Genomic Analysis of Tissue and Cellular Heterogeneity in IPF
Genomic Analysis of Tissue and Cellular Heterogeneity in IPF
批准号:
8876175
负责人:
PANAGIOTIS V BENOS
金额:
$81.83万
依托单位:
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:
2015-08-14 至 2019-05-31
关键词:
AddressAffectAlveolarAlveolar CellAnimal ModelApoptosisBioinformaticsBiologyCell LineCellsCellular biologyCharacteristicsChronicCoagulation ProcessComputational BiologyComputing MethodologiesDNADNA MethylationDataData AnalysesDatabasesDevelopmentDiseaseEpithelial CellsEventExhibitsExtracellular MatrixFibroblastsFibrosisGenerationsGenomic approachGenomicsGlobal ChangeGrantHamman-Rich syndromeHereditary DiseaseHeterogeneityHistologicHumanHyperplasiaImageImmunohistochemistryIn SituIn Situ HybridizationIn VitroLeadLightLungLung TransplantationLung diseasesMesenchymalMessenger RNAMethodologyMethodsMicroRNAsMicrodissectionModelingMolecularMolecular BiologyMolecular GeneticsMolecular ProfilingMorbidity - disease rateMusMyofibroblastOxidative StressPathologyPathway interactionsPatientsPatternPerformancePhenotypePopulationResearch PersonnelRoleSamplingSystemTechnologyTestingTherapeuticTherapeutic InterventionTissue SampleTissuesTransplantationValidationalveolar type II cellanalytical methodanalytical toolbasebisulfite sequencingcell injurycomputer sciencedata integrationdata miningdesigndigitaleffective therapyendoplasmic reticulum stressepigenomicsgenome-widehigh throughput screeninghuman diseaselaser capture microdissectionmicroCTmigrationmortalitynano-stringnext generation sequencingnovelnovel therapeutic interventionpublic health relevanceresearch studyresponsestatisticstherapy developmenttranscriptomicsweb based interfacewound
中文摘要
点击翻译按钮获取中文摘要
英文摘要
DESCRIPTION (provided by applicant): Idiopathic Pulmonary Fibrosis (IPF) is a chronic and progressive lung disease with significant morbidity and mortality. At present there is no effective
treatment other than lung transplantation. The IPF lung displays distinct patterns of mRNA and microRNA expression patterns and global changes in DNA methylation. Recent observations, mainly in animal models of lung fibrosis, suggest a role for aberrations in multiple pathways such as coagulation, apoptosis, oxidative stress, shifts in epithelial cell phenotypes, endoplasmic reticulum stress, and developmental pathways. The hypothesis underlying this grant is that the unique histopathologic features of IPF-temporal heterogeneity, alveolar cell hyperplasia, abundance of myofibroblast foci and aberrant remodeling-represent a molecular disease mechanism specific to IPF. Therefore, understanding the molecular networks that underlie these characteristics will lead to better understanding of IPF and eventually more rational, disease mechanism based therapeutic interventions. For this purpose we have assembled a multi-disciplinary team of experts in lung fibrosis, genomics, computational biology, computer science, cell and molecular biology, statistics, high-throughput screening and bioinformatics. The study will undertake the following specific aims: 1) Identification of the unique genomic and transcriptomics characteristics of histologically defined lung microenvironments. This aim will include generation of mRNA, microRNA and epigenomic profiles of histologically distinct, differentially affected regions of the lung using microCT guidd microdissection, next generation sequencing and laser capture microdissection-reduced representation bisulfite sequencing (LCM-RRBS). 2) Determination of the cellular contribution to the genomic and epigenomic changes in the IPF lung by a combination of LCM guided sampling of distinct cell populations in the IPF lung (myofibroblasts, hyperplastic epithelial cells), transcriptomic profiling of primary cells (alveolar type II and fibroblasts) isolated from patients
with and without IPF at baseline and in response to fibrosis relevant perturbations. Cellular signatures will be validated, localized and quantified in IPF lungs by quantitative immunohistochemistry and in-situ hybridization. 3) Generate a dynamic regulatory model of IPF based on genomic data and perform preliminary experimental validation of model predictions. This aim includes generation of an integrated IPF genomic and epigenomic data compendium, application of novel analytic approaches to identify key regulators and performance of preliminary validation of predictions by testing effect of perturbations of potential The data and
analyses will be incorporated into a simple, intuitive, web-based interface, IPFmap, that will allow investigators to interactively mine the data, use analytical tools, integrate their own data into these analyses, and provide seamless access to complementary databases enabling development of therapies.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
COPD SUBTYPES AND EARLY PREDICTION USING INTEGRATIVE PROBABILISTIC GRAPHICAL MODELS R01HL157879
-
批准号:10705838
-
项目类别:
-
资助金额:$70.53万
-
财政年份:2022
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
COPD SUBTYPES AND EARLY PREDICTION USING INTEGRATIVE PROBABILISTIC GRAPHICAL MODELS R01HL157879
-
批准号:10689580
-
项目类别:
-
资助金额:$72.36万
-
财政年份:2022
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Interpretable graphical models for large multi-modal COPD data (R01HL159805)
-
批准号:10689574
-
项目类别:
-
资助金额:$50.18万
-
财政年份:2021
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
COPD SUBTYPES AND EARLY PREDICTION USING INTEGRATIVE PROBABILISTIC GRAPHICAL MODELS
-
批准号:10206417
-
项目类别:
-
资助金额:$73.98万
-
财政年份:2021
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Interpretable graphical models for large multi-modal COPD data (R01HL159805)
-
批准号:10705824
-
项目类别:
-
资助金额:$47.25万
-
财政年份:2021
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Mapping Age-Related Changes in the Lung
-
批准号:10440882
-
项目类别:
-
资助金额:$55.9万
-
财政年份:2019
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Mapping Age-Related Changes in the Lung
-
批准号:10020437
-
项目类别:
-
资助金额:$62.6万
-
财政年份:2019
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Mapping Age-Related Changes in the Lung
-
批准号:10473606
-
项目类别:
-
资助金额:$54.32万
-
财政年份:2019
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Systems Biology of Diffusion Impairment in HIV
-
批准号:9753361
-
项目类别:
-
资助金额:$77.48万
-
财政年份:2018
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Systems Biology of Diffusion Impairment in HIV
-
批准号:10188612
-
项目类别:
-
资助金额:$77.39万
-
财政年份:2018
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Systems Level Causal Discovery in Heterogeneous TOPMed Data
-
批准号:9310591
-
项目类别:
-
资助金额:$60.79万
-
财政年份:2017
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Interpretable graphical models for large multi-modal COPD data
-
批准号:10301433
-
项目类别:
-
资助金额:$55.92万
-
财政年份:2015
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Genomic Analysis of Tissue and Cellular Heterogeneity in IPF
-
批准号:10818884
-
项目类别:
-
资助金额:$9.04万
-
财政年份:2015
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
INTEGRATIVE GRAPHICAL MODELS FOR LARGE MULTI-MODAL BIOMEDICAL DATA
-
批准号:9069093
-
项目类别:
-
资助金额:$32.54万
-
财政年份:2015
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Genomic Analysis of Tissue and Cellular Heterogeneity in IPF
-
批准号:9127351
-
项目类别:
-
资助金额:$71.38万
-
财政年份:2015
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Genomic Analysis of Tissue and Cellular Heterogeneity in IPF
-
批准号:10540017
-
项目类别:
-
资助金额:$75.02万
-
财政年份:2015
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Integrated, Interdisciplinary, Inter-university PHD Program Computational Biology
-
批准号:8866399
-
项目类别:
-
资助金额:$24.98万
-
财政年份:2009
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Integrated, Interdisciplinary, Inter-university PHD Program Computational Biology
-
批准号:8050087
-
项目类别:
-
资助金额:$35.55万
-
财政年份:2009
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Integrated, Interdisciplinary, Inter-university PHD Program Computational Biology
-
批准号:8242686
-
项目类别:
-
资助金额:$29.57万
-
财政年份:2009
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
Integrated, Interdisciplinary, Inter-university PHD Program Computational Biology
-
批准号:9118992
-
项目类别:
-
资助金额:$26.04万
-
财政年份:2009
-
负责人:PANAGIOTIS V BENOS
-
依托单位:
海外基金