Multidimensional Evaluation of Neural Dynamics in Patients with Disorders of Consciousness using EEG
Multidimensional Evaluation of Neural Dynamics in Patients with Disorders of Consciousness using EEG
批准号:
10359670
负责人:
GIUSEPPE PELLIZZER
金额:
$0.0万
依托单位国家:
美国
项目类别:
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-04-01 至 2022-03-31
关键词:
AcuteBehavior assessmentBrainBrain InjuriesCaringClinicalCollaborationsComaConsciousConsciousness DisordersDataDevelopmentDiagnosisElectroencephalographyElementsEmergency MedicineEmergency SituationEthicsEvaluationEvaluation MethodologyFamilyFutureGoalsHealthcare SystemsHomeLesionMedicalMethodologyMethodsMinimally Conscious StatesMotorMotor outputMultiple TraumaNeurologicNeurophysiology - biologic functionPatientsPhasePilot ProjectsPlayProcessPrognosisProtocols documentationRecoveryRehabilitation CentersResearchResolutionResourcesRestRoleScienceSensoryServicesSignal TransductionSiteSouth TexasSpecialized CenterStimulusSurvival RateTestingTimeVegetative StatesVeteransVeterans Health AdministrationWakefulnessactive dutybasecognitive disabilityend of lifeimprovedmachine learning algorithmmemberneurophysiologyprogramsrelating to nervous system
中文摘要
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英文摘要
Disorders of consciousness (DOC) are the result of a severe brain injury. These conditions have become more
frequent as advances in emergency medicine have led to a better survival rate after brain lesions. The
assessment of DOC patients at VA facilities relies primarily on observed motor output. However, this
assessment is often challenging due to the sensory, motor and cognitive disabilities resulting from the brain
injury. This issue is particularly critical since the diagnosis and prognosis has important ethical and medical
consequences in regard to the selection of care, treatment, and end-of-life decisions. Consequently, families of
DOC patients often struggle in making long-term decisions, and an alternative methodology could help them in
this process. For all of these reasons, there is a growing effort at several specialized centers around the world to
develop neurophysiological methods that could assist with the assessment of DOC patients. The current
perspective is that improving the evaluation of DOC needs a multidimensional approach in which several
neurophysiological markers are combined. The VA could play a significant role in this development by joining
the existing expertise within the VA of clinicians specialized in DOC and of neuroscientists specialized in the
analysis of neurophysiological signals and machine learning algorithms.
Electroencephalography (EEG) provides high time-resolution signals of brain activity which makes it a
method of choice for evaluating the neural dynamics of willful brain activity. We plan to combine the effort of
the Emerging Consciousness Program from the Minneapolis and the San Antonio VA Health Care Systems to
perform a pilot study and acquire preliminary EEG data of neural activity from DOC patients. These data will
be compared to control subjects, both neurologically healthy and brain-lesioned patients without DOC. The
healthy controls will provide a reference of healthy neural dynamics, whereas brain-lesioned controls will
provide a reference of neural dynamics altered by brain lesions that does not affect conscious processing.
The specific aims of this project are: (1) to create a collaborative interaction between members of the
Emerging Consciousness Program, the Defense and Veterans Brain Injury Center, and the Brain Sciences with
the scope of developing an EEG methodology for the evaluation of DOC patients. There has been no formal
collaboration until now between clinicians and therapists from the ECP and neuroscientists from the DVBIC
and the BSC. Such a collaboration would bring together complementary expertise within the VA in regard to
DOC and the analysis and decoding of neurophysiological signals in regard to developing a methodology using
EEG as a resource for the assessment of DOC patients. The current project would provide the first step for
actualizing such a collaboration; (2) to perform a pilot study to collect preliminary data for the development of
a future project aimed at the advancement of an EEG-based method of assessment of DOC patients. We will
record EEG activity in DOC patients during resting state, during stimulation conditions with familiar vs
unfamiliar stimuli, and during oddball tasks. In addition, behavioral assessment will be performed using a
clinical scale (Coma Recovery Scale-revised). EEG data from DOC patients will be obtained across several
weeks to evaluate potential changes in time. EEG data from DOC patients will be compared to control subjects,
both neurologically healthy and brain-lesioned patients without DOC. Top-of-the art methods of analysis of
brain signals will be used to extract features that discriminate the level of DOC, and that discriminate DOC
patients from brain-lesioned patients without DOC. Patients admitted to the Minneapolis and the South Texas
VA Emergency Consciousness Programs (ECP) will be considered for inclusion in the project.
The goal of developing an EEG assessment protocol would provide VA sites with advanced methodology
to serve severely brain injured veteran and active duty DOC patients and their families.
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Multidimensional Evaluation of Neural Dynamics in Patients with Disorders of Consciousness using EEG
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批准号:9910073
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项目类别:
-
资助金额:$0.0万
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财政年份:2019
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负责人:GIUSEPPE PELLIZZER
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依托单位:
Brain Mechanisms of Cognitivo-Motor Processes
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批准号:8244902
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项目类别:
-
资助金额:$0.0万
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财政年份:2012
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负责人:GIUSEPPE PELLIZZER
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依托单位:
Brain Mechanisms of Cognitivo-Motor Processes
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批准号:8413405
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项目类别:
-
资助金额:$0.0万
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财政年份:2012
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负责人:GIUSEPPE PELLIZZER
-
依托单位:
Brain Mechanisms of Cognitivo-Motor Processes
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批准号:8595284
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项目类别:
-
资助金额:$0.0万
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财政年份:2012
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负责人:GIUSEPPE PELLIZZER
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依托单位:
Neural Mechanisms of Planning and Control of Movement
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批准号:6621614
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项目类别:
-
资助金额:$17.53万
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财政年份:2002
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负责人:GIUSEPPE PELLIZZER
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依托单位:
Neural Mechanisms of Planning and Control of Movement
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批准号:6844768
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项目类别:
-
资助金额:$17.53万
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财政年份:2002
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负责人:GIUSEPPE PELLIZZER
-
依托单位:
Neural Mechanisms of Planning and Control of Movement
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批准号:6435347
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项目类别:
-
资助金额:$17.54万
-
财政年份:2002
-
负责人:GIUSEPPE PELLIZZER
-
依托单位:
Neural Mechanisms of Planning and Control of Movement
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批准号:6693011
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项目类别:
-
资助金额:$17.53万
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财政年份:2002
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负责人:GIUSEPPE PELLIZZER
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依托单位:
海外基金