Clinical and Genetic Analysis of Retinopathy of Prematurity
Clinical and Genetic Analysis of Retinopathy of Prematurity
批准号:
8144767
负责人:
MICHAEL F. CHIANG
金额:
$68.86万
依托单位国家:
美国
项目类别:
财政年份:
2010
资助国家:
美国
项目状态:
已结题
起止时间:
2010-09-30 至 2015-05-31
关键词:
AddressAlgorithmsBiomedical ResearchBlindnessBlood VesselsChildhoodClinicalClinical DataClinical MedicineComputersDNADataDevelopmentDiseaseDisease susceptibilityElectronic Health RecordEnvironmental ExposureEnvironmental Risk FactorFutureGeneticGenetic MarkersGenetic MaterialsGenomicsGenotypeGoalsHealthHealthcareImageImage AnalysisImaging DeviceInfantInformaticsInformation ManagementJudgmentKnowledgeLongitudinal StudiesMeasurementMethodsModelingMolecular GeneticsOnline SystemsOphthalmologyOutcomeOxygenPathogenesisPhenotypePredispositionPremature BirthPremature InfantPremature Infant DiseasesRecording of previous eventsRecruitment ActivityResearchResearch PersonnelResearch Project GrantsRetinalRetinopathy of PrematurityRiskRisk FactorsSystemTestingUnited StatesVisualWorkangiogenesisbasebioimagingbiomedical informaticscohortdata managementdisorder riskgenetic analysishigh riskimprovedneovascularneovascularizationprototypetrait
中文摘要
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英文摘要
The long-term goal of this project is to identify clinical and genetic features of retinopathy
of prematurity (ROP) development, and to analyze their relationships. Although
biomedical research data are being generated at an enormous pace, much less work
has been done to integrate disparate scientific findings across the spectrum from
genomics to imaging to clinical medicine. Our overall hypotheses are that genetic
factors are involved in the initiation and modulation of ROP pathogenesis, and that there
are etiological relationships among clinical, imaging, and genetic findings in ROP.
These hypotheses will be tested using two sequential Specific Aims: (1) Recruit,
phenotype, and collect genetic material from a cohort of over 1460 premature infants at-
risk for ROP from 7 study centers. Data will be stored in a web-based data management
system that will be developed for this project. Demographic and clinical features from
three serial ophthalmoscopic examinations will be ascertained fully, and serial wide-
angle images will be captured. DNA will be isolated and prepared for genotyping. (2)
Quantify retinal vascular features using computer-based image analysis, and analyze
relationships between clinical and image findings in ROP. Models for integrating the
effects of quantitative image traits, clinical features, and environmental risk factors on
ROP susceptibility will be estimated. Genotyping, genetic analysis, recruitment of
additional subjects as needed, and modeling of clinical and genetic traits will be pursued
during competitive renewal of this project. Ultimately, these studies should improve
understanding of neovascularization in ROP and related ocular diseases, and of normal
vascular development in infants. In addition, this work should demonstrate a prototype
for health information management which combines genotypic and phenotypic data.
This project will be performed by a multi-disciplinary team of collaborative investigators
with expertise in clinical ophthalmology, biomedical informatics, genetic analysis, and
statistical genetics.
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Automated retinopathy of prematurity classification using machine learning
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批准号:8445584
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项目类别:
-
资助金额:$28.35万
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财政年份:2013
-
负责人:MICHAEL F. CHIANG
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依托单位:
Translational Vision Science Research at Oregon Health & Science University
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批准号:8889686
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项目类别:
-
资助金额:$19.31万
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财政年份:2013
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负责人:MICHAEL F. CHIANG
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依托单位:
Translational Vision Science Research at Oregon Health & Science University
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批准号:8475374
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项目类别:
-
资助金额:$19.74万
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财政年份:2013
-
负责人:MICHAEL F. CHIANG
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依托单位:
Automated retinopathy of prematurity classification using machine learning
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批准号:8723225
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项目类别:
-
资助金额:$19.89万
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财政年份:2013
-
负责人:MICHAEL F. CHIANG
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依托单位:
Translational Vision Science Research at Oregon Health & Science University
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批准号:9084583
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项目类别:
-
资助金额:$15.28万
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财政年份:2013
-
负责人:MICHAEL F. CHIANG
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依托单位:
Clinical and Genetic Analysis of Retinopathy of Prematurity
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批准号:8258001
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项目类别:
-
资助金额:$73.28万
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财政年份:2010
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负责人:MICHAEL F. CHIANG
-
依托单位:
Clinical and Genetic Analysis of Retinopathy of Prematurity
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批准号:7988505
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项目类别:
-
资助金额:$87.33万
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财政年份:2010
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负责人:MICHAEL F. CHIANG
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依托单位:
Clinical and genetic analysis of retinopathy of prematurity
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批准号:9301528
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项目类别:
-
资助金额:$66.23万
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财政年份:2010
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负责人:MICHAEL F. CHIANG
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依托单位:
Telemedical Diagnosis of Retinopathy of Prematurity
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批准号:6611864
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项目类别:
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资助金额:$23.29万
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财政年份:2003
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负责人:MICHAEL F. CHIANG
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依托单位:
Telemedical Diagnosis of Retinopathy of Prematurity
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批准号:7101754
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项目类别:
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资助金额:$23.69万
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财政年份:2003
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负责人:MICHAEL F. CHIANG
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依托单位:
Telemedical Diagnosis of Retinopathy of Prematurity
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批准号:6927798
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项目类别:
-
资助金额:$22.62万
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财政年份:2003
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负责人:MICHAEL F. CHIANG
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依托单位:
Telemedical Diagnosis of Retinopathy of Prematurity
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批准号:6805323
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项目类别:
-
资助金额:$23.15万
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财政年份:2003
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负责人:MICHAEL F. CHIANG
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依托单位:
海外基金