Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity

被引:6
|
作者
Haddad, Seyyed M. H. [1 ]
Scott, Christopher J. M. [2 ,3 ,4 ]
Ozzoude, Miracle [2 ,3 ,4 ]
Berezuk, Courtney [5 ]
Holmes, Melissa [2 ,3 ,4 ]
Adamo, Sabrina [6 ]
Ramirez, Joel [2 ,3 ,4 ]
Arnott, Stephen R. [7 ]
Nanayakkara, Nuwan D. [1 ]
Binns, Malcolm [7 ]
Beaton, Derek [7 ]
Lou, Wendy [8 ]
Sunderland, Kelly [7 ]
Sujanthan, Sujeevini [7 ]
Lawrence, Jane [9 ]
Kwan, Donna [10 ]
Tan, Brian [7 ]
Casaubon, Leanne [11 ]
Mandzia, Jennifer [12 ]
Sahlas, Demetrios [13 ]
Saposnik, Gustavo [14 ]
Hassan, Ayman [15 ]
Levine, Brian [7 ]
McLaughlin, Paula [10 ]
Orange, J. B. [16 ]
Roberts, Angela [17 ]
Troyer, Angela [7 ]
Black, Sandra E. [2 ,3 ,4 ,7 ,18 ]
Dowlatshahi, Dar [19 ]
Strother, Stephen C. [7 ,20 ]
Swartz, Richard H. [18 ]
Symons, Sean [21 ]
Montero-Odasso, Manuel [22 ]
Bartha, Robert [1 ]
机构
[1] Univ Western Ontario, Robarts Res Inst, Ctr Funct & Metab Mapping, London, ON, Canada
[2] Sunnybrook Res Inst, Hurvitz Brain Sci Res Program, LC Campbell Cognit Neurol Res Unit, Toronto, ON, Canada
[3] Sunnybrook Hlth Sci Ctr, Dept Med Neurol, Toronto, ON, Canada
[4] Univ Toronto, Toronto, ON, Canada
[5] Univ Toronto, Clin Psychol, Toronto, ON, Canada
[6] Univ Toronto, Clin Neurosci, Toronto, ON, Canada
[7] Rotman Res Inst, Baycrest Hlth Sci, Toronto, ON, Canada
[8] Univ Toronto, Dalla Lana Sch Publ Hlth, Toronto, ON, Canada
[9] Thunder Bay Reg Hlth Res Inst, Thunder Bay, ON, Canada
[10] Queens Univ, Dept Med Biophys, Kingston, ON, Canada
[11] Univ Toronto, Dept Med, Toronto, ON, Canada
[12] Univ Western Ontario, Dept Med, Div Neurol, London, ON, Canada
[13] McMaster Univ, Fac Hlth Sci, Dept Med, Hamilton, ON, Canada
[14] Li Ka Shing Knowledge Inst, Toronto, ON, Canada
[15] Thunder Bay Reg Res Inst, Thunder Bay, ON, Canada
[16] Western Univ, Sch Commun Sci & Disorders, London, ON, Canada
[17] Northwestern Univ, Roxelyn & Richard Pepper Dept Commun Sci & Disorde, Evanston, IL USA
[18] Univ Toronto, Sunnybrook Hlth Sci Ctr, Stroke Res Program, Toronto, ON, Canada
[19] Ottawa Hosp Res Inst, Ottawa, ON, Canada
[20] Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
[21] Sunnybrook Hlth Sci Ctr, Dept Med Imaging, Toronto, ON, Canada
[22] St Josephs Hlth Care London, Parkwood Hosp, Dept Med, Div Geriatr Med, London, ON, Canada
关键词
VASCULAR COGNITIVE IMPAIRMENT; MEASURING BRAIN-TISSUE; ACUTE ISCHEMIC-STROKE; FRACTIONAL ANISOTROPY; CORTICOSPINAL TRACT; AUTOMATIC SEGMENTATION; ALZHEIMERS-DISEASE; MRI; HYPERINTENSITIES; INTEGRITY;
D O I
10.1155/2022/5860364
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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 T-1-weighted, proton density-weighted, T-2-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.
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页数:14
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