RegSNPs-intron: a computational framework for predicting pathogenic impact of intronic single nucleotide variants
Ontology highlight
ABSTRACT:
ORGANISM(S): synthetic construct Homo sapiens
PROVIDER: GSE138130 | GEO | 2019/09/30
REPOSITORIES: GEO
Similar Datasets
Project description:Background: The presence of nuclear mitochondrial DNA (numtDNA) has been reported within several nuclear genomes. Next to mitochondrial protein coding genes, numtDNA sequences also encode for mitochondrial tRNA genes. However, the biological roles of numtDNA, remain elusive. Results: Employing in silico analysis we identify 281 mitochondrial tRNA homologs in the human genome, which we term nimtRNAs (nuclear intronic mitochondrial-derived tRNAs), being contained within introns of 76 nuclear host genes. Despite base changes in nimtRNAs when compared to their mtRNA homologs, a canonical tRNA cloverleaf structure is maintained. To address potential functions of intronic nimtRNAs, we insert them into introns of constitutive and alternative splicing reporters and demonstrate that nimtRNAs promote pre-mRNA splicing, dependent on number and positioning of nimtRNA genes and splice site recognition efficiency. A mutational analysis reveals that the nimtRNA cloverleaf structure is required for the observed splicing increase. Utilizing a CRISPR/Cas9 approach we show that a partial deletion of a single endogenous nimtRNALys within intron 28 of the PPFIBP1 gene decreases inclusion of the downstream located exon 29 of the PPFIBP1 mRNA. By employing a pull-down approach followed by mass spectrometry, a 3’-splice site associated protein network is identified, including KHDRBS1, which we show directly interacts with nimtRNATyr by an electrophoretic mobility shift assay. Conclusions: We propose that nimtRNAs, along with associated protein factors, can act as a novel class of intronic splicing regulatory elements in the human genome by participating in the regulation of splicing.
2020-10-28 | PXD022204 | Pride
Project description:RegSNPs-intron: a computational framework for predicting pathogenic impact of intronic single nucleotide variants
| PRJNA574846 | ENA
Project description:Most clinical diagnostic settings and genomic research focus almost exclusively on coding regions and essential splice sites, mostly ignoring non-coding variants. Indeed, the investigation of intronic mis-splicing variants interpreting mechanisms to disease-associated splicing events requires both genomic and transcriptomic data. Unfortunately, there are not many datasets where both are available, leading to the understanding of intronic variants in diseases full of gaps. In this study, we present for the first time a full-length single nuclei RNA-sequencing (snRNA-Seq) approach improving the proper investigation of pathogenic mis-splicing intronic variants in pancreatic cancer showing its contribution to abnormal splicing changes and their transcriptional effects. Finally, we discuss the demands of further machine learning-based methods to process the growing number of single cell data and to enhance the precision and recall.
2024-05-10 | GSE229006 | GEO
Project description:Most clinical diagnostic settings and genomic research focus almost exclusively on coding regions and essential splice sites, mostly ignoring non-coding variants. Indeed, the investigation of intronic mis-splicing variants interpreting mechanisms to disease-associated splicing events requires both genomic and transcriptomic data. Unfortunately, there are not many datasets where both are available, leading to the understanding of intronic variants in diseases full of gaps. In this study, we present for the first time a full-length single nuclei RNA-sequencing (snRNA-Seq) approach improving the proper investigation of pathogenic mis-splicing intronic variants in pancreatic cancer showing its contribution to abnormal splicing changes and their transcriptional effects. Finally, we discuss the demands of further machine learning-based methods to process the growing number of single cell data and to enhance the precision and recall.
2024-05-08 | GSE228844 | GEO
Project description:To compare nuclear and cytoplasmic RNA from a single cell type, free of cross-contamination, we studied the oocyte of the frog Xenopus tropicalis, a giant cell with an equally giant nucleus. We isolated RNA from manually dissected nuclei and cytoplasm of mature oocytes and subjected it to deep sequencing. Cytoplasmic mRNA 10 consisted primarily of spliced exons derived from ~6700 annotated genes. Nearly all of these genes were represented in the nucleus by intronic sequences. However, unspliced nascent transcripts were not detected. Inhibition of transcription or splicing for 1M-bM-^@M-^S2 d had little or no effect on the abundance of nuclear intronic sequences, demonstrating that they are unusually stable. RTM-bM-^@M-^SPCR analysis showed that these stable intronic sequences are transcribed from the coding strand and that a given intron can be processed into more than one 15 molecule. Stable intronic sequence RNA (sisRNA) from the oocyte nucleus constitutes a new class of noncoding RNA. sisRNA is detectable by RTM-bM-^@M-^SPCR in samples of total RNA from embryos up to the mid-blastula stage, when zygotic transcription begins. Storage of sisRNA in the oocyte nucleus and its transmission to the developing embryo suggest that it may play important regulatory roles during oogenesis and/or early embryogenesis. The individual germinal vesicle (GV) samples' log2 signals were compared pairwise with those from enucleated oocytes.
2012-11-26 | E-GEOD-41530 | biostudies-arrayexpress
Project description:Both canonical and alternative splicing of RNAs is governed by intronic sequence elements and produces transient lariat structures fastened by branch-points within introns. To map precisely the location of branch-points on a genomic scale, we developed LaSSO (Lariat Sequence Site Origin), a data-driven algorithm which utilizes RNA-seq data. Using fission yeast cells lacking the debranching enzyme Dbr1, LaSSO not only accurately identified canonical splicing events, but also pinpointed novel, but rare, exon-skipping events, which may reflect aberrantly spliced transcripts. Compromised intron turnover perturbed gene regulation at multiple levels, including splicing and protein translation. Notably, Dbr1 function was also critical for the expression of mitochondrial genes, and for the processing of self-spliced mitochondrial introns. LaSSO showed better sensitivity and accuracy than algorithms used for computational branch-point prediction or for empirical branch-point determination. Even when applied to a human data set acquired in the presence of debranching activity, LaSSO identified both canonical and exon skipping branch-points. LaSSO thus provides an effective, accurate and unbiased approach for defining high-resolution maps of branch-site sequences and intronic elements on a genomic scale. LaSSO should be useful to validate introns and uncover branch-point sequences in any eukaryote, and it could be integrated to RNA-seq pipelines. Interrogation of the S. pombe transcriptome using rRNA depleted strand specific RNA sequencing (Illumina HiSeq 2000) in wild type and dbr1.M-NM-^T cultures. A total of 4 samples were analyzed: two biological repeates of wild-type strain and two biological repeats of dbr1.M-NM-^T
2014-03-18 | E-GEOD-50246 | biostudies-arrayexpress
Project description:High density yeast tiling array reveals new introns and extensive meiotic splicing regulation. Knowing gene structure is vital to understanding gene function, and accurate genome annotation is essential for understanding cellular function. To this end, we have developed an assay for genome-wide mapping of introns in Saccharomyces cerevisiae. Using high-density tiling arrays we compared wild type yeast to a mutant deficient for intron degradation. Our method identified 76% of the known introns, verified the existence of an additional 18 predicted introns, and revealed six new introns. Furthermore, we discovered that all 13 meiosis-specific intronic yeast genes undergo regulated splicing, which provides post-transcriptional regulation of the genes involved in yeast cell differentiation. Moreover, we found that >10% of intronic genes in yeast are incompletely spliced during exponential growth in rich media, suggesting that meiosis is not the only cellular function regulated by splicing. The method provides a clear snapshot of the spliced transcriptome in yeast. Our tiling array assay can be used to explore a variety of cellular environments and should be readily adaptable to the study of other organisms including humans.
2007-01-29 | E-MEXP-919 | biostudies-arrayexpress
Project description:Approximately half of all microRNAs reside within intronic regions and are often co-transcribed with their host genes. However, most studies on intronic microRNAs focus on individual microRNAs, and conversely most studies on protein-coding and non-coding genes frequently ignore any intron-derived microRNAs. We hypothesize that the individual components of such multi-genic loci may play cooperative or competing roles in driving disease progression, and that examining the combinatorial effect of these components would uncover deeper insights into their functional importance. To address this, we perform systematic analyses of intronic microRNA:host loci in colon cancer. We observe that the FTX locus, comprising of a long non-coding RNA FTX and multiple intronic microRNAs, is highly upregulated in cancer and demonstrate that cooperativity within this multi-component locus promotes cancer growth. In addition, we show that FTX interacts with DHX9 and DICER and delineate its novel roles in regulating A-to-I RNA editing and microRNA expression. These results show for the first time that a long non-coding RNA can regulate A-to-I RNA editing, further expanding the functional repertoire of long non-coding RNAs. We further demonstrate the inhibitory effects of intronic miR-374b and -545 on the tumor suppressors PTEN and RIG-I to enhance the proto-oncogenic PI3K-AKT signaling. Finally, we show that intronic miR-421 may exert an autoregulatory effect on miR-374b and -545. Taken together, our data unveil the intricate interplay between intronic microRNAs and their host transcripts in the modulation of key signaling pathways and disease progression, adding new perspectives to the functional landscape of multi-genic loci.
2021-01-05 | PXD021823 | Pride
Project description:Both canonical and alternative splicing of RNAs is governed by intronic sequence elements and produces transient lariat structures fastened by branch-points within introns. To map precisely the location of branch-points on a genomic scale, we developed LaSSO (Lariat Sequence Site Origin), a data-driven algorithm which utilizes RNA-seq data. Using fission yeast cells lacking the debranching enzyme Dbr1, LaSSO not only accurately identified canonical splicing events, but also pinpointed novel, but rare, exon-skipping events, which may reflect aberrantly spliced transcripts. Compromised intron turnover perturbed gene regulation at multiple levels, including splicing and protein translation. Notably, Dbr1 function was also critical for the expression of mitochondrial genes, and for the processing of self-spliced mitochondrial introns. LaSSO showed better sensitivity and accuracy than algorithms used for computational branch-point prediction or for empirical branch-point determination. Even when applied to a human data set acquired in the presence of debranching activity, LaSSO identified both canonical and exon skipping branch-points. LaSSO thus provides an effective, accurate and unbiased approach for defining high-resolution maps of branch-site sequences and intronic elements on a genomic scale. LaSSO should be useful to validate introns and uncover branch-point sequences in any eukaryote, and it could be integrated to RNA-seq pipelines.
2014-03-18 | GSE50246 | GEO
Project description:To compare nuclear and cytoplasmic RNA from a single cell type, free of cross-contamination, we studied the oocyte of the frog Xenopus tropicalis, a giant cell with an equally giant nucleus. We isolated RNA from manually dissected nuclei and cytoplasm of mature oocytes and subjected it to deep sequencing. Cytoplasmic mRNA 10 consisted primarily of spliced exons derived from ~6700 annotated genes. Nearly all of these genes were represented in the nucleus by intronic sequences. However, unspliced nascent transcripts were not detected. Inhibition of transcription or splicing for 1–2 d had little or no effect on the abundance of nuclear intronic sequences, demonstrating that they are unusually stable. RT–PCR analysis showed that these stable intronic sequences are transcribed from the coding strand and that a given intron can be processed into more than one 15 molecule. Stable intronic sequence RNA (sisRNA) from the oocyte nucleus constitutes a new class of noncoding RNA. sisRNA is detectable by RT–PCR in samples of total RNA from embryos up to the mid-blastula stage, when zygotic transcription begins. Storage of sisRNA in the oocyte nucleus and its transmission to the developing embryo suggest that it may play important regulatory roles during oogenesis and/or early embryogenesis.
2012-11-26 | GSE41530 | GEO