Frontiers in Neurology (Sep 2016)

Patterns of Co-occurring Gray Matter Concentration Loss Across the Huntington Disease Prodrome

  • Jennifer Ashley Ciarochi,
  • Vince D Calhoun,
  • Vince D Calhoun,
  • Spencer Lourens,
  • Jeffrey D Long,
  • Jeffrey D Long,
  • Hans J Johnson,
  • Hans J Johnson,
  • Jeremy Bockholt,
  • Jingyu Liu,
  • Sergey M Plis,
  • Jane Paulsen,
  • Jane Paulsen,
  • Jessica A Turner,
  • Jessica A Turner

DOI
https://doi.org/10.3389/fneur.2016.00147
Journal volume & issue
Vol. 7

Abstract

Read online

Huntington disease is caused by an abnormally expanded CAG trinucleotide repeat in the HTT gene. Age and CAG-expansion number are related to age at diagnosis, and can be used to index disease progression. However, observed onset-age variability suggests that other factors also modulate progression. Indexing prodromal (pre-diagnosis) progression may highlight therapeutic targets by isolating the earliest-affected factors.We present the largest prodromal Huntington disease application of the univariate method Voxel-based Morphometry, and the first application of the multivariate method Source-based Morphometry, to respectively compare gray matter concentration and capture co-occurring gray matter concentration patterns in control and prodromal participants. Using structural MRI data from 1050 (831 prodromal, 219 control) participants, we characterize control-prodromal, whole-brain gray matter concentration differences at various prodromal stages. Our results provide evidence for: (1) Regional co-occurrence and differential patterns of decline across the prodrome, with parietal and occipital differences commonly co-occurring, and frontal and temporal differences being relatively independent from one another, (2) Fronto-striatal circuits being among the earliest and most consistently affected in the prodrome (3) Delayed degradation in some movement-related regions, with increasing subcortical and occipital differences with later progression, (4) An overall superior-to-inferior gradient of gray matter concentration reduction in frontal, parietal, and temporal lobes, (5) The appropriateness of Source-based Morphometry for studying the prodromal Huntington disease population, and its enhanced sensitivity to early prodromal and regionally-concurrent differences.

Keywords