Dataset Information

TeXP: Deconvolving the effects of pervasive and autonomous transcription of transposable elements.

ABSTRACT: The Long interspersed nuclear element 1 (LINE-1) is a primary source of genetic variation in humans and other mammals. Despite its importance, LINE-1 activity remains difficult to study because of its highly repetitive nature. Here, we developed and validated a method called TeXP to gauge LINE-1 activity accurately. TeXP builds mappability signatures from LINE-1 subfamilies to deconvolve the effect of pervasive transcription from autonomous LINE-1 activity. In particular, it apportions the multiple reads aligned to the many LINE-1 instances in the genome into these two categories. Using our method, we evaluated well-established cell lines, cell-line compartments and healthy tissues and found that the vast majority (91.7%) of transcriptome reads overlapping LINE-1 derive from pervasive transcription. We validated TeXP by independently estimating the levels of LINE-1 autonomous transcription using ddPCR, finding high concordance. Next, we applied our method to comprehensively measure LINE-1 activity across healthy somatic cells, while backing out the effect of pervasive transcription. Unexpectedly, we found that LINE-1 activity is present in many normal somatic cells. This finding contrasts with earlier studies showing that LINE-1 has limited activity in healthy somatic tissues, except for neuroprogenitor cells. Interestingly, we found that the amount of LINE-1 activity was associated with the with the amount of cell turnover, with tissues with low cell turnover rates (e.g. the adult central nervous system) showing lower LINE-1 activity. Altogether, our results show how accounting for pervasive transcription is critical to accurately quantify the activity of highly repetitive regions of the human genome.

SUBMITTER: Navarro FC

PROVIDER: S-EPMC6715295 | biostudies-literature | 2019 Aug

REPOSITORIES: biostudies-literature

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TeXP: Deconvolving the effects of pervasive and autonomous transcription of transposable elements.

Navarro Fabio Cp FC Hoops Jacob J Bellfy Lauren L Cerveira Eliza E Zhu Qihui Q Zhang Chengsheng C Lee Charles C Gerstein Mark B MB

PLoS computational biology 20190819 8

The Long interspersed nuclear element 1 (LINE-1) is a primary source of genetic variation in humans and other mammals. Despite its importance, LINE-1 activity remains difficult to study because of its highly repetitive nature. Here, we developed and validated a method called TeXP to gauge LINE-1 activity accurately. TeXP builds mappability signatures from LINE-1 subfamilies to deconvolve the effect of pervasive transcription from autonomous LINE-1 activity. In particular, it apportions the multi ...[more]

PMID: 31425522

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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

TeXP: Deconvolving the effects of pervasive and autonomous transcription of transposable elements.

Publications

TeXP: Deconvolving the effects of pervasive and autonomous transcription of transposable elements.

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