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Quantifying the arms race between LINE-1 and KRAB-zinc finger genes through TECookbook

To defend against the invasion of transposons, hundreds of KRAB-zinc finger genes (ZNFs) evolved to recognize and silence various repeat families specifically. However, most repeat elements reside in the human genome with high copy numbers, making the ChIP-seq reads of ZNFs targeting these repeats p...

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Detalles Bibliográficos
Autor principal: Zuo, Zheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480687/
https://www.ncbi.nlm.nih.gov/pubmed/37680368
http://dx.doi.org/10.1093/nargab/lqad078
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author Zuo, Zheng
author_facet Zuo, Zheng
author_sort Zuo, Zheng
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description To defend against the invasion of transposons, hundreds of KRAB-zinc finger genes (ZNFs) evolved to recognize and silence various repeat families specifically. However, most repeat elements reside in the human genome with high copy numbers, making the ChIP-seq reads of ZNFs targeting these repeats predominantly multi-mapping reads. This complicates downstream data analysis and signal quantification. To better visualize and quantify the arms race between transposons and ZNFs, the R package TECookbook has been developed to lift ChIP-seq data into reference repeat coordinates with proper normalization and extract all putative ZNF binding sites from defined loci of reference repeats for downstream analysis. In conjunction with specificity profiles derived from in vitro Spec-seq data, human ZNF10 has been found to bind to a conserved ORF2 locus of selected LINE-1 subfamilies. This provides insight into how LINE-1 evaded capture at least twice and was subsequently recaptured by ZNF10 during evolutionary history. Through similar analyses, ZNF382 and ZNF248 were shown to be broad-spectrum LINE-1 binders. Overall, this work establishes a general analysis workflow to decipher the arms race between ZNFs and transposons through nucleotide substitutions rather than structural variations, particularly in the protein-coding region of transposons.
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spelling pubmed-104806872023-09-07 Quantifying the arms race between LINE-1 and KRAB-zinc finger genes through TECookbook Zuo, Zheng NAR Genom Bioinform Application Notes To defend against the invasion of transposons, hundreds of KRAB-zinc finger genes (ZNFs) evolved to recognize and silence various repeat families specifically. However, most repeat elements reside in the human genome with high copy numbers, making the ChIP-seq reads of ZNFs targeting these repeats predominantly multi-mapping reads. This complicates downstream data analysis and signal quantification. To better visualize and quantify the arms race between transposons and ZNFs, the R package TECookbook has been developed to lift ChIP-seq data into reference repeat coordinates with proper normalization and extract all putative ZNF binding sites from defined loci of reference repeats for downstream analysis. In conjunction with specificity profiles derived from in vitro Spec-seq data, human ZNF10 has been found to bind to a conserved ORF2 locus of selected LINE-1 subfamilies. This provides insight into how LINE-1 evaded capture at least twice and was subsequently recaptured by ZNF10 during evolutionary history. Through similar analyses, ZNF382 and ZNF248 were shown to be broad-spectrum LINE-1 binders. Overall, this work establishes a general analysis workflow to decipher the arms race between ZNFs and transposons through nucleotide substitutions rather than structural variations, particularly in the protein-coding region of transposons. Oxford University Press 2023-09-06 /pmc/articles/PMC10480687/ /pubmed/37680368 http://dx.doi.org/10.1093/nargab/lqad078 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Application Notes
Zuo, Zheng
Quantifying the arms race between LINE-1 and KRAB-zinc finger genes through TECookbook
title Quantifying the arms race between LINE-1 and KRAB-zinc finger genes through TECookbook
title_full Quantifying the arms race between LINE-1 and KRAB-zinc finger genes through TECookbook
title_fullStr Quantifying the arms race between LINE-1 and KRAB-zinc finger genes through TECookbook
title_full_unstemmed Quantifying the arms race between LINE-1 and KRAB-zinc finger genes through TECookbook
title_short Quantifying the arms race between LINE-1 and KRAB-zinc finger genes through TECookbook
title_sort quantifying the arms race between line-1 and krab-zinc finger genes through tecookbook
topic Application Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480687/
https://www.ncbi.nlm.nih.gov/pubmed/37680368
http://dx.doi.org/10.1093/nargab/lqad078
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