Presurgical brain mapping with functional connectivity MRI
Presurgical brain mapping with functional connectivity MRI
批准号:
8454215
负责人:
EDGAR A DEYOE
金额:
$27.77万
依托单位国家:
美国
项目类别:
财政年份:
2012
资助国家:
美国
项目状态:
已结题
起止时间:
2012-12-01 至 2014-11-30
关键词:
3-DimensionalAdoptionAftercareAlgorithmsArteriovenous malformationAtlasesBasic ScienceBehaviorBehavioralBrainBrain DiseasesBrain MappingBrain NeoplasmsBrain PathologyBrain imagingClassificationClinicalComputer softwareCustomDataData DisplayDevelopmentDiagnosisDiseaseEpilepsyExcisionFunctional Magnetic Resonance ImagingFunctional disorderGoalsGraphHealth InsuranceHealthcareHospitalsImageIndividualIndustryLeadLibrariesMagnetic Resonance ImagingMalignant neoplasm of brainMapsMeasuresMedical ImagingMethodsMetricMotorNeurologicOperative Surgical ProceduresPathologyPatientsPatternPattern RecognitionPhasePhysiciansPredictive ValueProblem SolvingProcessRadiationRadiosurgeryRestRiskSamplingSeedsSensitivity and SpecificitySignal TransductionSiteSoftware ToolsSorting - Cell MovementSystemTask PerformancesTestingTissuesValidationWisconsinWorkbasebrain tissuecancer surgeryclinical applicationcomputerized data processingdesignfunctional statusindependent component analysisinterestmedical schoolsneuroimagingpatient populationprototypepublic health relevancestandard of caretooltumor
中文摘要
描述(由申请人提供):脑肿瘤和其他疾病患者的诊断和治疗通常严重依赖于功能性神经成像(例如fMRI),以识别在侵入性手术或放射治疗期间必须避免的健康脑组织。但是,传统的功能磁共振成像往往失败(高达30%)或无法用于无法充分执行所需行为任务的患者。静息状态功能连接MRI(fcMRI)为基于任务的功能MRI提供了一种潜在的替代方案,用于绘制大脑。fcMRI最早是由Biswal及其同事在威斯康星州医学院开发的,他们观察到在行为“休息”期间,功能性MRI信号的波动在功能相关的皮层网络(如运动系统)内具有时间相关性,但在功能不相关的网络之间则不具有时间相关性。实际上,这意味着大约20个功能不同的大脑系统可以同时被映射,而患者在MRI扫描仪中安静地休息时,可以获得5-10分钟的fMRI数据样本。这种方法对于临床应用具有特殊的实用性,例如在脑癌手术之前进行脑映射。与更传统的基于任务的fMRI相比,fcMRI更快,更简单,行为要求更低,因为它不依赖于准确的任务表现。因此,它可以用于麻醉或太年轻,太老,太虚弱或太虚弱的患者。
太不合作以至于无法完成一项具有挑战性的行为任务。此外,理论上的连接概念提供了与功能连接的病理变化相关的脑功能障碍的潜在指标。尽管fcMRI具有潜在的临床应用价值,但它尚未被优化用于临床应用,也没有充分表征其作为脑功能指标的有效性,
尤其是在存在可手术的脑部病变的情况下。尽管有一些重要的举措来开发基础研究的连接方法,但在促进其用于临床应用方面所做的工作要少得多。事实上,在这个节骨眼上,临床优化的工具,用于采集,分析和显示功能磁共振成像数据是不可用的。因此,这个多机构项目的总体目标是开发一套用于常规临床使用的软件工具,
fcMRI并验证其在患有脑癌和其他可手术脑部疾病的患者中的使用。在这个第一阶段的项目中,我们将专注于开发一个原型系统,安装
它在合适的医院地点,并测试它与一个小样本的病人,以证明其可行性。这将导致一个更广泛的第二阶段项目,在该项目中,该系统将被完善,以最终商业发布,并与更广泛的患者进行测试,以充分表征fcMRI对特定临床应用的有效性。预计该项目的成功完成将提供广泛可用的专业产品,帮助消除目前临床使用fcMRI的障碍,促进其在医疗保健和保险行业的接受,并将先进神经成像的好处扩展到更广泛的脑部疾病患者的治疗。
英文摘要
DESCRIPTION (provided by applicant): The diagnosis and treatment of patients with brain tumors and other diseases is often critically dependent on functional neuroimaging (e.g. fMRI) to identify healthy brain tissue that must be avoided during invasive surgery or radiation treatment. But, conventional fMRI often fails (up to 30 percent) or cannot be used with patients who are unable to adequately perform the required behavioral tasks. Resting-state, functional connectivity MRI (fcMRI) provides a potential alternative to task-based fMRI for mapping the brain. fcMRI was first developed at the Medical College of Wisconsin by Biswal and colleagues1 who observed that fluctuations in fMRI signals during behavioral "rest" are temporally correlated within functionally related cortical networks such as the motor system but not between functionally unrelated networks. Practically, this means that approximately 20 functionally distinct brain systems can be mapped simultaneously with a single 5-10 minute sample of fMRI data obtained while the patient does nothing but rest quietly in the MRI scanner. This approach has exceptional practical utility for clinical applications such as brain mapping prior to brain cancer surgery. Compared to more conventional task-based fMRI, fcMRI is faster, simpler, and less behaviorally demanding since it does not depend on accurate task performance. As a result, it can be used with patients who are anesthetized or too young, too old, too debilitated or
too uncooperative to perform a challenging behavioral task. In addition, theoretical connectivity concepts provide potential indicators of brain dysfunction related to pathological changes in functional connectivity. Despite its potential clinical utility, fcMRI has not been optimized for clinical use, nor has its validity as an indicator of brain function been adequately characterized,
especially in the presence of operable brain pathologies. Although there are significant initiatives to develop connectivity methods for basic research, far less is being done to promote its use for clinical applications. Indeed, at this juncture, clinically optimized tools for the acquisition, analysis and display of fcMRI data are not available. Thus, the overall goal of this multi-institutional project is to develop a suite of software tools for the routine clinical use of
fcMRI and to validate their use with patients suffering from brain cancer, and other operable brain diseases. In this Phase I project, we will focus on developing a prototype system, installing
it at suitable hospital sites, and testing it with a small sample of patients in order to demonstrae feasibility. This will lead to a more extensive Phase II project in which the system will be refine for eventual commercial release and tested with a wider range of patients to fully characterize the validity of fcMRI for specific clinical applications. It is anticipated that the successful completion of this project will provide a widely available, professional product, help remove current impediments to use of fcMRI clinically, promote its acceptance within the health care and insurance industries, and extend the benefits of advanced neuroimaging to the treatment of a much wider population of patients with brain disease.
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