TY - JOUR
T1 - Diffusion kurtosis imaging of white matter in bipolar disorder
AU - Goghari, Vina M
AU - Kusi, Mavis
AU - Shakeel, Mohammed K
AU - Beasley, Clare
AU - David, Szabolcs
AU - Leemans, Alexander
AU - De Luca, Alberto
AU - Emsell, Louise
N1 - Funding Information:
This study was funded by a Hotchkiss Brain Institute/Pfizer Canada Research Grant through the Pfizer Psychiatry Research Awards. Vina Goghari was supported by a Canadian Institutes of Health Research New Investigator Award.
Publisher Copyright:
© 2021 Elsevier B.V.
PY - 2021/11/30
Y1 - 2021/11/30
N2 - White matter pathology likely contributes to the pathogenesis of bipolar disorder (BD). Most studies of white matter in BD have used diffusion tensor imaging (DTI), but the advent of more advanced multi-shell diffusion MRI imaging offers the possibility to investigate other aspects of white matter microstructure. Diffusion kurtosis imaging (DKI) extends the DTI model and provides additional measures related to diffusion restriction. Here, we investigated white matter in BD by applying whole-brain voxel-based analysis (VBA) and a network-based connectivity approach using constrained spherical deconvolution tractography to assess differences in DKI and DTI metrics between BD (n = 25) and controls (n = 24). The VBA showed lower mean kurtosis in the corona radiata and posterior association fibers in BD. Regional differences in connectivity were indicated by lower mean kurtosis and kurtosis anisotropy in streamlines traversing the temporal and occipital lobes, and lower mean axial kurtosis in the right cerebellar, thalamo-subcortical pathways in BD. Significant differences were not seen in DTI metrics following FDR-correction. The DKI findings indicate altered connectivity across cortical, subcortical and cerebellar areas in BD. DKI is sensitive to different microstructural properties and is a useful complementary technique to DTI to more fully investigate white matter in BD.
AB - White matter pathology likely contributes to the pathogenesis of bipolar disorder (BD). Most studies of white matter in BD have used diffusion tensor imaging (DTI), but the advent of more advanced multi-shell diffusion MRI imaging offers the possibility to investigate other aspects of white matter microstructure. Diffusion kurtosis imaging (DKI) extends the DTI model and provides additional measures related to diffusion restriction. Here, we investigated white matter in BD by applying whole-brain voxel-based analysis (VBA) and a network-based connectivity approach using constrained spherical deconvolution tractography to assess differences in DKI and DTI metrics between BD (n = 25) and controls (n = 24). The VBA showed lower mean kurtosis in the corona radiata and posterior association fibers in BD. Regional differences in connectivity were indicated by lower mean kurtosis and kurtosis anisotropy in streamlines traversing the temporal and occipital lobes, and lower mean axial kurtosis in the right cerebellar, thalamo-subcortical pathways in BD. Significant differences were not seen in DTI metrics following FDR-correction. The DKI findings indicate altered connectivity across cortical, subcortical and cerebellar areas in BD. DKI is sensitive to different microstructural properties and is a useful complementary technique to DTI to more fully investigate white matter in BD.
KW - Constrained spherical deconvolution
KW - Diffusion MRI
KW - Diffusion tensor imaging
KW - Tractography
KW - White matter pathology
UR - http://www.scopus.com/inward/record.url?scp=85112558408&partnerID=8YFLogxK
U2 - 10.1016/j.pscychresns.2021.111341
DO - 10.1016/j.pscychresns.2021.111341
M3 - Article
C2 - 34411810
SN - 0925-4927
VL - 317
SP - 1
EP - 9
JO - Psychiatry Research - Neuroimaging
JF - Psychiatry Research - Neuroimaging
M1 - 111341
ER -