Sensory Amplifications as Biomarkers of Migraine Progression
Sensory Amplifications as Biomarkers of Migraine Progression
批准号:
10578609
负责人:
Kevin Christopher Brennan
金额:
$75.01万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-04-15 至 2026-03-31
关键词:
AccountingAffectAreaAuditoryAurasBiological MarkersBrazilCaringChronicClinicalClinical TrialsDataDevelopmentDiagnosisDiseaseDisease ProgressionDisease remissionDistressEsthesiaEvaluationFrequenciesFundingGoalsHeadacheIndividualInterviewMachine LearningMeasuresMigraineModalityModelingNauseaNeurologicPainPatientsPerceptionPerformancePharmaceutical PreparationsPhasePhenotypePhonophobiasPhotophobiaPhysiologicalPhysiologyPopulationPreventive measurePrognosisPsychophysicsQuestionnairesROC CurveReportingResearchRiskRisk FactorsSelection for TreatmentsSensorySeverity of illnessSiteSmell PerceptionSocietiesStatistical MethodsStatistical ModelsSymptomsTestingValidationVertigoVisualWorkallodyniabiomarker validationcandidate markerclinical riskcohortcomorbiditycostdisabilitydisease prognosisimprovedinstrumentmachine learning methodmodel developmentmultimodalitymultisensorynervous system disordernovelnovel markeropioid epidemicopioid overusepredictive markerpredictive modelingpreventpreventive interventionprognosticprognostic modelprognostic toolprognosticationresponsesensory inputsextool
中文摘要
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英文摘要
PROJECT SUMMARY/ABSTRACT
Migraine affects an estimated 12-15% of the world population. Chronic migraine, which completely disrupts the
lives of sufferers, affects close to 3% and accounts for the vast majority of the disability and cost of the disorder.
It also contributes to the epidemic of opioid overuse that has been a major impediment to pain care in the past
20 years. One of the highest priorities in migraine research is to understand the progression from episodic to
chronic migraine, so it can be prevented. Current clinical criteria are useful for diagnosing episodic and chronic
migraine, but they have not necessarily been predictive of progression, and thus are not helpful in identifying
subjects at risk.This proposal aims to discover and validate biomarkers of migraine progression.
Our key hypothesis is that the sensory amplifications that characterize migraine – photophobia, phonophobia,
allodynia, and others – constitute psychophysical and physiological biomarkers, and that they will better predict
migraine progression than the current clinically-based gold standard. Our group has shown that different
individual sensory amplifications scale with disease severity; our preliminary data shows that their sensitivity is
amplified when they are combined. We also propose that though psychophysical/physiological biomarkers are
conceptually novel, they are also practical in the clinical setting and indeed consistent with routine neurological
evaluation. Our group’s expertise spans the full range of sensory amplifications in migraine and importantly
incorporates expertise in developing and validating practical instruments for migraine research and clinical use.
The R61 Phase (3 years; 300 high frequency episodic migraineurs followed longitudinally; Aims 1 and 2) will
deploy a multimodal, multilevel assessment of sensory amplifications with the goal of identifying the most
sensitive measures for prognostication. Aim 1 will provide performance parameters of sensory amplifications as
biomarkers of migraine progression. Aim 2 will develop a tool (predictive model) for prognosticating disease
progression. This predictive model will explicitly consider sex, aura, and medication use/overuse, as these
variables are also well-known to contribute to both sensory amplifications and chronification. Milestones for
transition from R61 to R33 will include successful development of a refined battery of sensory tests for formal
validation as biomarkers in the R33 Phase. If milestones are met, the R33 Phase (2 years; 100 subjects each in
US and Brazil; Aim 3) will validate the refined battery, with the goal of providing optimized tools for use in clinical
trials. Thus, Aim 3 will confirm (or refute) the prognostic predictive utility of the model identified in the R61 Phase
in two different populations.
If successful, this work will deliver the first ever validated prognostic tools to be used in migraine. Their purpose
will be to help prevent the progression of episodic to chronic migraine, reduce the attendant opioid overuse that
this progression often brings, and ultimately mitigate the overwhelming burden of chronic migraine on patients
and society.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
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批准号:10159985
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Sensory plasticity in migraine
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批准号:8615386
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资助金额:$32.59万
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财政年份:2013
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依托单位:
Sensory plasticity in migraine
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批准号:9315949
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资助金额:$32.59万
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财政年份:2013
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Sensory plasticity in migraine
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批准号:8914056
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资助金额:$32.59万
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Tools for migraine drug development
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批准号:8638730
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资助金额:$22.35万
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依托单位:
Tools for migraine drug development
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批准号:8723319
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项目类别:
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资助金额:$18.44万
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财政年份:2013
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负责人:Kevin Christopher Brennan
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依托单位:
Sensory plasticity in migraine
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批准号:8742020
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项目类别:
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资助金额:$32.27万
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财政年份:2013
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依托单位:
Investigating the basic mechanisms linking migraine and stroke
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批准号:8147893
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项目类别:
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资助金额:$22.43万
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财政年份:2010
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负责人:Kevin Christopher Brennan
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依托单位:
Investigating the basic mechanisms linking migraine and stroke
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批准号:8016633
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项目类别:
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资助金额:$18.31万
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财政年份:2010
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负责人:Kevin Christopher Brennan
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依托单位:
Sex differences in the basic pathophysiology of migraine
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批准号:8152131
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项目类别:
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财政年份:2007
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负责人:Kevin Christopher Brennan
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依托单位:
Sex differences in the basic pathophysiology of migraine
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批准号:7501946
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项目类别:
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资助金额:$17.24万
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财政年份:2007
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负责人:Kevin Christopher Brennan
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依托单位:
Sex differences in the basic pathophysiology of migraine
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批准号:7923751
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项目类别:
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资助金额:$17.24万
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财政年份:2007
-
负责人:Kevin Christopher Brennan
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依托单位:
Sex differences in the basic pathophysiology of migraine
-
批准号:7385353
-
项目类别:
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资助金额:$16.96万
-
财政年份:2007
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负责人:Kevin Christopher Brennan
-
依托单位:
Sex differences in the basic pathophysiology of migraine
-
批准号:7686127
-
项目类别:
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资助金额:$17.24万
-
财政年份:2007
-
负责人:Kevin Christopher Brennan
-
依托单位:
海外基金