High-Resolution Diffusion Tensor Imaging and T2 Mapping Detect Regional Changes within the Hippocampus in Multiple Sclerosis.
Diana Valdés CabreraGregg BlevinsPenelope SmythDerek EmeryKevin Grant SolarChristian BeaulieuPublished in: NMR in biomedicine (2023)
Hippocampus demyelinating lesions in multiple sclerosis (MS) have been frequently observed in ex-vivo histopathological studies; however, they are difficult to image and quantify in-vivo. Diffusion tensor imaging (DTI) and T2 mapping could potentially detect such regional in-vivo changes if acquired with sufficient spatial resolution. The goal here was to evaluate whether there are focal hippocampal abnormalities in 43 MS patients (35 relapsing-remitting, 8 secondary progressive) with and without cognitive impairment (CI) versus 43 controls using high-resolution 1 mm isotropic DTI, as well as complementary methods of T2-weighted and T2 mapping at 3T. Abnormal hippocampus regions were identified voxel-by-voxel by using MD/T2 thresholds and avoiding voxels attributed to cerebrospinal fluid. When compared to controls, averaged left/right whole hippocampus mean diffusivity (MD) was higher in both MS groups, while lower fractional anisotropy (FA) and volume, and higher T2 relaxometry and T2-weighted signal values were only significant in CI MS. The hippocampal MD and T2 images/maps were not uniformly affected and focal regions of elevated MD/T2 were evident in MS patients. Both CI and not CI MS groups showed greater proportional areas of the hippocampus with elevated MD, whereas only the CI group showed greater proportional area of elevated T2 relaxation times or T2-weighted signal. Higher T2 relaxometry and T2-weighted signal values of elevated regions correlated with greater disability and whole hippocampus FA negatively correlated with physical fatigue. High-resolution hippocampus DTI and T2 mapping with less partial volume effects showed whole hippocampus abnormalities with regional elevations of MD/T2 in MS, which could be interpreted as potentially from demyelination, neuron loss, and/or inflammation, and which overall were more extensive in the hippocampus of patients with larger total brain lesion volumes and cognitive impairment.
Keyphrases
- multiple sclerosis
- cognitive impairment
- high resolution
- white matter
- cerebral ischemia
- mass spectrometry
- prefrontal cortex
- end stage renal disease
- molecular dynamics
- magnetic resonance
- subarachnoid hemorrhage
- chronic kidney disease
- peritoneal dialysis
- ejection fraction
- ms ms
- oxidative stress
- prognostic factors
- computed tomography
- physical activity
- cerebrospinal fluid
- brain injury
- machine learning
- convolutional neural network
- disease activity
- patient reported