Orientation Dispersion Imaging Research Articles

Early and progressive dysfunction revealed by in vivo neurite imaging in the rNLS8 TDP-43 mouse model of ALS

Amyotrophic lateral sclerosis (ALS) is characterized by transactive response DNA-binding protein 43 (TDP-43) pathology, progressive loss of motor neurons and muscle dysfunction. Symptom onset can be insidious and diagnosis challenging. Conventional neuroimaging is used to exclude ALS mimics, however more advanced neuroimaging techniques may facilitate an earlier diagnosis. Here, we investigate the potential for neurite orientation dispersion and density imaging and diffusion tensor imaging (DTI) to detect microstructural changes in an experimental model of ALS with neuronal doxycycline (Dox)-suppressible overexpression of human TDP-43 (hTDP-43). In vivo diffusion-weighted imaging (DWI) was acquired 1- and 3- weeks following the initiation of hTDP-43 expression (post-Dox) to investigate whether neurite density imaging (NDI) and orientation dispersion imaging (ODI) are affected early in this preclinical model of ALS and if so, how these metrics compare to those derived from the diffusion tensor. Tract-based spatial statistics at 1-week post-Dox, i.e. very early in the disease stage, demonstrated increased NDI in TDP-43 mice but no change in ODI or DTI metrics. At 3-weeks post-Dox, a reduced pattern of increased NDI was observed along with widespread increases in ODI, and decreased fractional anisotropy (FA), apparent diffusion coefficient (ADC) and axial diffusivity (AD). A hypothesis driven analysis of the bilateral corticospinal tracts demonstrated that at 1-week post-Dox, ODI was significantly increased caudally but decreased in the motor cortex of TDP-43 mice. Decreased cortical ODI had normalized by 3-weeks post-Dox and only significant increases were observed. A similar, but inverse pattern in FA was also observed. Together, these results suggest a non-monotonic relationship between DWI metrics and pathophysiological progression with TDP-43 mice exhibiting significantly altered diffusion metrics consistent with early inflammation followed by progressive axonal degeneration. Importantly, significant group-wise changes were observed in the earliest stages of disease when subtle pathology may be more elusive to traditional structural imaging techniques.

In vivo coupling of dendritic complexity with presynaptic density in primary tauopathies

Understanding the cellular underpinnings of neurodegeneration remains a challenge; loss of synapses and dendritic arborization are characteristic and can be quantified in vivo, with [11C]UCB-J PET and MRI-based Orientation Dispersion Imaging (ODI), respectively. We aimed to assess how both measures are correlated, in 4R-tauopathies of progressive supranuclear palsy – Richardson's Syndrome (PSP-RS; n = 22) and amyloid-negative (determined by [11C]PiB PET) Corticobasal Syndrome (Cortiobasal degeneration, CBD; n =14), as neurodegenerative disease models, in this proof-of-concept study. Compared to controls (n = 27), PSP-RS and CBD patients had widespread reductions in cortical ODI, and [11C]UCB-J non-displaceable binding potential (BPND) in excess of atrophy. In PSP-RS and CBD separately, regional cortical ODI was significantly associated with [11C]UCB-J BPND in disease-associated regions (p < 0.05, FDR corrected). Our findings indicate that reductions in synaptic density and dendritic complexity in PSP-RS and CBD are more severe and extensive than atrophy. Furthermore, both measures are tightly coupled in vivo, furthering our understanding of the pathophysiology of neurodegeneration, and applicable to studies of early neurodegeneration with a safe and widely available MRI platform.

Abstract TP52: Neurite Density and Orientation Dispersion are Decreased in White Matter in Patients With Advanced Leukoariaosis

Background: Alterations to microstructural integrity in white matter hyperintensities (WMH) in patients with severe leukoaraiosis are poorly understood. Neurite density and orientation dispersion imaging (NODDI) produce better estimates of myelin density than diffusion tensor MRI (DTI) and therefore may provide additional in vivo insight into WMH pathophysiology. Methods: NODDI was acquired in a prospective study of acute ischemic stroke patients with advanced white matter disease (N=36). Neurite density (ND), and orientation dispersion (OD) were calculated along with model-free diffusion parameters: mean kurtosis (MK), axial kurtosis (AK), radial kurtosis (RK), mean diffusivity (MD), axial diffusivity (AD), radial diffusivity (RD) and fractional anisotropy (FA). Median values were measured in in the hemisphere contralateral to the incident stroke in regions of WMH and in normal appearing white matter (NAWM) and compared (paired Wilcoxon-exact test). Linear regression was performed to evaluate univariate predictors of log-transformed WMH volumes (log WMHv). Results: Patient characteristics were: mean±SD age 69±10 y, time-to-MRI 2.8±1.2 days, median [IQ] normalized WMHv 4.7 [2.3-9.3] and 61% men. MD, AD and RD were greater, while FA, MK, AK, RK, OD and ND were lower in WMH compared to NAWM (P&lt;0.001, see Figure). Increased MD (P=0.004), AD (P&lt;0.0001) and AK (P=0.01) in NAWM and decreased OD in NAWM (P=0.01) were significant predictors of increased log WMHv. Discussion: Diffusivity, kurtosis and ND and OD in acute stroke patients with moderate to severe leuokoaraiosis differed significantly between NAWM and WMH in the contralateral hemisphere. Reduced neurite density is suggestive of microstructural injury. Reduced OD is typically associated with greater organization, but might also reflect restricted extracellular space diffusivity. The association of MD, AD, AK and OD in NAWM with WMH burden suggests there is ongoing risk for developing future WMH.