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1.
Genome Res ; 31(3): 359-371, 2021 03.
Article in English | MEDLINE | ID: mdl-33452016

ABSTRACT

Alternative splicing is an RNA processing mechanism that affects most genes in human, contributing to disease mechanisms and phenotypic diversity. The regulation of splicing involves an intricate network of cis-regulatory elements and trans-acting factors. Due to their high sequence specificity, cis-regulation of splicing can be altered by genetic variants, significantly affecting splicing outcomes. Recently, multiple methods have been applied to understanding the regulatory effects of genetic variants on splicing. However, it is still challenging to go beyond apparent association to pinpoint functional variants. To fill in this gap, we utilized large-scale data sets of the Genotype-Tissue Expression (GTEx) project to study genetically modulated alternative splicing (GMAS) via identification of allele-specific splicing events. We demonstrate that GMAS events are shared across tissues and individuals more often than expected by chance, consistent with their genetically driven nature. Moreover, although the allelic bias of GMAS exons varies across samples, the degree of variation is similar across tissues versus individuals. Thus, genetic background drives the GMAS pattern to a similar degree as tissue-specific splicing mechanisms. Leveraging the genetically driven nature of GMAS, we developed a new method to predict functional splicing-altering variants, built upon a genotype-phenotype concordance model across samples. Complemented by experimental validations, this method predicted >1000 functional variants, many of which may alter RNA-protein interactions. Lastly, 72% of GMAS-associated SNPs were in linkage disequilibrium with GWAS-reported SNPs, and such association was enriched in tissues of relevance for specific traits/diseases. Our study enables a comprehensive view of genetically driven splicing variations in human tissues.


Subject(s)
Alleles , Alternative Splicing/genetics , Genetic Variation , Cell Line , Exons , Female , Genome-Wide Association Study , Humans , Linkage Disequilibrium , Male , Organ Specificity/genetics , Polymorphism, Single Nucleotide/genetics
2.
Mol Cell ; 73(1): 183-194.e8, 2019 01 03.
Article in English | MEDLINE | ID: mdl-30503770

ABSTRACT

Mutations that lead to splicing defects can have severe consequences on gene function and cause disease. Here, we explore how human genetic variation affects exon recognition by developing a multiplexed functional assay of splicing using Sort-seq (MFASS). We assayed 27,733 variants in the Exome Aggregation Consortium (ExAC) within or adjacent to 2,198 human exons in the MFASS minigene reporter and found that 3.8% (1,050) of variants, most of which are extremely rare, led to large-effect splice-disrupting variants (SDVs). Importantly, we find that 83% of SDVs are located outside of canonical splice sites, are distributed evenly across distinct exonic and intronic regions, and are difficult to predict a priori. Our results indicate extant, rare genetic variants can have large functional effects on splicing at appreciable rates, even outside the context of disease, and MFASS enables their empirical assessment at scale.


Subject(s)
Exons , Gene Expression Profiling/methods , High-Throughput Nucleotide Sequencing/methods , Mutation , RNA Splicing , Sequence Analysis, DNA/methods , Cell Separation , Computational Biology , Flow Cytometry , HEK293 Cells , HeLa Cells , Hep G2 Cells , Humans , Introns , K562 Cells , Oligonucleotide Array Sequence Analysis , Reproducibility of Results
3.
Nature ; 521(7551): 232-6, 2015 May 14.
Article in English | MEDLINE | ID: mdl-25915022

ABSTRACT

Many long non-coding RNAs (lncRNAs) affect gene expression, but the mechanisms by which they act are still largely unknown. One of the best-studied lncRNAs is Xist, which is required for transcriptional silencing of one X chromosome during development in female mammals. Despite extensive efforts to define the mechanism of Xist-mediated transcriptional silencing, we still do not know any proteins required for this role. The main challenge is that there are currently no methods to comprehensively define the proteins that directly interact with a lncRNA in the cell. Here we develop a method to purify a lncRNA from cells and identify proteins interacting with it directly using quantitative mass spectrometry. We identify ten proteins that specifically associate with Xist, three of these proteins--SHARP, SAF-A and LBR--are required for Xist-mediated transcriptional silencing. We show that SHARP, which interacts with the SMRT co-repressor that activates HDAC3, is not only essential for silencing, but is also required for the exclusion of RNA polymerase II (Pol II) from the inactive X. Both SMRT and HDAC3 are also required for silencing and Pol II exclusion. In addition to silencing transcription, SHARP and HDAC3 are required for Xist-mediated recruitment of the polycomb repressive complex 2 (PRC2) across the X chromosome. Our results suggest that Xist silences transcription by directly interacting with SHARP, recruiting SMRT, activating HDAC3, and deacetylating histones to exclude Pol II across the X chromosome.


Subject(s)
Gene Silencing , Histone Deacetylases/metabolism , Mass Spectrometry/methods , Nuclear Proteins/metabolism , RNA, Long Noncoding/metabolism , Transcription, Genetic/genetics , X Chromosome/genetics , Acetylation , Animals , Cell Line , DNA-Binding Proteins , Embryonic Stem Cells/enzymology , Embryonic Stem Cells/metabolism , Female , Heterogeneous-Nuclear Ribonucleoprotein U/metabolism , Histones/metabolism , Male , Mice , Nuclear Receptor Co-Repressor 2/metabolism , Polycomb Repressive Complex 2/metabolism , Protein Binding , RNA Polymerase II/metabolism , RNA, Long Noncoding/genetics , RNA-Binding Proteins/analysis , RNA-Binding Proteins/metabolism , Receptors, Cytoplasmic and Nuclear/metabolism , X Chromosome/metabolism , X Chromosome Inactivation/genetics , Lamin B Receptor
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