A Free Water Elimination (FWE) technique is applied to investigate changes in DTI parameters in the human white matter during healthy aging. Our results suggest that age-related changes in DTI metrics often reflect increased extracellular free water with age. DTI with FWE unmasks the effects of free water, revealing authentic tissue microstructure.
212 healthy subjects aged 39.1 to 91.7 years (62.0 + 11.2) were imaged on a Siemens Magnetom Trio system with a 12-channel head coil. Diffusion MRI (dMRI) with 60 directions was performed at b=700mm2/s following 10 b=0 volumes. Other parameters were TE=83ms, TR=7.98s, FOV=25.6cm, 2mmx2mmx2mm resolution, 176 slices. All dMRI data sets were corrected for motion and eddy currents by linearly registering each volume to the first b0 image [5] (eddy_correct in FSL [6]), and masked using FSL's Brain Extraction Toolbox (bet) [7]. FWE was performed as per Ref (3), resulting in DTI parameters specifically for "tissue" compartments, and a "free water map" providing the fraction of free water per voxel. Conventional, non-FWE DTI was also performed by fitting the single-tensor model. Voxelwise statistical analysis in the white matter was conducted using FSL's Tract-Based Spatial Statistics (TBSS) [8]. A relationship of DTI parameters with age was defined by p<0.05 with correction for multiple comparisons and controlling for gender.
TBSS results for the DTI model show increases in MD and decreases in FA with age (e.g. Figure 2a), as well as RD increases throughout the WM, most prevalent in anterior regions. Correlations of age and AD are less persistent, with regions of both increased and decreased AD with age. This is all consistent with the literature [1]. Free water maps reveal increased free water with age throughout the white matter (Figure 1). This increase with age in free water largely overlaps with the FA, MD and RD changes with age. After free water elimination, many perceived changes in DTI parameters with age vanish (Figure 2b). FWE still shows regions of increased RD with age, although less numerous than in regular DTI. In the superior corona radiata and internal capsule, FWE reveals decreased RD with age (Figure 3), which contrasts the known prevalency of RD increase from regular DTI. Additionally, several areas which show increased AD with age in DTI are shown to have decreased AD with age after FWE.
The DTI results are consistent with the literature [1]. The structure of the free water maps is also consistent with the previously reported anterior-posterior gradient of aging. While regular DTI shows increased AD with age in much of the WM, FWE unmasks several of these regions to show decreased AD with age, possibly due to age-related accumulation of intracellular debris. Various regions still show increased RD with age after the FWE, suggesting an authentic decrease in WM integrity in these regions. Moreover, the RD decrease with age shown by FWE in the superior corona radiata and internal capsule is accompanied by an AD increase (and thus an FA increase). This may be due to an asymmetrical degeneration of crossing fibers with age.
It should be noted that variations in white matter volume across the lifespan can lead to potential misalignments when registering all skeletons to MNI space, and furthermore the native data were not corrected for EPI artifacts. Additionally, the FWE does not account for partial voluming of gray matter and WM which may vary between subjects. Efforts to additionally study WM changes in native space are underway.
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