Dataset Information

MicroRNA binding sites in C. elegans 3' UTRs.

ABSTRACT: MicroRNAs (miRNAs) are post-transcriptional regulators of gene expression. Since the discovery of lin-4, the founding member of the miRNA family, over 360 miRNAs have been identified for Caenorhabditis elegans (C. elegans). Prediction and validation of targets are essential for elucidation of regulatory functions of these miRNAs. For C. elegans, crosslinking immunoprecipitation (CLIP) has been successfully performed for the identification of target mRNA sequences bound by Argonaute protein ALG-1. In addition, reliable annotation of the 3' untranslated regions (3' UTRs) as well as developmental stage-specific expression profiles for both miRNAs and 3' UTR isoforms are available. By utilizing these data, we developed statistical models and bioinformatics tools for both transcriptome-scale and developmental stage-specific predictions of miRNA binding sites in C. elegans 3' UTRs. In performance evaluation via cross validation on the ALG-1 CLIP data, the models were found to offer major improvements over established algorithms for predicting both seed sites and seedless sites. In particular, our top-ranked predictions have a substantially higher true positive rate, suggesting a much higher likelihood of positive experimental validation. A gene ontology analysis of stage-specific predictions suggests that miRNAs are involved in dynamic regulation of biological functions during C. elegans development. In particular, miRNAs preferentially target genes related to development, cell cycle, trafficking, and cell signaling processes. A database for both transcriptome-scale and stage-specific predictions and software for implementing the prediction models are available through the Sfold web server at http://sfold.wadsworth.org.

SUBMITTER: Liu C

PROVIDER: S-EPMC4156501 | biostudies-literature | 2014

REPOSITORIES: biostudies-literature

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MicroRNA binding sites in C. elegans 3' UTRs.

Liu Chaochun C Rennie William A WA Mallick Bibekanand B Kanoria Shaveta S Long Dang D Wolenc Adam A Carmack C Steven CS Ding Ye Y

RNA biology 20140425 6

MicroRNAs (miRNAs) are post-transcriptional regulators of gene expression. Since the discovery of lin-4, the founding member of the miRNA family, over 360 miRNAs have been identified for Caenorhabditis elegans (C. elegans). Prediction and validation of targets are essential for elucidation of regulatory functions of these miRNAs. For C. elegans, crosslinking immunoprecipitation (CLIP) has been successfully performed for the identification of target mRNA sequences bound by Argonaute protein ALG-1 ...[more]

PMID: 24827614

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Project description:Transposable elements are powerful agents of evolution that can diversify transcriptional programs by distributing transcription factor DNA-binding sites throughout genomes. To investigate the extent that transposable elements provide transcription factor-binding motifs in Caenorhabditis elegans, we determined the genomic positions of DNA-binding motifs for 201 different transcription factors. Surprisingly, we found that almost all examined transcription factors have binding motifs that reside within transposable elements, and all types of transposable elements have at least 1 instance of a transcription factor motif, demonstrating that transposable elements provide previously unappreciated numbers of transcription factor-binding motifs to the C. elegans genome. After determining the occurrence of transcription factor motifs in transposable elements relative to the rest of the genome, we identified DNA-binding motifs for 45 different transcription factors that are greater than 20-fold enriched within transposable elements compared to what would be expected by chance. Consistent with potential functional roles for these transposable element-enriched transcription factor-binding sequences, we determined that all transcription factor motif types found in transposable elements have instances of residing within accessible chromatin sites associated with transcription factor binding. The overwhelming majority of transcription factor-binding motifs located within transposable elements associate with their cognate transcription factors, suggesting extensive binding of transcription factors to sequences within transposable elements. In addition, transposable elements with accessible or transcription factor-bound motifs reside in the putative promoter regions of approximately 12% of all protein-coding genes, providing widespread possibilities for influencing gene expression. This work represents the first comprehensive analysis of transposable element-transcription factor interactions in C. elegans and demonstrates that transposable element-provided transcription factor-binding sites are prevalent in this important model organism.

Dataset Information

MicroRNA binding sites in C. elegans 3' UTRs.

Publications

MicroRNA binding sites in C. elegans 3' UTRs.

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