Development and Use of rtfMRI for Self-control of Nicotine Craving
Development and Use of rtfMRI for Self-control of Nicotine Craving
批准号:
7687437
负责人:
Mark K Greenwald
金额:
$27.65万
依托单位国家:
美国
项目类别:
财政年份:
2008
资助国家:
美国
项目状态:
已结题
起止时间:
2008-09-15 至 2010-06-30
关键词:
AccountingAlgorithmsAnteriorAreaAuditory areaBiologicalBrainBrain regionCerebrovascular CirculationCharacteristicsChronic DiseaseCigaretteClassificationClinicalCocaineComputer softwareDataData SetDependenceDevelopmentDiseaseDrug AddictionElementsEvaluationFeedbackFunctional Magnetic Resonance ImagingFutureGeneral PopulationGoalsIndividualIndividual DifferencesInstructionInsula of ReilInvestigationKnowledgeLeadLearningLocationMachine LearningMeasurementMeasuresMethodologyMethodsModelingNicotineOpiatesOutcomePainPatientsPatternPerformancePharmaceutical PreparationsPlacebo ControlPlacebo EffectPlacebosPrevalenceProceduresProcessPublic HealthReal-Time SystemsRecurrenceRegression AnalysisReproducibilitySamplingSelf-control as a personality traitSignal TransductionSolutionsSpin LabelsSubstance Use DisorderSubstance abuse problemSubstance of AbuseTechniquesTestingTherapeuticTimeTrainingTraining TechnicsTreatment outcomeVariantaddictionalternative treatmentbaseblood flow measurementblood oxygen level dependentcingulate cortexcravingexpectationexperiencehemodynamicsheuristicsimprovedinterestmathematical modelmultidisciplinaryneurofeedbacknicotine cravingpublic health relevancereconstructionrelating to nervous systemresearch studyresponsevectorvisual feedbackvisual motorvolunteer
中文摘要
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英文摘要
DESCRIPTION (provided by applicant): This application aims to study the application of functional magnetic resonance imaging in real time (rtfMRI) as an operant training feedback mechanism for treating substance use disorders. Recent data suggest that individuals can reduce activity in some brain regions (e.g. anterior cingulate cortex, anterior insula, auditory cortex when they are presented with information about activation in that brain region. Experimental and clinical pain have been reduced with rtfMRI signal feedback from the rostral anterior cingulate in a manner proportional to reductions in the blood oxygenation level dependent (BOLD) signal from that region. These regions overlap with those involved in the effects of substances of abuse and the development of substance use disorders (SUDs). The initial information opens the possibility of applying neurofeedback to improve treatment outcomes in patient samples. The present application seeks to expand the investigation of these processes and validate their applicability to substance dependent volunteers. In initial studies we will examine the capacity of nicotine dependent volunteers to reduce their craving for cigarettes. This substance was selected for its high retention rates and prevalence and public health burden in the general population, but it is expected that future studies would explore other forms of addiction (e.g. cocaine, opiates). Our multidisciplinary team proposes to advance current knowledge in this area by: (1) using data not from a single brain region, but from networks involved in nicotine craving and dependence, thereby accounting for inter- individual differences in brain regional activation patterns during nicotine craving; (2) developing a quantifiable method by using arterial spin labeling (ASL); and (3) determining the influence of individual expectations on these processes (e.g. assessing the degree to which these effects are attributable to placebo-related responding). The developmental and experimental elements of this application will lead to new avenues for treatment that would be readily generalizable to other forms of drug addiction besides nicotine, and potentially impacting on the outcomes of the substantial numbers of individuals seeking substance abuse treatment.
PUBLIC HEALTH RELEVANCE: The development of new methodology for the treatment of patients with substance use disorders would represent a significant advance in the therapeutics of these disorders. The studies proposed offer a new treatment alternative for these otherwise highly recurrent and chronic illnesses.
期刊论文(1)
专著(0)
科研奖励(0)
会议论文
Support vector machine classification of complex fMRI data.
复杂功能磁共振成像数据的支持向量机分类。
DOI:
10.1109/iembs.2009.5332805
发表时间:
2009
期刊:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
影响因子:
--
作者:
[Peltier,ScottJ, Lisinski,JonathanM, Noll,DouglasC, LaConte,StephenM]
通讯作者:
LaConte,StephenM
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Development and Use of rtfMRI for Self-control of Nicotine Craving
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项目类别:
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资助金额:$28.82万
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负责人:Mark K Greenwald
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依托单位:
Development and Use of rtfMRI for Self-control of Nicotine Craving
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Development and Use of rtfMRI for Self-control of Nicotine Craving
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Integrated Substance use and Physical Health Intervention for Recovery (INSPIRE)
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依托单位:
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Reducing Cocaine/Heroin Abuse with SR-Amphetamine and Buprenorphine
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Reducing Cocaine/Heroin Abuse with SR-Amphetamine and Buprenorphine
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海外基金