Quantitative Biomarkers of T1D Peripheral Neuropathy using Functional Imaging
Quantitative Biomarkers of T1D Peripheral Neuropathy using Functional Imaging
批准号:
9356498
负责人:
MARK R BURGE
金额:
$68.46万
依托单位国家:
美国
项目类别:
财政年份:
2015
资助国家:
美国
项目状态:
已结题
起止时间:
2015-07-01 至 2019-05-31
关键词:
AffectAgeAge-YearsAmericanAmputationApplications GrantsBiological MarkersBlood flowCharacteristicsClassificationClinicClinicalClinical TrialsComplications of Diabetes MellitusDataData AnalysesDatabasesDetectionDevelopmentDevicesDiabetes MellitusDiabetic FootDiabetic RetinopathyDiagnosisDiagnostic ProcedureDiseaseEarly DiagnosisEnrollmentEnvironmentFoot UlcerFunctional ImagingGoldHeart DiseasesImageInsulin-Dependent Diabetes MellitusInterventionKidney DiseasesLegal patentLower ExtremityMasksMeasuresMedicineMethodologyModelingMonitorNerveNeural ConductionNeurologistNeuronsNeuropathyPatientsPatternPerformancePeripheral Nervous System DiseasesPhasePhysical ExaminationPhysiciansPhysiologic ThermoregulationPrimary Health CarePrincipal Component AnalysisProcessPublic HealthRecoveryRegulationReportingResearch PersonnelRiskSamplingSensitivity and SpecificitySensorySeveritiesSignal TransductionSkinStatistical Data InterpretationSurfaceSymptomsTechniquesTestingTimeValidationbasecandidate markercohortcostcost effectivediabeticdiabetic patientdiagnosis standarddisease diagnosisearly detection biomarkersergonomicsfootimaging systemindependent component analysisoptical imagingprimary care settingprototyperesearch studyscreeningspatiotemporalspecific biomarkers
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Summary
The objective of this project is to validate the i-RxTherm™, VisionQuest’s patented functional
thermal imaging system that produces biomarkers for early detection of diabetic peripheral
neuropathy (DPN). This device is based on the principle that changes in microvascular function
are correlated to quantifiable changes in nerve function as expressed in measureable
microvascular changes.
Diabetes affects an estimated 415 million people worldwide, including more than 29 million
Americans. Diabetic patients are at risk for a wide array of complications, including heart disease,
kidney disease (nephropathy), ocular diseases (diabetic retinopathy), and diabetic foot
(peripheral neuropathy). Fifteen percent of diabetics will develop a foot ulcer as a result of
peripheral neuropathy during their lifetime. Foot ulcers are the main cause (85%) of lower
extremity amputation in patients with diabetes.
In Phase I of this project VisionQuest developed and tested the i-RxTherm™. Phase I results
demonstrated that the i-RxTherm™ produced biomarkers to detects early signs of DPN. Our
results showed that the i-RxTherm™ can differentiate between normal controls and patients with
DPN with high sensitivity and specificity. Furthermore, we demonstrated that the i-RxTherm™
identified diabetics who were undiagnosed with DPN but who were later confirmed to show
early to moderate signs of DPN. In Phase II of this project, our objective is to validate these results
in a larger cohort of subjects, and to develop a low-cost clinical prototype that can be used in the
primary care setting.
There are three specific aims to be accomplished in this grant application. The first aim is to
identify and quantify specific biomarkers of levels of severity or stages of DPN. To achieve this
aim we will collect data from 136 subjects that will include normal controls and patients
diagnosed with DPN. The second aim is to collect data from 240 diabetics with previously
undiagnosed DPN and to demonstrate that our classification methodologies identify patients
with diabetes who present with early to moderate signs of DPN and who have not been
previously diagnosed for the disease. In the final aim, we will develop and test a low-cost version
of the i-RxTherm™ that can be used in the primary care setting. At the end of this project we will
have a fully validated device that will provide a more effective means of screening and early
detection of DPN.
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会议论文
Quantitative biomarkers of T1D peripheral neuropathy using functional imaging
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Quantitative Biomarkers of T1D Peripheral Neuropathy using Functional Imaging
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