Identification of diverse target RNAs that are functionally regulated by human Pumilio proteins
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE95412 | GEO | 2017/10/25
SECONDARY ACCESSION(S): PRJNA377083
REPOSITORIES: GEO
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Project description:The human members of the PUF family of proteins, PUM1 and PUM2, are RNA-binding proteins that post-transcriptionally regulate gene expression through binding to a PUM recognition element (PRE) in the 3′ UTR of target mRNAs, promoting RNA decay. Recent RNA-seq experiments in PUM1/2 knockdown conditions have identified hundreds of known and new human PUM targets through measurement of changes in steady state RNA levels. However, steady-state RNA levels do not allow for measurement of changes in RNA stability between conditions and do not allow for the differentiation between the contributions of changes in transcription rates and changes in RNA decay. Here, we identify hundreds of human PUM1/2 targets that have changes in RNA stability following PUM1/2 knockdown. We separate the contributions of changes in transcription rate and RNA stability and find that human PUM proteins almost exclusively modulate RNA abundance through changing RNA stability and not transcription. In addition, we find that the sequence preferences for all possible 8mers are largely similar between PUM1 and PUM2, suggesting that PUM1 and PUM2 recognize similar targets. We identify an ideal PRE “rulebook” by determining key contextual features around PREs, including local AU content, location of a PRE within a 3′ UTR, clustering of PREs, and number of miRNA sites near a PRE, that help differentiate functional PREs from non-functional ones as measured by our decay dataset. Consistent with previously identified functional roles of mammalian PUMs, we find that human PUM1 and PUM2 modulate the decay of genes related to signaling cascades and neuronal function. Finally, we train machine learning models to predict functional regulation of RNA targets by the human PUM proteins and find that contextual features around PREs contribute meaningful information to our models.
2020-08-05 | GSE145237 | GEO
Project description:The functions of human PUM1 and PUM2 are considered to be redundant given that both PUF1 and PUF2 recognize the same PBE motif UGUANAUA. However pools of mRNAs published so far for PUM1 and PUM2 do not overlap. Therefore we sought to investigate the issue of redundancy in human cells. The both PUM proteins are less conserved in the region that is outside the PUM domain. We sought that interactors could be different. We identified mRNA pools binding separately PUM1 and PUM2 by RIP-Seq approach, normalized them using the whole TCam-2 cells transcriptome and aligned them with mRNA pools activated or repressed as tested by siRNA PUM1 and PUM2 knockdown.
2018-11-28 | GSE123016 | GEO
Project description:Pumilio paralogs, PUM1 and PUM2, are sequence-specific RNA-binding proteins that are essential for vertebrate development and neurological functions. PUM1&2 function to negatively regulate gene expression by accelerating degradation of specific mRNAs. Here, we determined the repression mechanism and impact of human PUM1&2 on the transcriptome. We identified subunits of the CCR4-NOT (CNOT) deadenylase complex required for stable interaction with PUM1&2 and to elicit CNOT-dependent repression. Isoform-level RNA sequencing revealed broad co-regulation of target mRNAs through the PUM-CNOT repression mechanism. Functional dissection of the domains of PUM1&2 identified a conserved N-terminal region that confers the predominant repressive activity via direct interaction with CNOT. In addition, we show that the DCP2 mRNA decapping enzyme has an important role in repression by PUM1&2 N-terminal regions. Our results support a molecular model of repression by human PUM1&2 via direct recruitment of CNOT deadenylation machinery in a decapping-dependent pathway.
2021-09-09 | GSE159510 | GEO
Project description:Pumilio proteins are RNA-binding proteins that control mRNA translation and stability by binding to the 3' UTR of target mRNAs. Mammals have two canonical Pumilio proteins, PUM1 and PUM2, which are known to act in many biological processes, including embryonic development, neurogenesis, cell cycle regulation and genomic stability. Here, we characterized a new role of both PUM1 and PUM2 in regulating cell morphology, migration, and adhesion in T-REx-293 cells, in addition to previously known defects in growth rate. Gene ontology analysis of differentially expressed genes in PUM double knockout (PDKO) cells for both cellular component and biological process showed enrichment in categories related to adhesion and migration. PDKO cells had a collective cell migration rate significantly lower than that of WT cells and displayed changes in actin morphology. In addition, during growth, PDKO cells aggregated into clusters (clumps) due to an inability to escape cell-cell contacts. Addition of extracellular matrix (Matrigel) alleviated the clumping phenotype. Collagen IV (ColIV), a major component of Matrigel, was shown to be the driving force in allowing PDKO cells to monolayer appropriately, however, ColIV protein levels remained unperturbed in PDKO cells. This study characterizes a novel cellular phenotype associated with cellular morphology, migration, and adhesion which can aid in developing better models for PUM function in both developmental processes and disease.
2023-01-01 | GSE207836 | GEO
Project description:we employ crosslinking immunoprecipitation (iCLIP) to reveal Pum1 and Pum2 binding mRNAs
2017-08-15 | GSE95195 | GEO
Project description:Approximately 1500 RNA-binding proteins (RBPs) profoundly impact mammalian cellular function by controlling distinct sets of transcripts, often using sequence-specific binding to 3′ untranslated regions (UTRs) to regulate mRNA stability and translation. Aside from their individual effects, higher-order combinatorial interactions between RBPs on specific mRNAs have been proposed to underpin the regulatory network. To assess the extent of such co-regulatory control, we took a global experimental approach followed by targeted validation to examine interactions between two well-characterized and highly conserved RBPs, Argonaute2 (AGO2) and Pumilio (PUM1 and PUM2). Transcriptome-wide changes in AGO2-mRNA binding upon PUM knockdown were quantified by CLIP-seq, and the presence of PUM binding on the same 3′ UTR corresponded with cooperative and antagonistic effects on AGO2 occupancy. In addition, PUM binding sites that overlap with AGO2 showed differential, weakened binding profiles upon abrogation of AGO2 association, indicative of cooperative interactions. In luciferase reporter validation of candidate 3′ UTR sites where AGO2 and PUM colocalized, three sites were identified to host antagonistic interactions, where PUM counteracts miRNA-guided repression. Interestingly, the binding sites for the two proteins are too far for potential antagonism due to steric hindrance, suggesting an alternate mechanism. Our data experimentally confirms the combinatorial regulatory model and indicates that the mostly repressive PUM proteins can change their behavior in a context-dependent manner. Overall, the approach underscores the importance of further elucidation of complex interactions between RBPs and their transcriptome-wide extent.
2018-10-17 | GSE110519 | GEO
Project description:Approximately 1500 RNA-binding proteins (RBPs) profoundly impact mammalian cellular function by controlling distinct sets of transcripts, often using sequence-specific binding to 3′ untranslated regions (UTRs) to regulate mRNA stability and translation. Aside from their individual effects, higher-order combinatorial interactions between RBPs on specific mRNAs have been proposed to underpin the regulatory network. To assess the extent of such co-regulatory control, we took a global experimental approach followed by targeted validation to examine interactions between two well-characterized and highly conserved RBPs, Argonaute2 (AGO2) and Pumilio (PUM1 and PUM2). Transcriptome-wide changes in AGO2-mRNA binding upon PUM knockdown were quantified by CLIP-seq, and the presence of PUM binding on the same 3′ UTR corresponded with cooperative and antagonistic effects on AGO2 occupancy. In addition, PUM binding sites that overlap with AGO2 showed differential, weakened binding profiles upon abrogation of AGO2 association, indicative of cooperative interactions. In luciferase reporter validation of candidate 3′ UTR sites where AGO2 and PUM colocalized, three sites were identified to host antagonistic interactions, where PUM counteracts miRNA-guided repression. Interestingly, the binding sites for the two proteins are too far for potential antagonism due to steric hindrance, suggesting an alternate mechanism. Our data experimentally confirms the combinatorial regulatory model and indicates that the mostly repressive PUM proteins can change their behavior in a context-dependent manner. Overall, the approach underscores the importance of further elucidation of complex interactions between RBPs and their transcriptome-wide extent.
2018-10-17 | GSE110518 | GEO
Project description:We employ mRNA-seq to investigate transcriptome of Pum1-Knockout, Pum2-Knockout and WT conditons
2017-08-15 | GSE95102 | GEO
Project description:We employ Mass spectrum to investigate proteome of Pum1-Knockout, Pum2-Knockout and WT conditions in human colorectal cancer cell line Hct116. Overall design: In order to investigate whether Pum1 and Pum2 regulate their targets at their protein levels, we used Pum1-Knockout, Pum2-Knockout and WT Hct116 cell line to extract total protein for Mass spectrum.
2021-07-23 | PXD027513 |
Project description:Purpose: PUMILIO proteins are known to repress target genes by specifically binding to PUMILIO response elements (PREs) in target mRNAs. NORAD is a noncoding RNA that negatively regulates PUMILIO activity. The goal of this study was to determine the gene expression changes that result from knockout of NORAD or overexpression of PUMILIO and to test whether NORAD knockout causes PUMILIO hyperactivity. Methods: RNA-seq libraries were prepared using the TruSeq Stranded Total RNA with Ribo-Zero Human/Mouse/Rat Sample Preparation kit (Illumina) and sequenced using the 100 bp paired-end protocol on an Illumina HiSeq 2000. For comparing NORAD+/+ and NORAD-/- HCT116 cells, 3 biological replicates per genotype were sequenced. For PUM overexpression experiments, 3 replicates of GFP-expressing HCT116 cells (negative control) and 2 independent PUM1- or PUM2-overexpressing clones (2 replicates each) were sequenced. Results: Gene expression profiles show that PUMILIO target genes are downregulated in both NORAD knockout cells and PUMILIO overexpressing cells. Conclusions: These data indicate that NORAD sequesters PUMILIO, preventing excessive repression of PUMILIO target genes that are important for maintaining genomic stability.
2015-12-03 | GSE75440 | GEO