging analyses in FTD cohorts.
  • Public availability of these templates will enable standardized comparisons across different FTD studies.