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Universal alternative splicing of noncoding exons

ABSTRACT: The human transcriptome is so large, diverse and dynamic that, even after a decade of investigation by RNA sequencing (RNA-Seq), we are yet to resolve its true dimensions. RNA-Seq suffers from an expression-dependent bias that impedes discovery of low-abundance transcripts and has prevented a complete census of gene expression. Here we performed targeted single-molecule and short-read RNA-Seq to survey the transcriptional landscape of a single human chromosome (Hsa21) at unprecedented resolution. Our analysis reaches the lower limits of the transcriptome and identifies a fundamental distinction between the architecture of protein-coding and noncoding gene content. Unlike their coding counterparts, noncoding exons undergo universal alternative splicing to produce a seemingly limitless variety of isoforms. Targeted RNA-Seq analysis of syntenic regions of the mouse genome shows that few noncoding exons are shared between human and mouse. Despite this divergence, human alternative splicing profiles are recapitulated on Hsa21 in mouse cells, indicative of regulation by a local splicing code that is more strongly conserved than the noncoding isoforms themselves. We propose that noncoding exons are functionally modular, with combinatorial alternative splicing generating an enormous repertoire of potential regulatory RNAs and a rich transcriptional reservoir for gene evolution.

ORGANISM(S): Mus musculus Homo sapiens

PROVIDER: GSE99637 | GEO | 2018/01/01

SECONDARY ACCESSION(S): PRJNA389124

REPOSITORIES: GEO

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Universal alternative splicing of noncoding exons

Project description:Universal alternative splicing of noncoding exons

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Analysis and design of RNA sequencing experiments for identifying mRNA isoform regulation

Project description:Through alternative splicing, most human genes express multiple isoforms that may have distinct or even antagonistic functions. To infer isoform regulation based on data from high-throughput sequencing of cDNA fragments (RNA-Seq), we have developed MISO, a computational model that estimates the expression level of alternatively spliced exons and mRNA isoforms and provides intuitive measures of con?dence in these estimates. Incorporation of the length distribution of inserted cDNA fragments in paired-end RNA-Seq analysis in MISO enables dramatic improvements in estimation of alternative splicing levels relative to previous methods. We show that one lane of paired-end RNA-Seq data can provide far more information about splicing than two lanes of single-end data, depending critically on properties of the distribution of cDNA fragment lengths in the sequenced library. MISO also leads to an intuitive method to detect di?erentially regulated exons or isoforms. Application of this method implicates the RNA splicing factor hnRNP H in regulation of alternative cleavage and polyadenylation, a role that is supported by UV crosslinking/immunoprecipitation/high-throughput sequencing (CLIP-Seq) analysis. Together, our results provide a probabilistic framework for RNA-Seq analysis, derive functional insights into pre-mRNA processing, and yield guidelines for the optimal design of RNA-Seq experiments for studies of gene and isoform expression. CLIPseq of hnRNP H in HEK 293T cells. RNAseq of polyA+ RNA from C2C12 mouse myoblasts stably expressing an empty vector or a vector containing an shRNA against CUGBP1. Libraries of two different insert lengths were created and examined.

2010-11-07 | E-GEOD-23694 | biostudies-arrayexpress

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Project description:Through alternative splicing, most human genes express multiple isoforms that may have distinct or even antagonistic functions. To infer isoform regulation based on data from high-throughput sequencing of cDNA fragments (RNA-Seq), we have developed MISO, a computational model that estimates the expression level of alternatively spliced exons and mRNA isoforms and provides intuitive measures of conﬁdence in these estimates. Incorporation of the length distribution of inserted cDNA fragments in paired-end RNA-Seq analysis in MISO enables dramatic improvements in estimation of alternative splicing levels relative to previous methods. We show that one lane of paired-end RNA-Seq data can provide far more information about splicing than two lanes of single-end data, depending critically on properties of the distribution of cDNA fragment lengths in the sequenced library. MISO also leads to an intuitive method to detect diﬀerentially regulated exons or isoforms. Application of this method implicates the RNA splicing factor hnRNP H in regulation of alternative cleavage and polyadenylation, a role that is supported by UV crosslinking/immunoprecipitation/high-throughput sequencing (CLIP-Seq) analysis. Together, our results provide a probabilistic framework for RNA-Seq analysis, derive functional insights into pre-mRNA processing, and yield guidelines for the optimal design of RNA-Seq experiments for studies of gene and isoform expression.

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2014-07-12 | E-GEOD-59335 | biostudies-arrayexpress

Isoform-specific translational control is evolutionarily conserved in primates

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