miR-92a as a biomarker of diabetic retinopathy
miR-92a as a biomarker of diabetic retinopathy
批准号:
10677876
负责人:
Ashay D Bhatwadekar
金额:
$52.93万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-09-30 至 2026-07-31
关键词:
Animal ModelBackground Diabetic RetinopathyBiological MarkersBiological ModelsBiometryBlindnessBlood VesselsBlood capillariesBone MarrowBone Marrow CellsCD14 geneCD34 geneCell physiologyCellsChimera organismCirculationClinicalDataDefectDevelopmentDiabetes MellitusDiabetic RetinopathyDiagnosisElectroretinographyEndothelial CellsEndotheliumExhibitsFlow CytometryFoundationsFutureGenomicsGoalsGrantHealthHealthcareHumanITGA5 geneImpairmentIndividualInflammationInflammatoryInflammatory ResponseInjuryInterleukin-1 betaLesionLongitudinal StudiesMachine LearningMapsMessenger RNAMicroRNAsModelingMusNon-Insulin-Dependent Diabetes MellitusPathologicPathologyPatientsPeripheralPersonsPhenotypePrognosisProliferatingProto-Oncogene Protein c-kitRNAReporterResearchResearch DesignRetinaRetinal DiseasesRodentRodent ModelRoleSamplingSeriesSeveritiesSolidSurfaceSystemSystems BiologyTestingToll-like receptorsUp-RegulationValidity of ResultsVascular DiseasesVisual impairmentautocrinebiomarker discoverycandidate markercohortdb/db mousediabeticdiagnostic tooldifferential expressionendothelial repairfeature selectionimprovedinflammatory markerinsightmachine learning modelmigrationnon-diabeticnovel markeroverexpressionparacrinepotential biomarkerpredictive toolsprognostic algorithmproliferative diabetic retinopathyrepairedreparative capacityretinal damagestandard of caretranscriptome sequencingtranscriptomicsvascular injury
中文摘要
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英文摘要
Diabetic retinopathy (DR) is a global problem due to an alarming increase in the number of individuals with
diabetes. The lack of an early diagnostic tool predicting retinal vascular health is a critical barrier to progress. To
this end, we have identified circulating angiogenic cells (CACs) as ideal reporter cells, which are most receptive
to changes of diabetic milieu and retinopathy. Our preliminary studies suggest that CACs map a distinct RNA
signature. We also found that a miRNA, miR-92a, is downregulated explicitly in CACs with DR, and its
overexpression in CACs of people with diabetes decreased pro-inflammatory markers, such as IL-1β and CD14,
emphasizing the importance of CACs for biomarker discovery of retinal vascular health. Our preliminary studies
using machine learning models could accurately predict DR providing us a stronger rationale for developing this
paradigm for our robust study design. Furthermore, using rodent models, we found a decrease in miR-92a in
lineage-Sca1+c-kit+ (LSK; mouse equivalent of CACs) parallels with an increase in acellular capillaries, and miR-
92a inhibition in LSKs triggered a stronger inflammatory response. Therefore, this proposal's overarching goal
is to study RNA (miRNA and mRNA) and inflammatory signature using a robust sequencing paradigm and
differential modeling in individuals with different severities of DR and animal models to gain insights into retinal
vascular health. Our central hypothesis is that RNA signature in CACs mirror DR severity, and miR-92a
decrease within CACs serves as a candidate biomarker. We propose the following specific aims to test our
hypothesis: Aim 1: To assess changes in RNA levels in CACs of patients with different severity of DR and
validate miR-92a as a candidate biomarker. Aim 2: Determine whether the miR-92a loss in bone marrow cells
is associated with the development of DR in rodents. We anticipate that our proposed studies will identify specific
mRNA and miRNA changes of DR severity and validate miR-92a as a novel biomarker for retinal vascular health.
Overall, our studies will help improve the standard of care of DR individuals by aiding in diagnosis, prognosis
and providing mechanistic insights for future therapies.
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miR-92a as a biomarker of diabetic retinopathy
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批准号:10477379
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项目类别:
-
资助金额:$50.43万
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财政年份:2021
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负责人:Ashay D Bhatwadekar
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依托单位:
miR-92a as a biomarker of diabetic retinopathy
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批准号:10297984
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项目类别:
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资助金额:$47.2万
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财政年份:2021
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负责人:Ashay D Bhatwadekar
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依托单位:
Short-Term Training in Ophthalmology Research for Medical Students
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批准号:10615001
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项目类别:
-
资助金额:$4.46万
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财政年份:2020
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负责人:Ashay D Bhatwadekar
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依托单位:
Circadian Rhythms in Müller Cell Dysfunction
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批准号:10186751
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项目类别:
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资助金额:$38.19万
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财政年份:2017
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负责人:Ashay D Bhatwadekar
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依托单位:
Retinal dysfunction in Alzheimer's disease mouse models
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批准号:10289116
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项目类别:
-
资助金额:$39.63万
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财政年份:2017
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负责人:Ashay D Bhatwadekar
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依托单位:
海外基金