Diabetic Retinopathy: Genetics and Neurodegeneration (MSN246458)
Diabetic Retinopathy: Genetics and Neurodegeneration (MSN246458)
批准号:
10618357
负责人:
Roomasa Channa
金额:
$24.88万
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:
未结题
起止时间:
2020-07-01 至 2025-04-30
关键词:
AddressAdultAffectAlgorithmic AnalysisAmericanAppearanceArtificial IntelligenceBioinformaticsBlindnessBlood VesselsClinicalClinical ManagementClinical ResearchClinical TrialsComputational algorithmDataData AnalysesData SetDevelopmentDevelopment PlansDiabetes MellitusDiabetic RetinopathyDiseaseDisease PathwayEnvironmentFamilyFundusFutureGanglion Cell LayerGenesGeneticGenetic Predisposition to DiseaseGenomicsGoalsHyperglycemiaImageImage AnalysisInstitutionInterventionK-Series Research Career ProgramsKnowledgeMeasurementMedical centerMentorsMentorshipMethodsMolecularNerve DegenerationNerve FibersOptical Coherence TomographyOutcomeParticipantPathway interactionsPatientsPersonsPhenotypePredispositionPrevalencePreventionProcessPublicationsRegression AnalysisReportingResearchRetinaRetinal DiseasesRetinal Ganglion CellsRisk FactorsRoleSample SizeScanningScientistSpecialistTechniquesTestingThickTimeTrainingTranslatingTranslational ResearchVascular Endothelial Growth FactorsVisionVisualWorkagedbiobankcareer developmentclinical practicecohortcollaborative environmentdiabetes managementdiabeticdisabilityexperiencefiber cellgenetic risk factorgenome wide association studygenomic dataillness lengthimaging modalityimprovedlarge datasetsmacular edemanerve damagenovelnovel therapeuticspopulation basedpreventracial populationretinal imagingscreeningskillsstandard of care
中文摘要
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英文摘要
PROJECT SUMMARY/ABSTRACT
Diabetes mellitus (DM) is the leading cause of vision loss among working aged adults. Its prevalence is
increasing and despite the strides in knowledge and treatments, our understanding of the pathways leading to
vision loss in DM remains limited. Hyperglycemia and duration of DM contribute to but do not fully explain the
predisposition to develop diabetic retinal diseases. Given the predisposition for diabetic retinal diseases to
cluster in families, genetic risk factors are thought to be important but none has so far been definitively
implicated. Furthermore, data from small studies suggest that there are more phenotypes of diabetic retinal
disease than are currently recognized in clinical practice. Diabetic retinal disease has traditionally been
considered primarily a vascular process: diabetic retinopathy (DR) and diabetic macular edema (DME) are the
main clinical manifestations. With improved imaging modalities and image analysis algorithms, there has been
increasing recognition of a new clinical manifestation of diabetic retinal disease, diabetic retinal
neurodegeneration (DRN). This is visible as alterations in thickness of retinal nerve fiber (RNFL) and/or
ganglion cell layer (GCL) on optical coherence tomography (OCT) images. To date, DRN is poorly understood,
and its role in clinical management of patients with DM has not been established. However, if retinal
neurodegeneration occurs and is progressive, it can lead to profound visual difficulties for patients with DM.
DRN may account for previously unexplained poor visual outcomes among patients with diabetic retinal
disease despite standard of care treatment. Dr. Channa is a retina specialist, with prior research experience in
retinal imaging and clinical trials of novel treatments for DME. In this K23 career development award she
proposes to use a nationally representative dataset, the UK Biobank cohort to: 1) improve our understanding of
DRN by determining RNFL and GCL thickness, using OCT imaging, in participants with DM (who have no DR
or DME) compared to those who do not have DM 2) determine genetic factors associated with DR, DME and
DRN. Dr. Channa proposes a career development plan, which includes mentorship, coursework, publications
and clinical time. This will situate her as an independent clinician-scientist with expertise in translational
research employing bioinformatics and computational skills in genomics and retinal image analysis to elucidate
pathways of vision loss among patients with DM, ultimately leading to development of novel therapies. Her
research work and career development will take place in the academic and collaborative environment of the
largest medical center in the world, where she has institutional support and mentorship to develop as an
independent clinician-scientist.
期刊论文(7)
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Assessment of Trained Image Grader Performance in Screening for Retinopathy Among Youth With Diabetes.
训练有素的图像分级机在青少年糖尿病视网膜病变筛查中的表现评估。
DOI:
10.1177/19322968221120240
发表时间:
2022
期刊:
Journal of diabetes science and technology
影响因子:
5
作者:
[Zhou,Philip, Eltemsah,Loaah, Bahrainian,Mozhdeh, Prichett,Laura, Liu,TYAlvin, Wolf,RisaM, Channa,Roomasa]
通讯作者:
Channa,Roomasa
DOI:
10.1016/j.xops.2023.100420
发表时间:
2024-05
期刊:
OPHTHALMOLOGY SCIENCE
影响因子:
--
作者:
[Channa, Roomasa, Wolf, Risa M., Simo, Rafael, Brigell, Mitchell, Fort, Patrice, Curcio, Christine, Lynch, Stephanie, Verbraak, Frank, Abramoff, Michael D.]
通讯作者:
Abramoff, Michael D.
Autonomous Artificial Intelligence Increases Access and Health Equity in Underserved Populations with Diabetes.
自主人工智能增加了服务不足的糖尿病人群的可及性和健康公平性。
DOI:
10.21203/rs.3.rs-3979992/v1
发表时间:
2024
期刊:
Research square
影响因子:
--
作者:
[Liu,TYAlvin, Huang,Jane, Channa,Roomasa, Wolf,Risa, Dong,Yiwen, Liang,Mavis, Wang,Jiangxia, Abramoff,Michael]
通讯作者:
Abramoff,Michael
DOI:
10.2337/cd23-0019
发表时间:
2024
期刊:
Clinical diabetes : a publication of the American Diabetes Association
影响因子:
--
作者:
[]
通讯作者:
DOI:
10.1136/bjophthalmol-2021-319853
发表时间:
2023-05
期刊:
BRITISH JOURNAL OF OPHTHALMOLOGY
影响因子:
4.1
作者:
[Zafar, Sidra, Staggers, Kristen A., Gao, Jie, Liu, Yao, Patel, Praveen J., Foster, Paul J., Frankfort, Benjamin J., Abramoff, Michael, Minard, Charles G., Warwick, Alasdair, Khawaja, Anthony P., Channa, Roomasa]
通讯作者:
Channa, Roomasa
共 7 条
Diabetic Retinopathy: Genetics and Neurodegeneration (MSN246458)
-
批准号:10474525
-
项目类别:
-
资助金额:$24.88万
-
财政年份:2020
-
负责人:Roomasa Channa
-
依托单位:
Diabetic Retinopathy: Genetics and Neurodegeneration (MSN246458)
-
批准号:10320692
-
项目类别:
-
资助金额:$24.88万
-
财政年份:2020
-
负责人:Roomasa Channa
-
依托单位:
海外基金