Cardiac genetic effects across HLBS phenotypes
Cardiac genetic effects across HLBS phenotypes
批准号:
9521873
负责人:
ARAVINDA CHAKRAVARTI
金额:
$43.81万
依托单位国家:
美国
项目类别:
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-05-01 至 2020-04-30
关键词:
ATAC-seqAffectAlgorithmsBase PairingBindingBloodCardiacCardiovascular DiseasesChromatinCodeCollaborationsComplexComputing MethodologiesDNADNase I hypersensitive sites sequencingDataDiseaseEnhancersFamilyGene ExpressionGene FrequencyGene TargetingGenesGeneticGenetic TranscriptionGenetic VariationGenomeGenomicsGenotypeGenotype-Tissue Expression ProjectHeartHeart DiseasesHematological DiseaseIndividualLeadLinkLungLung diseasesMachine LearningMapsMinorModelingMolecularPeripheralPhenotypePhysiologyPublic HealthPublishingQuality ControlRegulator GenesRegulatory ElementResearch PersonnelResourcesRoleSample SizeSleepSleep DisordersTestingTissuesTrans-Omics for Precision MedicineUnited States National Institutes of HealthUntranslated RNAVariantWeightbaseepigenomicsfunctional genomicsgene discoverygenetic variantgenome wide association studygenome-widegenome-wide analysisgenomic datagenomic variationhistone modificationimprovednovelnovel strategiesprogramsrare variantreverse geneticssuccesstraittranscription factortranscriptome sequencingwhole genome
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Forward genetic genome-wide association studies (GWAS) have successfully mapped thousands of loci
regulating disorders of the heart, lung, blood and sleep (HLBS), implicating widespread sequence variation
within the non-coding genome. However, their functions, mechanisms of action and how they impact disease is
still unclear. To solve this new and important GWAS bottleneck, we use a functional genomics-inspired reverse
genetics strategy to identify the `transcriptional machinery' (transcription factors (TF), cis-regulatory elements
(CRE), target genes) controlling HLBS-relevant tissue functions and how DNA variants in them affect HLBS
diseases. Taking advantage of our long-standing expertise and successes in complex, cardiovascular disorders,
and novel computational methods we have recently developed, we propose novel genomics analyses of the
Trans-Omics for Precision Medicine (TOPMed) Program phenotypes and their whole genome sequences,
together with publicly available epigenomics data, to identify the molecular bases of HLBS disease. We will first
focus on the transcriptional machinery controlling heart physiology and its disorders before exploring other
HLBS-relevant tissues and disorders in collaboration with other TOPMed investigators. Our specific aims are:
(1) Identifying the transcriptional machinery in the heart and other HLBS relevant tissues; and, (2) Connecting
genomic variation in the transcriptional machinery to HLBS traits. Our approach will enable identification of
the core molecular components that control HLBS tissues and how they are compromised in HLBS disorders.
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