Combining structural and metabolic markers in a quantitative MRI study of motor neuron diseases

Ann Clin Transl Neurol. 2021 Sep;8(9):1774-1785. doi: 10.1002/acn3.51418. Epub 2021 Aug 2.

Abstract

Objective: To assess the performance of a combination of three quantitative MRI markers (iron deposition, basal neuronal metabolism, and regional atrophy) for differential diagnosis between amyotrophic lateral sclerosis (ALS) and primary lateral sclerosis (PLS).

Methods: In total, 33 ALS, 12 PLS, and 28 healthy control (HC) subjects underwent a 3T MRI study including single- and multi-echo sequences for gray matter (GM) volumetry and quantitative susceptibility mapping (QSM) and a pseudo-continuous arterial spin labeling (ASL) sequence for cerebral blood flow (CBF) measurement. Mean values of QSM, CBF, and GM volumes were extracted in the motor cortex, basal ganglia, thalamus, amygdala, and hippocampus. A generalized linear model was applied to the three measures to binary discriminate between groups. The diagnostic performances were evaluated via receiver operating characteristic analyses.

Results: A significant discrimination was obtained: between ALS and HCs in the left and right motor cortex, where QSM increases were respectively associated with disability scores and disease duration; between PLS and ALS in the left motor cortex, where PLS patients resulted significantly more atrophic; between ALS and HC in the right motor cortex, where GM volumes were associated with upper motor neuron scores. Significant discrimination between ALS and HC was achieved in subcortical structures only combining all three parameters.

Interpretation: While increased QSM values in the motor cortex of ALS patients is a consolidated finding, combining QSM, CBF, and GM volumetry shows higher diagnostic potential for differentiating ALS patients from HC subjects and, in the motor cortex, between ALS and PLS.

MeSH terms

  • Adult
  • Aged
  • Amyotrophic Lateral Sclerosis / diagnostic imaging
  • Amyotrophic Lateral Sclerosis / metabolism
  • Amyotrophic Lateral Sclerosis / pathology
  • Amyotrophic Lateral Sclerosis / physiopathology
  • Biomarkers
  • Cerebrovascular Circulation / physiology
  • Diagnosis, Differential
  • Female
  • Gray Matter / diagnostic imaging*
  • Humans
  • Magnetic Resonance Imaging / methods*
  • Male
  • Middle Aged
  • Motor Cortex / diagnostic imaging*
  • Motor Neuron Disease / diagnostic imaging*
  • Motor Neuron Disease / metabolism
  • Motor Neuron Disease / pathology
  • Motor Neuron Disease / physiopathology

Substances

  • Biomarkers