grant

miR-92a as a biomarker of diabetic retinopathy

Organization INDIANA UNIVERSITY INDIANAPOLISLocation INDIANAPOLIS, UNITED STATESPosted 30 Sept 2021Deadline 31 Jul 2027
NIHUS FederalResearch GrantFY2025Adult-Onset Diabetes MellitusAnimal ModelAnimal Models and Related StudiesAutocrine SystemsBackground Diabetic RetinopathyBeta Proprotein Interleukin 1Biologic ModelsBiological MarkersBiological ModelsBiometricsBiometryBiostatisticsBlindnessBlood VesselsBlood capillariesBone MarrowBone Marrow Blood-Deriving CellBone Marrow Blood-Forming CellBone Marrow CellsBone Marrow Reticuloendothelial SystemC-KIT GeneCD117CD117 AntigensCD14CD14 geneCD34CD34 geneCD49e AntigensCell BodyCell FunctionCell PhysiologyCell ProcessCellsCellular FunctionCellular PhysiologyCellular ProcessChimeraChimera organismCirculationClinicalDataDefectDevelopmentDiabetes MellitusDiabetic RetinopathyDiagnosisDiminished VisionElectroretinographyEndothelial CellsEndotheliumExhibitsFNRAFibronectin Receptor Alpha SubunitFlow CytofluorometriesFlow CytofluorometryFlow CytometryFlow MicrofluorimetryFlow MicrofluorometryFoundationsFutureGenomicsGoalsGrantHPCA1HealthHealth CareHumanIL-1 betaIL-1 βIL-1-bIL-1βIL1-BetaIL1-βIL1B ProteinIL1F2IL1βITGA5ITGA5 geneImpairmentIndividualInflammationInflammatoryInflammatory ResponseInjuryIntegrin Alpha 5Integrin alpha5Integrin alphaFIntegrin α5Interleukin 1betaInterleukin-1 betaInterleukin-1βKetosis-Resistant Diabetes MellitusLesionLongitudinal StudiesLow VisionMachine LearningMapsMast Cell Growth Factor ReceptorMaturity-Onset Diabetes MellitusMessenger RNAMiceMice MammalsMicroRNAsModel SystemModelingModern ManMurineMusNIDDMNon-Insulin Dependent DiabetesNon-Insulin-Dependent Diabetes MellitusNon-Polyadenylated RNANon-Proliferative Diabetic RetinopathyNoninsulin Dependent DiabetesNoninsulin Dependent Diabetes MellitusPartial SightPathologicPathologyPatientsPeripheralPersonsPhenotypePlatelet Glycoprotein IcPreinterleukin 1 BetaPrognosisProliferatingProto-Oncogene Protein c-kitRNARNA Gene ProductsRNA SeqRNA sequencingRNAseqReduced VisionReporterResearchResearch DesignRetinaRetinal DiseasesRetinal DisorderRibonucleic AcidRodentRodent ModelRodentiaRodents MammalsRoleSCF ReceptorSCF Receptor GeneSCFRSamplingSeriesSeveritiesSlow-Onset Diabetes MellitusSolidStable Diabetes MellitusStem Cell Factor ReceptorStem Cell Factor Receptor GeneStudy TypeSubcellular ProcessSubnormal VisionSurfaceSystemSystems BiologyT2 DMT2DT2DMTLR proteinTestingToll-Like Receptor Family GeneToll-like receptorsType 2 Diabetes MellitusType 2 diabetesType II Diabetes MellitusType II diabetesUpregulationVLA-5 alpha ChainVLA5AValidity of ResultsVascular DiseasesVascular DisorderVisual impairmentadult onset diabetesalpha(5) Integrinautocrinebio-markersbiologic markerbiomarkerbiomarker discoveryblood vessel disorderc kitc-kit Proteinc-kit Receptorcandidate biomarkercandidate markercapillarychimerascohortdamage to retinadb/db mousedevelopmentaldiabetesdiabeticdiagnostic tooldifferential expressiondifferentially expressedelectroretinogramendothelial repairfeature selectionflow cytophotometryimprovedinflammation markerinflammatory markerinjuriesinjury to the vasculatureinsightketosis resistant diabeteskit Proto-Oncogene Proteinlong-term studylongitudinal outcome studiesmRNAmachine based learningmachine learning based modelmachine learning modelmaturity onset diabetesmiRNAmigrationmodel of animalnew markernon-diabeticnondiabeticnovel biomarkernovel markeroverexpressoverexpressionp145(c-kit)p145c-kitparacrinepotential biological markerpotential biomarkerpredictive toolsprognostic algorithmproliferative diabetic retinopathyrepairrepairedreparative abilityreparative capacityreparative potentialretina diseaseretina disorderretinal damageretinopathysocial rolestandard of carestudy designtranscriptional differencestranscriptome sequencingtranscriptomic sequencingtranscriptomicstype 2 DMtype II DMtype two diabetesvascularvascular dysfunctionvascular injuryvasculopathyvision impairmentvision lossvisual lossvisually impaired
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Full Description

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.

Grant Number: 5R01EY032080-05
NIH Institute/Center: NIH

Principal Investigator: Ashay Bhatwadekar

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