Cargando…

Identification of putative enhancer-like elements predicts regulatory networks active in planarian adult stem cells

Planarians have become an established model system to study regeneration and stem cells, but the regulatory elements in the genome remain almost entirely undescribed. Here, by integrating epigenetic and expression data we use multiple sources of evidence to predict enhancer elements active in the ad...

Descripción completa

Detalles Bibliográficos
Autores principales: Neiro, Jakke, Sridhar, Divya, Dattani, Anish, Aboobaker, Aziz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9522251/
https://www.ncbi.nlm.nih.gov/pubmed/35997250
http://dx.doi.org/10.7554/eLife.79675
_version_ 1784800022815047680
author Neiro, Jakke
Sridhar, Divya
Dattani, Anish
Aboobaker, Aziz
author_facet Neiro, Jakke
Sridhar, Divya
Dattani, Anish
Aboobaker, Aziz
author_sort Neiro, Jakke
collection PubMed
description Planarians have become an established model system to study regeneration and stem cells, but the regulatory elements in the genome remain almost entirely undescribed. Here, by integrating epigenetic and expression data we use multiple sources of evidence to predict enhancer elements active in the adult stem cell populations that drive regeneration. We have used ChIP-seq data to identify genomic regions with histone modifications consistent with enhancer activity, and ATAC-seq data to identify accessible chromatin. Overlapping these signals allowed for the identification of a set of high-confidence candidate enhancers predicted to be active in planarian adult stem cells. These enhancers are enriched for predicted transcription factor (TF) binding sites for TFs and TF families expressed in planarian adult stem cells. Footprinting analyses provided further evidence that these potential TF binding sites are likely to be occupied in adult stem cells. We integrated these analyses to build testable hypotheses for the regulatory function of TFs in stem cells, both with respect to how pluripotency might be regulated, and to how lineage differentiation programs are controlled. We found that our predicted GRNs were independently supported by existing TF RNAi/RNA-seq datasets, providing further evidence that our work predicts active enhancers that regulate adult stem cells and regenerative mechanisms.
format Online
Article
Text
id pubmed-9522251
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher eLife Sciences Publications, Ltd
record_format MEDLINE/PubMed
spelling pubmed-95222512022-09-30 Identification of putative enhancer-like elements predicts regulatory networks active in planarian adult stem cells Neiro, Jakke Sridhar, Divya Dattani, Anish Aboobaker, Aziz eLife Developmental Biology Planarians have become an established model system to study regeneration and stem cells, but the regulatory elements in the genome remain almost entirely undescribed. Here, by integrating epigenetic and expression data we use multiple sources of evidence to predict enhancer elements active in the adult stem cell populations that drive regeneration. We have used ChIP-seq data to identify genomic regions with histone modifications consistent with enhancer activity, and ATAC-seq data to identify accessible chromatin. Overlapping these signals allowed for the identification of a set of high-confidence candidate enhancers predicted to be active in planarian adult stem cells. These enhancers are enriched for predicted transcription factor (TF) binding sites for TFs and TF families expressed in planarian adult stem cells. Footprinting analyses provided further evidence that these potential TF binding sites are likely to be occupied in adult stem cells. We integrated these analyses to build testable hypotheses for the regulatory function of TFs in stem cells, both with respect to how pluripotency might be regulated, and to how lineage differentiation programs are controlled. We found that our predicted GRNs were independently supported by existing TF RNAi/RNA-seq datasets, providing further evidence that our work predicts active enhancers that regulate adult stem cells and regenerative mechanisms. eLife Sciences Publications, Ltd 2022-08-23 /pmc/articles/PMC9522251/ /pubmed/35997250 http://dx.doi.org/10.7554/eLife.79675 Text en © 2022, Neiro et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Developmental Biology
Neiro, Jakke
Sridhar, Divya
Dattani, Anish
Aboobaker, Aziz
Identification of putative enhancer-like elements predicts regulatory networks active in planarian adult stem cells
title Identification of putative enhancer-like elements predicts regulatory networks active in planarian adult stem cells
title_full Identification of putative enhancer-like elements predicts regulatory networks active in planarian adult stem cells
title_fullStr Identification of putative enhancer-like elements predicts regulatory networks active in planarian adult stem cells
title_full_unstemmed Identification of putative enhancer-like elements predicts regulatory networks active in planarian adult stem cells
title_short Identification of putative enhancer-like elements predicts regulatory networks active in planarian adult stem cells
title_sort identification of putative enhancer-like elements predicts regulatory networks active in planarian adult stem cells
topic Developmental Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9522251/
https://www.ncbi.nlm.nih.gov/pubmed/35997250
http://dx.doi.org/10.7554/eLife.79675
work_keys_str_mv AT neirojakke identificationofputativeenhancerlikeelementspredictsregulatorynetworksactiveinplanarianadultstemcells
AT sridhardivya identificationofputativeenhancerlikeelementspredictsregulatorynetworksactiveinplanarianadultstemcells
AT dattanianish identificationofputativeenhancerlikeelementspredictsregulatorynetworksactiveinplanarianadultstemcells
AT aboobakeraziz identificationofputativeenhancerlikeelementspredictsregulatorynetworksactiveinplanarianadultstemcells