Longitudinal and quantitative MR plaque imaging for prediction of response to medical management in symptomatic intracranial atherosclerosis
Longitudinal and quantitative MR plaque imaging for prediction of response to medical management in symptomatic intracranial atherosclerosis
批准号:
10579278
负责人:
Zhaoyang Fan
金额:
$35.32万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-03-01 至 2025-02-28
关键词:
3-DimensionalAccelerationActivities of Daily LivingAcuteAlternative TherapiesArterial Fatty StreakArteriesAtherosclerosisBloodBrainCephalicCerebrospinal FluidClinicalClinical ResearchClinical TrialsCompensationComputational algorithmConsumptionCross-Sectional StudiesData SetDedicationsDiagnosisEarly identificationEnsureEvaluationFailureFosteringFutureGoalsHumanImageImaging DeviceImaging TechniquesIndividualInfarctionIntracranial Atherosclerotic DiseaseIschemic StrokeLesionLongitudinal StudiesMagnetic ResonanceMedicalMethodsMorphologyMotionMovementPatientsPharmacodynamicsPopulationPrediction of Response to TherapyProbabilityRecurrenceReproducibilityResearchResolutionRisk FactorsRoleRuptureScanningSeveritiesSignal TransductionSiteStenosisStrokeStroke preventionTechniquesTestingThree-Dimensional ImagingTimeTreatment outcomeValidationVisualizationWorkburden of illnessclinical practiceclinical riskdeep learningfollow-uphigh riskimaging approachimaging modalityimprovedmorphometrynon-invasive imagingnovel therapeuticspersonalized managementpredicting responsepreservationpreventsegmentation algorithmstandard of caretoolvalidation studies
中文摘要
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英文摘要
ABSTRACT
Intracranial atherosclerotic disease (ICAD) is one of the most common causes of ischemic stroke worldwide.
Despite intensive medical management, the current standard of care for secondary stroke prevention, the rate
of recurrent stroke is 13% in the first year and as high as 35% in certain populations by 2 years. Currently, the
initial and follow-up evaluations of these patients rely exclusively on assessments of clinical risk factors and, in
some circumstances, the degree of luminal stenosis on imaging. However, this strategy may overlook subtle
non-luminal changes within ICAD lesions. A tool that can directly probe atherosclerotic plaques and accurately
quantify longitudinal changes of plaque features may help early identify non-responsive patients in whom an
alternative therapy can be initiated. Magnetic resonance (MR) vessel wall imaging (VWI) has the potential to
fulfill this role because of its compacity to directly visualize the vessel wall and characterize plaque features.
However, there are several technical challenges associated with intracranial VWI: small size, tortuous course,
and deep sitting warrant a high-resolution and 3D imaging approach; multiple lesion sites require a large
imaging view; signals arising from neighboring blood and cerebrospinal fluid (CSF) need to be adequately
suppressed; relatively long imaging time and potential image corruption by patient motion; and lack of
dedicated plaque analysis tools particularly for 3D dataset. In this proposal, we will develop a reliable 3D VWI-
based MR plaque imaging (MRPI) strategy for prediction of response to medical management in symptomatic
ICAD. Specifically, we will first develop a whole-brain 3D VWI sequence with intracranial vessel-dedicated
motion compensation and motion-adaptive imaging acceleration (Aim1-Task1) and develop an automated
intracranial vessel wall (IVA) tool integrating 3D vessel wall segmentation and computational algorithms for
deriving quantitative plaque features (Aim1-Task2) followed by a validation study (Aim1-Task3). The validated
techniques will then be used in a cross-sectional study to determine the MRPI-derived quantitative plaque
features that are associated with ICAD lesions within the infarcted territory in patients with acute symptomatic
ICAD (Aim 2). We will finally conduct a longitudinal study to determine the capacity of longitudinal and
quantitative MRPI to predict response to medical management in symptomatic ICAD patients (Aim 3).
Successful completion of the project will validate the compacity of VWI-based MRPI to quantitatively
characterize ICAD and predict response to medical management in symptomatic ICAD patients. This will open
the door to future clinical trials investigating the role of MRPI in developing personalized management
paradigms and assessing new therapies.
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DOI:
10.1002/mrm.28777
发表时间:
2021-08
期刊:
Magnetic resonance in medicine
影响因子:
3.3
作者:
[Hu Z, van der Kouwe A, Han F, Xiao J, Chen J, Han H, Bi X, Li D, Fan Z]
通讯作者:
Fan Z
Imaging endpoints of intracranial atherosclerosis using vessel wall MR imaging: a systematic review.
使用血管壁MR成像的颅内动脉粥样硬化的成像终点:系统评价。
DOI:
10.1007/s00234-020-02575-w
发表时间:
2021-06
期刊:
Neuroradiology
影响因子:
2.8
作者:
[Song JW, Pavlou A, Burke MP, Shou H, Atsina KB, Xiao J, Loevner LA, Mankoff D, Fan Z, Kasner SE]
通讯作者:
Kasner SE
DOI:
10.1109/isbi48211.2021.9434018
发表时间:
2021-04
期刊:
Proceedings. IEEE International Symposium on Biomedical Imaging
影响因子:
--
作者:
[Zhou H, Xiao J, Fan Z, Ruan D]
通讯作者:
Ruan D
DOI:
10.1002/mrm.28275
发表时间:
2020-11
期刊:
Magnetic resonance in medicine
影响因子:
3.3
作者:
[Hu Z, Christodoulou AG, Wang N, Shaw JL, Song SS, Maya MM, Ishimori ML, Forbess LJ, Xiao J, Bi X, Han F, Li D, Fan Z]
通讯作者:
Fan Z
DOI:
10.1161/jaha.123.031797
发表时间:
2023-12-05
期刊:
Journal of the American Heart Association
影响因子:
5.4
作者:
[]
通讯作者:
共 12 条
Multi-Task MR Simulation for Abdominal Radiation Treatment Planning
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批准号:10331615
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资助金额:$50.71万
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依托单位:
Longitudinal and quantitative MR plaque imaging for prediction of response to medical management in symptomatic intracranial atherosclerosis
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批准号:10331648
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依托单位:
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批准号:10606517
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Longitudinal and quantitative MR plaque imaging for prediction of response to medical management in symptomatic intracranial atherosclerosis
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批准号:10366094
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资助金额:$44.63万
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依托单位:
Multi-Task MR Simulation for Abdominal Radiation Treatment Planning
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批准号:10379333
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Multi-Task MR Simulation for Abdominal Radiation Treatment Planning
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资助金额:$55.67万
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Novel four dimensional magnetic resonance imaging to monitor pancreatic tumor infiltrating blood vessels and tumor response to chemoradiation therapy
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Longitudinal and quantitative MR plaque imaging for prediction of response to medical management in symptomatic intracranial atherosclerosis
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批准号:9898455
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资助金额:$47.03万
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财政年份:2019
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依托单位:
Novel four dimensional magnetic resonance imaging to monitor pancreatic tumor infiltrating blood vessels and tumor response to chemoradiation therapy
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批准号:9804795
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项目类别:
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资助金额:$19.66万
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负责人:Zhaoyang Fan
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依托单位:
海外基金