학술논문
Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity
Document Type
article
Author
Seyyed M. H. Haddad; Christopher J. M. Scott; Miracle Ozzoude; Courtney Berezuk; Melissa Holmes; Sabrina Adamo; Joel Ramirez; Stephen R. Arnott; Nuwan D. Nanayakkara; Malcolm Binns; Derek Beaton; Wendy Lou; Kelly Sunderland; Sujeevini Sujanthan; Jane Lawrence; Donna Kwan; Brian Tan; Leanne Casaubon; Jennifer Mandzia; Demetrios Sahlas; Gustavo Saposnik; Ayman Hassan; Brian Levine; Paula McLaughlin; J. B. Orange; Angela Roberts; Angela Troyer; Sandra E. Black; Dar Dowlatshahi; Stephen C. Strother; Richard H. Swartz; Sean Symons; Manuel Montero-Odasso; null ONDRI Investigators; Robert Bartha
Source
International Journal of Biomedical Imaging, Vol 2022 (2022)
Subject
Language
English
ISSN
1687-4196
Abstract
Alterations in tissue microstructure in normal-appearing white matter (NAWM), specifically measured by diffusion tensor imaging (DTI) fractional anisotropy (FA), have been associated with cognitive outcomes following stroke. The purpose of this study was to comprehensively compare conventional DTI measures of tissue microstructure in NAWM to diverse vascular brain lesions in people with cerebrovascular disease (CVD) and to examine associations between FA in NAWM and cerebrovascular risk factors. DTI metrics including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were measured in cerebral tissues and cerebrovascular anomalies from 152 people with CVD participating in the Ontario Neurodegenerative Disease Research Initiative (ONDRI). Ten cerebral tissue types were segmented including NAWM, and vascular lesions including stroke, periventricular and deep white matter hyperintensities, periventricular and deep lacunar infarcts, and perivascular spaces (PVS) using T1-weighted, proton density-weighted, T2-weighted, and fluid attenuated inversion recovery MRI scans. Mean DTI metrics were measured in each tissue region using a previously developed DTI processing pipeline and compared between tissues using multivariate analysis of covariance. Associations between FA in NAWM and several CVD risk factors were also examined. DTI metrics in vascular lesions differed significantly from healthy tissue. Specifically, all tissue types had significantly different MD values, while FA was also found to be different in most tissue types. FA in NAWM was inversely related to hypertension and modified Rankin scale (mRS). This study demonstrated the differences between conventional DTI metrics, FA, MD, AD, and RD, in cerebral vascular lesions and healthy tissue types. Therefore, incorporating DTI to characterize the integrity of the tissue microstructure could help to define the extent and severity of various brain vascular anomalies. The association between FA within NAWM and clinical evaluation of hypertension and disability provides further evidence that white matter microstructural integrity is impacted by cerebrovascular function.