Neurite orientation dispersion and density imaging quantifies microstructural impairment in the thalamus and its connectivity in amyotrophic lateral sclerosis

Abstract

AbstractAimsTo evaluate microstructural impairment in the thalamus and thalamocortical connectivity using neurite orientation dispersion and density imaging (NODDI) in amyotrophic lateral sclerosis (ALS).MethodsThis study included 47 healthy controls and 43 ALS patients, whose structural and diffusion‐weighted data were collected. We used state‐of‐the‐art parallel transport tractography to identify thalamocortical pathways in individual spaces. Thalamus was then parcellated into six subregions based on its connectivity pattern with the priori defined cortical (i.e., prefrontal/motor/somatosensory/temporal/posterior‐parietal/occipital) regions. For each of the thalamic and cortical subregions and thalamo‐cortical tracts, we compared the following NODDI metrics between groups: orientation dispersion index (ODI), neurite density index (NDI), and isotropic volume fraction (ISO). We also used these metrics to conduct receiver operating characteristic curve (ROC) analyses and Spearman correlation.ResultsIn ALS patients, we found decreased ODI and increased ISO in the thalamic subregion connecting the left motor cortex and other extramotor (e.g., somatosensory and occipital) cortex (Bonferroni‐corrected p < 0.05). NDI decreased in the bilateral thalamo‐motor and thalamo‐somatosensory tracts and in the right thalamo‐posterior‐parietal and thalamo‐occipital tracts (Bonferroni‐corrected p < 0.05). NDI reduction in the bilateral thalamo‐motor tract (p = 0.017 and 0.009) and left thalamo‐somatosensory tract (p = 0.029) was correlated with disease severity. In thalamo‐cortical tracts, NDI yielded a higher effect size during between‐group comparisons and a greater area under ROC (p < 0.05) compared with conventional diffusion tensor imaging metrics.ConclusionsMicrostructural impairment in the thalamus and thalamocortical connectivity is the hallmark of ALS. NODDI improved the detection of disrupted thalamo‐cortical connectivity in ALS.