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1.
Article in English | MEDLINE | ID: mdl-38789121

ABSTRACT

BACKGROUND AND PURPOSE: The Circle of Willis (COW) is a crucial mechanism for cerebral collateral circulation. This proof-ofconcept study aims to develop and assess an analysis method to characterize the hemodynamics of the arterial segments in COW using arterial spin labeling (ASL) based non-contrast enhanced dynamic magnetic resonance angiography (dMRA). MATERIALS AND METHODS: The developed analysis method uses a graph model, bootstrap strategy, and ensemble learning methodologies to determine the time-curve shift from ASL dMRA to estimate the flow direction within the COW. The performance of the method was assessed on 52 subjects, using the flow direction, either antegrade or retrograde, derived from 3D phase contrast (PC) MRI as the reference. RESULTS: A total of 340 arterial segments in COW were evaluated, among which 30 (8.8%) had retrograde flow according to 3D PC. The ASL dMRA-based flow direction estimation has an accuracy, sensitivity, and specificity of 95.47%, 80%, and 96.34%, respectively. CONCLUSIONS: Using ASL dMRA and the developed image analysis method to estimate the flow direction in COW is feasible. This study provides a new method to assess the hemodynamics of the COW, which could be useful for the diagnosis and study of cerebrovascular diseases. ABBREVIATIONS: COW = Circle of Willis; ASL = arterial spin labeling; dMRA =dynamic magnetic resonance angiography; PC = phase contrast.

2.
Magn Reson Imaging ; 98: 36-43, 2023 05.
Article in English | MEDLINE | ID: mdl-36567002

ABSTRACT

BACKGROUND: Alterations in cerebral vasculature are instrumental in affecting cognition. Current studies mainly focus on proximal large arteries and small vessels, while disregarding morphology and blood flow of the arteries between them (medium-to-large arteries). METHODS: In this prospective study, two types of non-contrast enhanced magnetic resonance angiography (NCE-MRA) techniques, simultaneous non-contrast angiography and intraplaque hemorrhage (SNAP) and 3D Time-of-flight (TOF), were used to measure vascular morphologic features in medium-to-large intracranial arteries. Grey matter (GM) tissue level perfusion was assessed with arterial spin labeling (ASL) MRI. Twenty-seven subjects at high cardiovascular risk underwent baseline and 12-month follow-up MRI to compare the relationship between morphological features measured by NCE MRA, GM CBF by ASL MRI, and cognitive function measured by the Montreal Cognitive Assessment (MoCA). RESULTS: Changes in both global medium-to-large arteries and posterior cerebral (PCA) distal artery length and branch numbers, measured on SNAP MRA, were significantly associated with alterations in MoCA scores (P < 0.01), after adjusting for clinical confounding factors, total brain volume, and total white matter lesion (WML) volume. There were no associations between MoCA scores and vascular features on TOF MRA or ASL GM CBF. CONCLUSIONS: Alterations in vascular features of distal medium-to-large arteries may be more sensitive for detecting potential changes in cognition than cerebral blood flow alterations at the parenchymal level captured by perfusion ASL. Hemodynamic information from distal medium-to-large arteries provides an additional tool to advance understanding of the vascular contributions to cognitive function.


Subject(s)
Cardiovascular Diseases , Humans , Prospective Studies , Cardiovascular Diseases/diagnostic imaging , Longitudinal Studies , Risk Factors , Magnetic Resonance Angiography/methods , Cerebrovascular Circulation/physiology , Heart Disease Risk Factors , Cognition , Spin Labels
3.
J Stroke Cerebrovasc Dis ; 31(10): 106719, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35994880

ABSTRACT

OBJECTIVES: Non-stenotic plaques have been observed in intracranial arteries but are less understood compared to those in coronary and carotid arteries. We sought to compare plaque distribution and morphology between stenotic and non-stenotic intracranial plaques with MR vessel wall imaging (VWI) and quantitative image analysis. MATERIALS AND METHODS: Twenty-four patients with intracranial arterial stenosis or luminal irregularity on clinical imaging were scanned with a multi-contrast VWI protocol. Plaques were detected as focal wall thickening on co-registered multiplanar reformats of multi-contrast VWI, with assessment of the location and morphology. TOF-MRA was independently reviewed for any appreciable stenosis using the WAISD criteria. RESULTS: Across 504 arterial segments, a total of 80 plaques were detected, including 23 (29%) with stenosis on TOF-MRA, 56 (70%) without, and 1 (1%) not covered by TOF-MRA. Plaques involving the ICA were more likely to be non-stenotic than those involving other segments (80% versus 55%, p = 0.030) whereas the basilar artery (40%) and PCA (33%) had the lowest proportions of non-stenotic plaques. Maximum wall thickness, indicative of plaque burden, correlated poorly with degree of stenosis (p = 0.10) and overlapped substantially between stenotic and non-stenotic plaques (1.9 [1.5, 2.4] versus 2.0 [1.5, 2.2] mm, p = 0.074). CONCLUSIONS: Intracranial plaques without appreciable stenosis on TOF-MRA represent a large proportion of lesions throughout arterial segments but disproportionately affect the ICA. Morphological characterization of plaques with and without stenosis shows that luminal stenosis is a poor indicator of the underlying burden of intracranial atherosclerosis.


Subject(s)
Intracranial Arteriosclerosis , Plaque, Atherosclerotic , Cerebral Arteries/diagnostic imaging , Cerebral Arteries/pathology , Constriction, Pathologic/pathology , Humans , Intracranial Arteriosclerosis/diagnostic imaging , Intracranial Arteriosclerosis/pathology , Magnetic Resonance Angiography/methods , Plaque, Amyloid/pathology , Plaque, Atherosclerotic/pathology
4.
J Neurosci Methods ; 340: 108751, 2020 07 01.
Article in English | MEDLINE | ID: mdl-32344044

ABSTRACT

BACKGROUND: Comprehensive quantification of intracranial vascular characteristics by vascular tracing provides an objective clinical assessment of vascular structure. However, weak signal or low contrast in small distal arteries, artifacts due to volitional motion, and vascular pulsation are challenges for accurate vessel tracing from 3D time-of-flight (3D-TOF) magnetic resonance angiography (MRA) images. NEW METHOD: A vascular measurement refinement algorithm is developed and validated for robust quantification of intracranial vasculature from 3D-TOF MRA. After automated vascular tracing, centerline positions, lumen radii and centerline deviations are jointly optimized to restrict traces to within vascular regions in the straightened curved planar reformation (CPR) views. The algorithm is validated on simulated vascular images and on repeat 3D-TOF MRA acquired from infants and adults. RESULTS: The refinement algorithm can reliably estimate vascular radius and correct deviated centerlines. For the simulated vascular image with noise level of 1 and deviation of centerline of 3, the mean radius difference is below 15.3 % for scan-rescan reliability. Vascular features from repeated clinical scans show significantly improved measurement agreement, with intra-class correlation coefficient (ICC) improvement from 0.55 to 0.7 for infants and from 0.59 to 0.92 for adults. COMPARISON WITH EXISTING METHODS: The refinement algorithm is novel because it utilizes straightened CPR views that incorporate information from the entire artery. In addition, the optimization corrects centerline positions, lumen radii and centerline deviations simultaneously. CONCLUSIONS: Intracranial vasculature quantification using a novel refinement algorithm for vascular tracing improves the reliability of vascular feature measurements in both infants and adults.


Subject(s)
Algorithms , Magnetic Resonance Angiography , Adult , Arteries , Humans , Imaging, Three-Dimensional , Infant , Reproducibility of Results
5.
Alcohol Clin Exp Res ; 31(5): 868-79, 2007 May.
Article in English | MEDLINE | ID: mdl-17386071

ABSTRACT

INTRODUCTION: Effects of prenatal alcohol exposure on the brain are seen at every age. The earlier they can be quantified, the better the prognosis for the affected child. Here we show measurable alcohol effects at birth on a structure currently used for nosology only much later in life. METHODS: Midline shape of the corpus callosum was imaged in infants via averaged unwarped transfontanelle ultrasound. We compared measures of these shapes among 23 infants prenatally exposed to high levels of alcohol and 21 infants unexposed to alcohol or only lightly exposed. RESULTS: A particular feature of the corpus callosum, the appearance of a "hook" (obtuse angle) between the splenium and the long diameter of the arch in this plane, is strongly associated with prenatal alcohol exposure. In half of the high-exposed infants, the splenium angle is larger than in any of the unexposed brains. Simply characterizing this angle as less than or greater than 90 degrees detects 12 of the 23 exposed infants as anomalous with only 1 false positive among the unexposed. This apparently direct effect of prenatal ethanol exposure on the details of the callosum in about half the at-risk subjects cannot be attributed to any of several plausible competing exposures or other confounding factors applying during or after gestation. CONCLUSION: An average of the images for the unexposed subjects has the geometry of textbook images of normal babies; but the average for the subgroup of high-angle subjects may serve as a template or guide to this regional damage parallel to the familiar photographic exemplars that help to assess facial signs.


Subject(s)
Corpus Callosum/pathology , Fetal Alcohol Spectrum Disorders/pathology , Adult , Aging/physiology , Alcohol Drinking/psychology , Birth Weight , Corpus Callosum/diagnostic imaging , Female , Fetal Alcohol Spectrum Disorders/diagnostic imaging , Gestational Age , Humans , Image Processing, Computer-Assisted , Infant , Infant, Newborn , Pregnancy , Sex Characteristics , Substance-Related Disorders/complications , Surveys and Questionnaires , Ultrasonography
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