Cargando…
Comprehensive characterization of tissue-specific chromatin accessibility in L2 Caenorhabditis elegans nematodes
Recently developed single-cell technologies allow researchers to characterize cell states at ever greater resolution and scale. Caenorhabditis elegans is a particularly tractable system for studying development, and recent single-cell RNA-seq studies characterized the gene expression patterns for ne...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494234/ https://www.ncbi.nlm.nih.gov/pubmed/33888511 http://dx.doi.org/10.1101/gr.271791.120 |
_version_ | 1784579268114644992 |
---|---|
author | Durham, Timothy J. Daza, Riza M. Gevirtzman, Louis Cusanovich, Darren A. Bolonduro, Olubusayo Noble, William Stafford Shendure, Jay Waterston, Robert H. |
author_facet | Durham, Timothy J. Daza, Riza M. Gevirtzman, Louis Cusanovich, Darren A. Bolonduro, Olubusayo Noble, William Stafford Shendure, Jay Waterston, Robert H. |
author_sort | Durham, Timothy J. |
collection | PubMed |
description | Recently developed single-cell technologies allow researchers to characterize cell states at ever greater resolution and scale. Caenorhabditis elegans is a particularly tractable system for studying development, and recent single-cell RNA-seq studies characterized the gene expression patterns for nearly every cell type in the embryo and at the second larval stage (L2). Gene expression patterns give insight about gene function and into the biochemical state of different cell types; recent advances in other single-cell genomics technologies can now also characterize the regulatory context of the genome that gives rise to these gene expression levels at a single-cell resolution. To explore the regulatory DNA of individual cell types in C. elegans, we collected single-cell chromatin accessibility data using the sci-ATAC-seq assay in L2 larvae to match the available single-cell RNA-seq data set. By using a novel implementation of the latent Dirichlet allocation algorithm, we identify 37 clusters of cells that correspond to different cell types in the worm, providing new maps of putative cell type–specific gene regulatory sites, with promise for better understanding of cellular differentiation and gene regulation. |
format | Online Article Text |
id | pubmed-8494234 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-84942342021-10-07 Comprehensive characterization of tissue-specific chromatin accessibility in L2 Caenorhabditis elegans nematodes Durham, Timothy J. Daza, Riza M. Gevirtzman, Louis Cusanovich, Darren A. Bolonduro, Olubusayo Noble, William Stafford Shendure, Jay Waterston, Robert H. Genome Res Resource Recently developed single-cell technologies allow researchers to characterize cell states at ever greater resolution and scale. Caenorhabditis elegans is a particularly tractable system for studying development, and recent single-cell RNA-seq studies characterized the gene expression patterns for nearly every cell type in the embryo and at the second larval stage (L2). Gene expression patterns give insight about gene function and into the biochemical state of different cell types; recent advances in other single-cell genomics technologies can now also characterize the regulatory context of the genome that gives rise to these gene expression levels at a single-cell resolution. To explore the regulatory DNA of individual cell types in C. elegans, we collected single-cell chromatin accessibility data using the sci-ATAC-seq assay in L2 larvae to match the available single-cell RNA-seq data set. By using a novel implementation of the latent Dirichlet allocation algorithm, we identify 37 clusters of cells that correspond to different cell types in the worm, providing new maps of putative cell type–specific gene regulatory sites, with promise for better understanding of cellular differentiation and gene regulation. Cold Spring Harbor Laboratory Press 2021-10 /pmc/articles/PMC8494234/ /pubmed/33888511 http://dx.doi.org/10.1101/gr.271791.120 Text en © 2021 Durham et al.; Published by Cold Spring Harbor Laboratory Press https://creativecommons.org/licenses/by/4.0/This article, published in Genome Research, is available under a Creative Commons License (Attribution 4.0 International), as described at http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Resource Durham, Timothy J. Daza, Riza M. Gevirtzman, Louis Cusanovich, Darren A. Bolonduro, Olubusayo Noble, William Stafford Shendure, Jay Waterston, Robert H. Comprehensive characterization of tissue-specific chromatin accessibility in L2 Caenorhabditis elegans nematodes |
title | Comprehensive characterization of tissue-specific chromatin accessibility in L2 Caenorhabditis elegans nematodes |
title_full | Comprehensive characterization of tissue-specific chromatin accessibility in L2 Caenorhabditis elegans nematodes |
title_fullStr | Comprehensive characterization of tissue-specific chromatin accessibility in L2 Caenorhabditis elegans nematodes |
title_full_unstemmed | Comprehensive characterization of tissue-specific chromatin accessibility in L2 Caenorhabditis elegans nematodes |
title_short | Comprehensive characterization of tissue-specific chromatin accessibility in L2 Caenorhabditis elegans nematodes |
title_sort | comprehensive characterization of tissue-specific chromatin accessibility in l2 caenorhabditis elegans nematodes |
topic | Resource |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494234/ https://www.ncbi.nlm.nih.gov/pubmed/33888511 http://dx.doi.org/10.1101/gr.271791.120 |
work_keys_str_mv | AT durhamtimothyj comprehensivecharacterizationoftissuespecificchromatinaccessibilityinl2caenorhabditiselegansnematodes AT dazarizam comprehensivecharacterizationoftissuespecificchromatinaccessibilityinl2caenorhabditiselegansnematodes AT gevirtzmanlouis comprehensivecharacterizationoftissuespecificchromatinaccessibilityinl2caenorhabditiselegansnematodes AT cusanovichdarrena comprehensivecharacterizationoftissuespecificchromatinaccessibilityinl2caenorhabditiselegansnematodes AT bolonduroolubusayo comprehensivecharacterizationoftissuespecificchromatinaccessibilityinl2caenorhabditiselegansnematodes AT noblewilliamstafford comprehensivecharacterizationoftissuespecificchromatinaccessibilityinl2caenorhabditiselegansnematodes AT shendurejay comprehensivecharacterizationoftissuespecificchromatinaccessibilityinl2caenorhabditiselegansnematodes AT waterstonroberth comprehensivecharacterizationoftissuespecificchromatinaccessibilityinl2caenorhabditiselegansnematodes |