Multiplexed single-cell characterization of alternative polyadenylation regulators (MPRA)
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA1122592 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR29362478_1.fastq.gz | Fastqsanger.gz | |||
| SRR29362478_2.fastq.gz | Fastqsanger.gz | |||
| SRR29362479_1.fastq.gz | Fastqsanger.gz | |||
| SRR29362479_2.fastq.gz | Fastqsanger.gz | |||
| SRR29362480_1.fastq.gz | Fastqsanger.gz |
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Project description:Multiplexed single-cell characterization of alternative polyadenylation regulators
| PRJNA1122594 | ENA
Project description:Most mammalian genes have multiple polyA sites, representing a substantial source of transcript diversity regulated by the cleavage and polyadenylation (CPA) machinery. To better understand how these proteins govern polyA site choice we introduce CPA-Perturb-seq, a multiplexed perturbation screen dataset of 42 CPA regulators with a 3’ scRNA-seq readout that enables transcriptome-wide inference of polyA site usage. We develop a framework to detect perturbation-dependent changes in polyadenylation and characterize modules of co-regulated polyA sites. We find groups of intronic polyA sites regulated by distinct components of the nuclear RNA life cycle including elongation, splicing, termination, and surveillance. We train and validate a multi-task deep neural network (APARENT-Perturb) for tandem polyA site usage, delineating a cis-regulatory code that predicts perturbation response and reveals interactions between regulatory complexes. Our work highlights the potential for multiplexed single-cell perturbation screens to further our understanding of post-transcriptional regulation.
2024-06-15 | GSE269595 | GEO
Project description:Multiplexed single-cell characterization of alternative polyadenylation regulators (3PRACE)
| PRJNA1122591 | ENA
Project description:Multiplexed single-cell characterization of alternative polyadenylation regulators (scRNA-Seq)
| PRJNA1122596 | ENA
Project description:Most mammalian genes have multiple polyA sites, representing a substantial source of transcript diversity regulated by the cleavage and polyadenylation (CPA) machinery. To better understand how these proteins govern polyA site choice we introduce CPA-Perturb-seq, a multiplexed perturbation screen dataset of 42 CPA regulators with a 3’ scRNA-seq readout that enables transcriptome-wide inference of polyA site usage. We develop a framework to detect perturbation-dependent changes in polyadenylation and characterize modules of co-regulated polyA sites. We find groups of intronic polyA sites regulated by distinct components of the nuclear RNA life cycle including elongation, splicing, termination, and surveillance. We train and validate a multi-task deep neural network (APARENT-Perturb) for tandem polyA site usage, delineating a cis-regulatory code that predicts perturbation response and reveals interactions between regulatory complexes. Our work highlights the potential for multiplexed single-cell perturbation screens to further our understanding of post-transcriptional regulation.
2024-06-15 | GSE269594 | GEO
Project description:Most mammalian genes have multiple polyA sites, representing a substantial source of transcript diversity regulated by the cleavage and polyadenylation (CPA) machinery. To better understand how these proteins govern polyA site choice we introduce CPA-Perturb-seq, a multiplexed perturbation screen dataset of 42 CPA regulators with a 3’ scRNA-seq readout that enables transcriptome-wide inference of polyA site usage. We develop a framework to detect perturbation-dependent changes in polyadenylation and characterize modules of co-regulated polyA sites. We find groups of intronic polyA sites regulated by distinct components of the nuclear RNA life cycle including elongation, splicing, termination, and surveillance. We train and validate a multi-task deep neural network (APARENT-Perturb) for tandem polyA site usage, delineating a cis-regulatory code that predicts perturbation response and reveals interactions between regulatory complexes. Our work highlights the potential for multiplexed single-cell perturbation screens to further our understanding of post-transcriptional regulation.
2024-06-15 | GSE269596 | GEO
Project description:Alternative polyadenylation has been implicated as an important regulator of gene expression. In some cases, alternative polyadenylation is known to couple with alternative splicing to influence last intron removal. However, it is unknown whether alternative polyadenylation events influence alternative splicing decisions at upstream exons. Knockdown of the polyadenylation factors CFIm25 or CstF64 was used as an approach in identifying alternative polyadenylation and alternative splicing events on a genome-wide scale. Although hundreds of alternative splicing events were found to be differentially spliced in the knockdown of CstF64, genes associated with alternative polyadenylation did not exhibit an increased incidence of alternative splicing. These results demonstrate that the coupling between alternative polyadenylation and alternative splicing is usually limited to defining the last exon. The striking influence of CstF64 knockdown on alternative splicing can be explained through its effects on UTR selection of known splicing regulators such as hnRNP A2/B1, thereby indirectly influencing splice site selection. We conclude that changes in the expression of the polyadenylation factor CstF64 influences alternative splicing through indirect effects. HeLa cell line was stably transfected with shRNA plasmids targeting CstF64. Total RNA was isolated from CstF64 KD cells and wild-type control cells using Trizol according to manufacturerâs protocols. Samples were deep sequenced in duplicate using the Illumina GAIIx system.
2016-03-14 | E-GEOD-79157 | biostudies-arrayexpress
Project description:Alternative polyadenylation has been implicated as an important regulator of gene expression. In some cases, alternative polyadenylation is known to couple with alternative splicing to influence last intron removal. However, it is unknown whether alternative polyadenylation events influence alternative splicing decisions at upstream exons. Knockdown of the polyadenylation factors CFIm25 or CstF64 was used as an approach in identifying alternative polyadenylation and alternative splicing events on a genome-wide scale. Although hundreds of alternative splicing events were found to be differentially spliced in the knockdown of CstF64, genes associated with alternative polyadenylation did not exhibit an increased incidence of alternative splicing. These results demonstrate that the coupling between alternative polyadenylation and alternative splicing is usually limited to defining the last exon. The striking influence of CstF64 knockdown on alternative splicing can be explained through its effects on UTR selection of known splicing regulators such as hnRNP A2/B1, thereby indirectly influencing splice site selection. We conclude that changes in the expression of the polyadenylation factor CstF64 influences alternative splicing through indirect effects.
2016-03-14 | GSE79157 | GEO
Project description:Divergence of alternative polyadenylation in mouse
| PRJEB15336 | ENA
Project description:Cell fate transitions involve rapid changes of gene expression patterns and global chromatin remodeling, yet the underlying regulatory pathways remain incompletely understood. Here, we used transcription-factor induced reprogramming of somatic cells into pluripotent cells to screen for novel regulators of cell fate change. We identified the RNA processing factor Nudt21, a component of the pre-mRNA cleavage and polyadenylation complex, as a potent barrier to reprogramming. Importantly, suppression of Nudt21 not only enhanced the generation of induced pluripotent stem cells but also facilitated the conversion of fibroblasts into trophoblast stem cells and delayed the differentiation of myeloid precursor cells into macrophages, suggesting a broader role for Nudt21 in restricting cell fate change. Polyadenylation site sequencing (PAS-seq) revealed that Nudt21 directs differential polyadenylation of over 1,500 transcripts in cells acquiring pluripotency. While only a fraction of these transcripts changed expression at the protein level, this fraction was strongly enriched for chromatin regulators, including components of the PAF, polycomb, and trithorax complexes. Co-suppression analysis further suggests that these chromatin factors are largely responsible for Nudt21’s effect on reprogramming, providing a mechanistic basis for our observations. Collectively, our data uncover Nudt21 as a novel post-transcriptional regulator of mammalian cell fate and establish a direct, previously unappreciated link between alternative polyadenylation and chromatin signaling.
2018-01-08 | PXD008078 | Pride