Novel methods to detect and interpret splicing quantitative trait loci
Novel methods to detect and interpret splicing quantitative trait loci
批准号:
10575802
负责人:
Yang Li
金额:
$11.02万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
已结题
起止时间:
2022-04-01 至 2024-02-29
关键词:
AffectBiogenesisBiological AssayCellsComplexData SetDiseaseGene ExpressionGenesGenetic RiskGenetic VariationGenomeGenomicsGoalsHuman GeneticsLinkMediatingMessenger RNAMethodsMonitorPathway interactionsProcessProtein IsoformsQuantitative Trait LociRNARNA DecayRNA SplicingReportingTissuesTreatment EfficacyUntranslated RNAVariantdisorder riskgenetic variantgenome-widenoveloutcome predictionparent grantpolyadenylated messenger RNArisk varianttranscriptome sequencing
中文摘要
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英文摘要
Summary of Parent Grant
Nearly all genetic variants associated with complex disease are noncoding. Many noncoding
disease risk variants affect the amplitude of gene expression. However, we have identified
mRNA splicing as an additional primary link between genetic variants and complex diseases.
Thus, an understanding of how, and which, genetic variants affect RNA splicing can greatly aid
our understanding of the impact of noncoding variants. Despite the importance of RNA splicing
in mediating genetic risk for disease, the dominant assay to determine mRNA content in a cell
or tissue, RNA-seq of polyadenylated mRNA, primarily captures steady-state mRNA isoforms,
which reflect not only RNA splicing but also other processes such as RNA decay. Further, RNA-
seq provides little information on the pathway of RNA isoform biogenesis. Yet, other assays
beyond RNA-seq that report on the pathway of RNA splicing and in a manner independent of
decay are sorely lacking, significantly compromising our ability to account for how, and which,
genetic variants affect RNA splicing. We propose to first develop a battery of novel genomic
assays to monitor the pathway of splicing and then exploit these assays to define the impact of
genetic variation on splicing. We will optimize such approaches to yield datasets to study the
mechanisms by which genetic variants affect mRNA splicing at unprecedented detail.
Specifically, to achieve our goals, we propose i) to develop genome-wide assays to monitor
splicing in novel ways, ii) to search for splicing quantitative trail loci using these assays, and iii)
to account through an integrated approach for the functional mechanisms by which genetic
variants affect splicing. At the conclusion of this project, we will have developed genomic assays
and computational approaches that allow us to reach a deep understanding of the mechanisms
that link sequence variation to variation in splicing and ultimately to disease.
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Novel methods to detect and interpret splicing quantitative trait loci
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Novel methods to detect and interpret splicing quantitative trait loci
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