TY - JOUR
T1 - Investigating secondary white matter degeneration following ischemic stroke by modelling affected fiber tracts
AU - Kancheva, Ivana
AU - Buma, Floor
AU - Kwakkel, Gert
AU - Kancheva, Angelina
AU - Ramsey, Nick
AU - Raemaekers, Mathijs
N1 - Funding Information: The authors would like to thank the patients and their families for their contribution to this research. The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: The research leading to these results received funding from the Netherlands Organization for Health Research and Development (ZonMw Grant No. 89000001) and was supported by the European Research Council (ERC) under the European Union's Seventh Framework Program (FP/2007-2013/ERC Grant Agreement no. 291339-4D-EEG). Funding Information: The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: The research leading to these results received funding from the Netherlands Organization for Health Research and Development (ZonMw Grant No. 89000001 ) and was supported by the European Research Council (ERC) under the European Union’s Seventh Framework Program ( FP/2007-2013/ERC Grant Agreement no. 291339-4D-EEG ). Publisher Copyright: © 2022 The Authors
PY - 2022/1
Y1 - 2022/1
N2 - Secondary white matter degeneration is a common occurrence after ischemic stroke, as identified by Diffusion Tensor Imaging (DTI). However, despite recent advances, the time course of the process is not completely understood. The primary aim of this study was to assess secondary degeneration using an approach whereby we create a patient-specific model of damaged fibers based on the volumetric characteristics of lesions. We also examined the effects of secondary degeneration along the modelled streamlines at different distances from the primary infarction using DTI. Eleven patients who presented with upper limb motor deficits at the time of a first-ever ischemic stroke were included. They underwent scanning at weeks 6 and 29 post-stroke. The fractional anisotropy (FA), mean diffusivity (MD), primary eigenvalue (λ1), and transverse eigenvalue (λ23) were measured. Using regions of interest based on the simulation output, the differences between the modelled fibers and matched contralateral areas were analyzed. The longitudinal change between the two time points and across five distances from the primary lesion was also assessed using the ratios of diffusion quantities (rFA, rMD, rλ1, and rλ23) between the ipsilesional and contralesional hemisphere. At week 6 post-stroke, significantly decreased λ1 was found along the ipsilesional corticospinal tract (CST) with a trend towards lower FA, reduced MD and λ23. At week 29 post-stroke, significantly decreased FA was shown relative to the non-lesioned side, with a trend towards lower λ1, unchanged MD, and higher λ23. Along the ipsilesional tract, the rFA diminished, whereas the rMD, rλ1, and rλ23 significantly increased over time. No significant variations in the time progressive effect with distance were demonstrated. The findings support previously described mechanisms of secondary degeneration and suggest that it spreads along the entire length of a damaged tract. Future investigations using higher-order tractography techniques can further explain the intravoxel alterations caused by ischemic injury.
AB - Secondary white matter degeneration is a common occurrence after ischemic stroke, as identified by Diffusion Tensor Imaging (DTI). However, despite recent advances, the time course of the process is not completely understood. The primary aim of this study was to assess secondary degeneration using an approach whereby we create a patient-specific model of damaged fibers based on the volumetric characteristics of lesions. We also examined the effects of secondary degeneration along the modelled streamlines at different distances from the primary infarction using DTI. Eleven patients who presented with upper limb motor deficits at the time of a first-ever ischemic stroke were included. They underwent scanning at weeks 6 and 29 post-stroke. The fractional anisotropy (FA), mean diffusivity (MD), primary eigenvalue (λ1), and transverse eigenvalue (λ23) were measured. Using regions of interest based on the simulation output, the differences between the modelled fibers and matched contralateral areas were analyzed. The longitudinal change between the two time points and across five distances from the primary lesion was also assessed using the ratios of diffusion quantities (rFA, rMD, rλ1, and rλ23) between the ipsilesional and contralesional hemisphere. At week 6 post-stroke, significantly decreased λ1 was found along the ipsilesional corticospinal tract (CST) with a trend towards lower FA, reduced MD and λ23. At week 29 post-stroke, significantly decreased FA was shown relative to the non-lesioned side, with a trend towards lower λ1, unchanged MD, and higher λ23. Along the ipsilesional tract, the rFA diminished, whereas the rMD, rλ1, and rλ23 significantly increased over time. No significant variations in the time progressive effect with distance were demonstrated. The findings support previously described mechanisms of secondary degeneration and suggest that it spreads along the entire length of a damaged tract. Future investigations using higher-order tractography techniques can further explain the intravoxel alterations caused by ischemic injury.
KW - DTI simulation
KW - Diffusion tensor imaging
KW - Ischemic stroke
KW - Motor deficit
KW - Secondary degeneration
KW - Tractography database
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85123934070&origin=inward
UR - https://www.ncbi.nlm.nih.gov/pubmed/35124524
U2 - https://doi.org/10.1016/j.nicl.2022.102945
DO - https://doi.org/10.1016/j.nicl.2022.102945
M3 - Article
C2 - 35124524
SN - 2213-1582
VL - 33
JO - NeuroImage. Clinical
JF - NeuroImage. Clinical
M1 - 102945
ER -