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...
Autores principales: | , , , |
---|---|
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 |