Nanopore sequencing reveals endogenous NMD-targeted isoforms in human cells
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PROVIDER: PRJEB44747 | ENA |
REPOSITORIES: ENA
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Project description:Nonsense-mediated mRNA decay (NMD) is a eukaryotic, translation-dependent degradation pathway that targets mRNAs with premature termination codons and also regulates the expression of some mRNAs that encode full-length proteins. Although many genes express NMD-sensitive transcripts, identifying them based on short-read sequencing data remains a challenge. To identify and analyze endogenous targets of NMD, we applied cDNA Nanopore sequencing and short-read sequencing to human cells with varying expression levels of NMD factors. Our approach detects full-length NMD substrates that are highly unstable and increase in levels or even only appear when NMD is inhibited. Among the many new NMD-targeted isoforms that our analysis identified, most derive from alternative exon usage. The isoform-aware analysis revealed many genes with significant changes in splicing but no significant changes in overall expression levels upon NMD knockdown. NMD-sensitive mRNAs have more exons in the 3΄UTR and for mRNAs with a termination codon in the last exon. The length of the 3΄UTR per se does not correlate with NMD sensitivity. Analysis of splicing signals reveals isoforms where NMD has been co-opted in the regulation of gene expression, but a main function is most likely to rid the transcriptome of isoforms resulting from spurious splicing events. Long-read sequencing enabled the identification of many novel NMD-sensitive mRNAs and revealed both known and unexpected features concerning their biogenesis and their biological role. Our data provide a highly valuable resource of human NMD transcript targets for future genomic and transcriptomic applications.
2021-07-20 | E-MTAB-10452 | biostudies-arrayexpress
Project description:BackgroundNonsense-mediated mRNA decay (NMD) is a eukaryotic, translation-dependent degradation pathway that targets mRNAs with premature termination codons and also regulates the expression of some mRNAs that encode full-length proteins. Although many genes express NMD-sensitive transcripts, identifying them based on short-read sequencing data remains a challenge.ResultsTo identify and analyze endogenous targets of NMD, we apply cDNA Nanopore sequencing and short-read sequencing to human cells with varying expression levels of NMD factors. Our approach detects full-length NMD substrates that are highly unstable and increase in levels or even only appear when NMD is inhibited. Among the many new NMD-targeted isoforms that our analysis identifies, most derive from alternative exon usage. The isoform-aware analysis reveals many genes with significant changes in splicing but no significant changes in overall expression levels upon NMD knockdown. NMD-sensitive mRNAs have more exons in the 3΄UTR and, for those mRNAs with a termination codon in the last exon, the length of the 3΄UTR per se does not correlate with NMD sensitivity. Analysis of splicing signals reveals isoforms where NMD has been co-opted in the regulation of gene expression, though the main function of NMD seems to be ridding the transcriptome of isoforms resulting from spurious splicing events.ConclusionsLong-read sequencing enables the identification of many novel NMD-sensitive mRNAs and reveals both known and unexpected features concerning their biogenesis and their biological role. Our data provide a highly valuable resource of human NMD transcript targets for future genomic and transcriptomic applications.
| S-EPMC8361881 | biostudies-literature
Project description:Analysis of miRNA-targeted cellular NMD substrates in HeLa cell. The hypothesis tested in the present study was that endogenous NMD substrates containing long 3' untranslated region may targeted for miRNA. Results provide important information expanding the roles of miRISC in the posttranscriptional regulation of gene expression: a new cross-talk between miRNA-mediated gene silencing and NMD. ABSTRACT: Imperfect base-pairing between microRNA (miRNA) and the 3’-untranslated region (3’UTR) of target mRNA triggers translational repression of the target mRNA. Here, we provide evidence that human Argonaute 2 (Ago2) targets cap-binding protein (CBP)80/20- and exon junction complex (EJC)-bound mRNAs and inhibits nonsense-mediated mRNA decay (NMD), which is tightly restricted to CBP80/20-bound mRNAs. Furthermore, microarray analyses reveal that a subset of cellular transcripts, which are expected to be targeted for NMD, is stabilized by miRNA-mediated gene silencing. The regulation of NMD by miRNAs will shed light on a new post-transcriptional regulation mechanism of gene expression in mammalian cells
2010-03-08 | GSE16170 | GEO
Project description:Analysis of miRNA-targeted cellular NMD substrates in HeLa cell. The hypothesis tested in the present study was that endogenous NMD substrates containing long 3' untranslated region may targeted for miRNA. Results provide important information expanding the roles of miRISC in the posttranscriptional regulation of gene expression: a new cross-talk between miRNA-mediated gene silencing and NMD. ABSTRACT: Imperfect base-pairing between microRNA (miRNA) and the 3â-untranslated region (3âUTR) of target mRNA triggers translational repression of the target mRNA. Here, we provide evidence that human Argonaute 2 (Ago2) targets cap-binding protein (CBP)80/20- and exon junction complex (EJC)-bound mRNAs and inhibits nonsense-mediated mRNA decay (NMD), which is tightly restricted to CBP80/20-bound mRNAs. Furthermore, microarray analyses reveal that a subset of cellular transcripts, which are expected to be targeted for NMD, is stabilized by miRNA-mediated gene silencing. The regulation of NMD by miRNAs will shed light on a new post-transcriptional regulation mechanism of gene expression in mammalian cells Total RNA obtained from HeLa cells with downregulation of Ago2 or Ago2/UPF1 by siRNA. The up- or down-regulated transcripts were compared to control siRNA treated HeLa cell RNA extract. Significant transcripts were confirmed by replication.
2010-04-09 | E-GEOD-16170 | biostudies-arrayexpress
Project description:Background: Alternative splicing (AS), which generates multiple mRNA isoforms from single genes, is crucial for the regulation of eukaryotic gene expression. The flux through competing AS pathways cannot be determined by traditional RNA-Seq, however, because different mRNA isoforms can have widely differing decay rates. Indeed, some mRNA isoforms with extremely short half-lives, such as those subject to translation-dependent nonsense-mediated decay (AS-NMD), may be completely overlooked in even the most extensive RNA-Seq analyses. Results: RNA immunoprecipitation in tandem (RIPiT) of exon junction complex (EJC) components allows for purification of post-splicing mRNA-protein particles (mRNPs) not yet subject to translation (pre-translational mRNPs) and, therefore, translation-dependent mRNA decay. Here we compared EJC RIPiT-Seq to whole cell RNA-Seq data from HEK293 cells. Consistent with expectation, the flux through known AS-NMD pathways is substantially higher than that captured by RNA-Seq. Our EJC RIPiT-Seq also definitively demonstrates that the splicing machinery itself has no ability to detect reading frame. We identified thousands of previously unannotated splicing events; while many can be attributed to “splicing noise”, others are evolutionarily-conserved events that produce new AS-NMD isoforms likely involved in maintenance of protein homeostasis. Several of these occur in genes whose overexpression has been linked to poor cancer prognosis. Conclusions: Deep sequencing of RNAs in post-splicing, pre-translational mRNPs provides a means to identify and quantify splicing events without the confounding influence of differential mRNA decay. For many known AS-NMD targets, the NMD-linked AS pathway predominates. EJC RIPiT-Seq also enabled identification of numerous conserved but previously unknown AS-NMD events.
2021-02-19 | GSE150228 | GEO
Project description:We used the nanopore Cas9 targeted sequencing (nCATS) strategy to specifically sequence 125 L1HS-containing loci in parallel and measure their DNA methylation levels using nanopore long-read sequencing. Each targeted locus is sequenced at high coverage (~45X) with unambiguously mapped reads spanning the entire L1 element, as well as its flanking sequences over several kilobases. The genome-wide profile of L1 methylation was also assessed by bs-ATLAS-seq in the same cell lines (E-MTAB-10895).
2023-09-22 | E-MTAB-12247 | biostudies-arrayexpress
Project description:Eukaryotic genes often generate a variety of RNA isoforms that can lead to functionally distinct protein variants. The synthesis and stability of RNA isoforms is however poorly characterized. The reason for this is that current methods to quantify RNA metabolism use short-read sequencing that cannot detect RNA isoforms. Here we present nanopore sequencing-based Isoform Dynamics (nano-ID), a method that detects newly synthesized RNA isoforms and monitors isoform metabolism. nano-ID combines metabolic RNA labeling, long-read nanopore sequencing of native RNA molecules and machine learning. nano-ID derived RNA stability estimates enable a distinctive evaluation of stability determining factors such as sequence, poly(A)-tail length, RNA secondary structure, translation efficiency and RNA binding proteins. Application of nano-ID to the heat shock response in human cells reveals that many RNA isoforms change their stability. nano-ID also shows that the metabolism of individual RNA isoforms differs strongly from that estimated for the combined RNA signal at a specific gene locus. nano-ID enables studies of RNA metabolism on the level of single RNA molecules and isoforms in different cell states and conditions.
2020-05-06 | GSE127890 | GEO
Project description:Two core factors of the NMD machinery in D. melanogaster, Upf1 and Upf2, were knocked down using RNAi, as described in Rehwinkel et al. (2005) RNA, PMID: 16199763. Each of the two knockdowns were compared to mock RNAi knockdowns as described in Blanchette et al. (2005) Genes Dev, PMID: 15937219 in a dual channel experiment, using a custom splice-junction microarray design, see Blanchette et al. (2005), PMID: 15937219. The aim of the experiment was to identify which isoforms of alternatively spliced genes were affected by NMD knockdown and thereby gain insight into the NMD mechanism in Drosophila. The samples were hybridized in a dual channel setup, to custom designed Splice-Junction arrays manufactured by Agilent.
2009-06-03 | GSE13532 | GEO
Project description:Resistance to chemotherapy is the most common cause of treatment failure in acute myeloid leukemia and the drug efflux pump ABCB1 is a critical mediator. Here we demonstrate that in vitro daunorubicin exposure can induce activating ABCB1 promoter translocations in human myeloid cells, similar to those recently described in recurrent high-grade serous ovarian and breast cancer. We then develop a targeted nanopore sequencing approach that enables efficient identification of ABCB1 structural variants in high-grade serous ovarian cancer. Finally, we confirm that ABCB1high cases of relapsed AML are not characterized by ABCB1 promoter translocations but instead show high-level activity of native promoters, consistent with endogenous regulation.
2020-10-22 | GSE159324 | GEO
Project description:Long-read nanopore sequencing is capable of continuously reading thousands of base pairs. Here, we report the application of nanopore sequencing technology for analysing hypoxia-specific transcriptomes in normal liver and liver cancer cell lines, which help us to better understand the mechanism of cell survival and metastasis under hypoxia. We conducted transcriptomic sequencing of normal liver and liver cancer cell lines under normoxia or hypoxia, founding that long-read sequencing could detect thousands of hypoxia-specific isoforms and unannotated novel genes. At the cellular level, we have verified that the novel gene 644 is most up-regulated novel gene under hypoxic conditions. We observed that the novel gene 644 possesses classical mRNA characteristics, with its CDS region encoding 91 amino acids. Through protein structure predictions, we discovered that the novel gene 644 contains a transmembrane domain. Experimental validation confirmed that the novel gene 644 is a membrane protein, and knockdown of the novel gene 644 significantly suppresses the proliferative capacity of liver cancer cells under hypoxic conditions. Furthermore, we revealed the protein structure alteration of hypoxia specific isoforms with molecular dynamics simulation. The results indicate that our hypoxic dataset can serve as a foundation for the structural simulation of hypoxic-specific proteins. In summary, we have presented a hypoxic-specific third-generation sequencing dataset for further analysis, which provides sufficient details on cellular transcriptomes and is particularly valuable for understanding the survival and metastasis of tumor under hypoxic conditions. From this dataset, we have validated the importance of novel gene 644 for tumor survival under hypoxia and identified alterations in hypoxic-specific protein structures. These discoveries can bring us new knowledge about hypoxia, leading to the identification of potential tumor treatment targets and biomarkers.
2024-05-28 | GSE263126 | GEO