Quantitative diffusion imaging and genotype‐by‐sex interactions in a rat model of Alexander disease

• Published in: Magnetic resonance in medicine 2024-03, Vol.91 (3), p.1087-1098
• Main Authors: Stowe, Nicholas A., Singh, Ajay P., Barnett, Brian R., Yi, Sue Y., Frautschi, Paloma C., Messing, Albee, Hagemann, Tracy L., Yu, John‐Paul J.
• Format: Article
• Language: English
• Subjects: Alexander disease; Alexander Disease - pathology; Alexander's disease; Amygdala; Animals; Biological effects; Biomarkers; Brain; Brain - diagnostic imaging; Brain - pathology; Cerebral cortex; Corpus callosum; CRISPR; diffusion; Diffusion Magnetic Resonance Imaging; Diffusion Tensor Imaging - methods; DTI; DWI; Genotype & phenotype; Genotypes; genotype‐sex interaction; Hippocampus; Medical imaging; Microstructure; Neocortex; Neuroimaging; Neuropathogenesis; NODDI; preclinical; Rats; Rats, Sprague-Dawley; Sex; Signs and symptoms; Substantia alba; Substrates; Thalamus; Variance analysis; White Matter - pathology
• ISSN: 0740-3194; 1522-2594
• DOI: 10.1002/mrm.29917

Purpose The clinical diagnosis and classification of Alexander disease (AxD) relies in part on qualitative neuroimaging biomarkers; however, these biomarkers fail to distinguish and discriminate different subtypes of AxD, especially in the presence of overlap in clinical symptoms. To address this gap in knowledge, we applied neurite orientation dispersion and density imaging (NODDI) to an innovative CRISPR‐Cas9 rat genetic model of AxD to gain quantitative insights into the neural substrates and brain microstructural changes seen in AxD and to potentially identify novel quantitative NODDI biomarkers of AxD. Methods Multi‐shell DWI of age‐ and sex‐matched AxD and wild‐type Sprague Dawley rats (n = 6 per sex per genotype) was performed and DTI and NODDI measures calculated. A 3 × 2 × 2 analysis of variance model was used to determine the effect of genotype, biological sex, and laterality on quantitative measures of DTI and NODDI across regions of interest implicated in AxD. Results There is a significant effect of genotype in the amygdala, hippocampus, neocortex, and thalamus in measures of both DTI and NODDI brain microstructure. A genotype by biological sex interaction was identified in DTI and NODDI measures in the corpus callosum, hippocampus, and neocortex. Conclusion We present the first application of NODDI to the study of AxD using a rat genetic model of AxD. Our analysis identifies alterations in NODDI and DTI measures to large white matter tracts and subcortical gray nuclei. We further identified genotype by sex interactions, suggesting a possible role for biological sex in the neuropathogenesis of AxD.