Spatial Signature of White Matter Hyperintensities in Stroke Patients

被引:35
作者
Schirmer, Markus D. [1 ,2 ,3 ]
Giese, Anne-Katrin [1 ,4 ]
Fotiadis, Panagiotis [1 ]
Etherton, Mark R. [1 ]
Cloonan, Lisa [1 ]
Viswanathan, Anand [1 ]
Greenberg, Steven M. [1 ]
Wu, Ona [5 ]
Rost, Natalia S. [1 ]
机构
[1] Harvard Med Sch, Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02115 USA
[2] MIT, Comp Sci & Artificial Intelligence Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[3] German Ctr Neurodegenerat Dis DZNE, Dept Populat Hlth Sci, Bonn, Germany
[4] Brd Inst MIT & Harvard, Program Med & Populat Genet, Cambridge, MA USA
[5] Massachusetts Gen Hosp, Athinoula A Martins Ctr Biomed Imaging, Dept Radiol, Boston, MA 02114 USA
基金
欧盟地平线“2020”;
关键词
acute ischemic stroke; white matter hyperintensity; spatial; vascular territory; template; ISCHEMIC-STROKE; CLASSIFICATION; RATIONALE; LESIONS; DESIGN; VOLUME;
D O I
10.3389/fneur.2019.00208
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Purpose: White matter hyperintensity (WMH) is a common phenotype across a variety of neurological diseases, particularly prevalent in stroke patients; however, vascular territory dependent variation in WMH burden has not yet been identified. Here, we sought to investigate the spatial specificity of WMH burden in patients with acute ischemic stroke (AIS). Materials and Methods: We created a novel age-appropriate high-resolution brain template and anatomically delineated the cerebral vascular territories. We used WMH masks derived from the clinical T2 Fluid Attenuated Inverse Recovery (FLAIR) MRI scans and spatial normalization of the template to discriminate between WMH volume within each subject's anterior cerebral artery (ACA), middle cerebral artery (MCA), and posterior cerebral artery (PCA) territories. Linear regression modeling including age, sex, common vascular risk factors, and TOAST stroke subtypes was used to assess for spatial specificity of WMH volume (WMHv) in a cohort of 882 AIS patients. Results: Mean age of this cohort was 65.23 +/- 14.79 years, 61.7% were male, 63.6% were hypertensive, 35.8% never smoked. Mean WMHv was 11.58c +/- 13.49 cc. There were significant differences in territory-specific, relative to global, WMH burden. In contrast to PCA territory, age (0.018 +/- 0.002, p < 0.001) and small-vessel stroke subtype (0.212 +/- 0.098, p < 0.001) were associated with relative increase of WMH burden within the anterior (ACA and MCA) territories, whereas male sex (-0.275 +/- 0.067, p < 0.001) was associated with a relative decrease in WMHv. Conclusions: Our data establish the spatial specificity of WMH distribution in relation to vascular territory and risk factor exposure in AIS patients and offer new insights into the underlying pathology.
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页数:10
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