Prognostic biomarkers for high-impact chronic pain: Development and validation
Prognostic biomarkers for high-impact chronic pain: Development and validation
批准号:
10157953
负责人:
SEAN C MACKEY
金额:
$725.54万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-09-30 至 2024-08-31
关键词:
AccelerometerAdultAffectAmericanAnxietyArea Under CurveBehavioralBiologicalBiological MarkersBiologyChronicClinicalClinical TrialsComputer AnalysisDataData SetDemographic FactorsDevelopmentDiagnosticDimensionsEnrollmentFunctional disorderFutureGoalsImmuneIndividualInterdisciplinary StudyLinkMachine LearningMeasuresModalityModelingMusculoskeletalNeuraxisOutcomePainPain interferencePain managementPatientsPhasePopulationPreventive treatmentPrognostic MarkerPublic HealthPublishingRecoveryRefractoryRiskRisk stratificationSample SizeSelf CareSensorySeveritiesSleepSocial isolationSocietiesStructureSubgroupValidationWorkactigraphyanalysis pipelinebasebiopsychosocialcandidate markerchronic musculoskeletal painchronic painchronic pain patientcohortconditioned pain modulationcostdiagnostic biomarkerexperienceindividualized medicineinsightlarge datasetsmachine learning algorithmmicrobiomemultidisciplinarymultimodalitymultiple omicsneuroimagingnew therapeutic targetnovel markeropioid use disorderpatient stratificationpredictive modelingprescription opioidprognosticprognostic signatureprognostic valuepsychosocialrecruitsocialtreatment strategytreatment stratification
中文摘要
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英文摘要
PROJECT SUMMARY
Chronic pain represents a public health crisis that affects more than 100 million Americans and costs over
$500 billion dollars annually. Chronic musculoskeletal pain conditions comprise 70-80% of all chronic pain. An
estimated 8% of US adults suffer from high-impact chronic pain, or pain associated with substantially restricted
work, social, and self-care activities for six or more months. Chronic pain—and high-impact chronic pain in
particular—is often treated with prescription opioids and is linked to opioid-use disorder. Multidisciplinary
chronic pain treatments show incomplete recovery at the population level. However, subgroups of individuals
completely respond, do not change, or even worsen following pain management. Thus, robust and validated
diagnostic and prognostic biomarkers are needed to identify those with high-impact chronic pain and determine
the trajectory of outcome (i.e., recovery versus persistence), respectively. Therefore, our overall goal is to
discover and validate diagnostic and prognostic biomarkers for musculoskeletal high-impact chronic pain. This
goal will require comprehensive, multidimensional assessments with an integrated dataset and a sophisticated
computational analysis pipeline to yield reliable and validated diagnostic and prognostic biomarkers. To this
end, we have assembled an interdisciplinary research and clinical team to implement the HEAL initiative. The
goal of this initiative is to elucidate diagnostic and prognostic biomarker signatures of chronic pain by
integrating CNS, multiomic, sensory, functional, psychosocial, and demographic domains. We will achieve this
goal through two specific aims: (1) develop diagnostic and prognostic markers of musculoskeletal high-impact
chronic pain following multidisciplinary pain treatment (R61 Discovery Phase) and (2) analytically validate the
multimodal signatures developed in the first aim (R33 Validation Phase). This proposal will yield valid and
clinically useful diagnostic and prognostic biomarker signatures to facilitate risk and treatment stratification in
patients with musculoskeletal chronic pain. Such biomarkers are essential to develop safer, more effective
patient-specific treatment strategies, particularly for those who are refractory to current pain management
options. We will also identify potentially modifiable biological and behavioral factors that can change the course
of the pain trajectory and thereby reduce the impact of chronic pain on the individual and society as a whole.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Mentoring in Discovery and Validation of Clinical Chronic Pain Biomarkers
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批准号:10429456
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项目类别:
-
资助金额:$32.4万
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财政年份:2021
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负责人:SEAN C MACKEY
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依托单位:
Interdisciplinary Research Training in Pain and Substance Use Disorders
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批准号:9395540
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项目类别:
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资助金额:$0.0万
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财政年份:2016
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负责人:SEAN C MACKEY
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依托单位:
Interdisciplinary Research Training in Pain and Substance Use Disorders
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批准号:8475045
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项目类别:
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资助金额:$35.71万
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财政年份:2013
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负责人:SEAN C MACKEY
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依托单位:
Interdisciplinary Research Training in Pain and/or Substance Use Disorders
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批准号:10398886
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项目类别:
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资助金额:$54.38万
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财政年份:2013
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负责人:SEAN C MACKEY
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依托单位:
Interdisciplinary Research Training in Pain and Substance Use Disorders
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批准号:9068472
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项目类别:
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资助金额:$0.54万
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财政年份:2013
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负责人:SEAN C MACKEY
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依托单位:
Interdisciplinary Research Training in Pain and Substance Use Disorders
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批准号:8874185
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项目类别:
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资助金额:$44.8万
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财政年份:2013
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负责人:SEAN C MACKEY
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依托单位:
Interdisciplinary Research Training in Pain and Substance Use Disorders
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批准号:8654329
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项目类别:
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资助金额:$36.21万
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财政年份:2013
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负责人:SEAN C MACKEY
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依托单位:
Interdisciplinary Research Training in Pain and Substance Use Disorders
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批准号:8879318
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项目类别:
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资助金额:$10.77万
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财政年份:2013
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负责人:SEAN C MACKEY
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依托单位:
Interdisciplinary Research Training in Pain and Substance Use Disorders
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批准号:9282703
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项目类别:
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资助金额:$43.54万
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财政年份:2013
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负责人:SEAN C MACKEY
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依托单位:
Administrative Core/S.Mackey
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批准号:8138741
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项目类别:
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资助金额:$13.14万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
Stanford CAM Center for Chronic Back Pain
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批准号:8326629
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项目类别:
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资助金额:$178.2万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
Neural Mechanisms Underlying MBSR and CBT in Patients/J.Gross
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批准号:8138737
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项目类别:
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资助金额:$29.37万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
Control of Brain Activity and Chronic Back Pain via Real Time/S.Mackey
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批准号:8138735
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项目类别:
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资助金额:$43.16万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
Central Mechanisms of Acupuncture in the Treatment of Chronic /R.Manber/J.Kong
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批准号:8138739
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项目类别:
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资助金额:$12.79万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
Stanford CAM Center for Chronic Back Pain
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批准号:8327503
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项目类别:
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资助金额:$44.99万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
FUNCTIONAL CONNECTIVITY IN PATIENTS WITH CHRONIC NEUROPATHIC PAIN
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批准号:8362903
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项目类别:
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资助金额:$1.3万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
Stanford CAM Center for Chronic Back Pain
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批准号:8934634
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项目类别:
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资助金额:$9.51万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
Stanford CAM Center for Chronic Back Pain
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批准号:8130340
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项目类别:
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资助金额:$180.0万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
Stanford CAM Center for Chronic Back Pain
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批准号:8605788
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项目类别:
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资助金额:$9.96万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
Stanford CAM Center for Chronic Back Pain
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批准号:8496503
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项目类别:
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资助金额:$193.74万
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财政年份:2011
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负责人:SEAN C MACKEY
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依托单位:
海外基金