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Protocol to profile snATAC-seq datasets and motif enrichment analysis during zebrafish early embryogenesis
The scarcity of zebrafish-specific motif databases presents a challenge to the analysis of transcription factor (TF) motif within zebrafish single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) data, thus hindering the identification of regulatory elements throughout z...
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Published in: | STAR protocols 2024-12, Vol.5 (4), p.103501, Article 103501 |
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creator | Zhou, Jie Yang, Xueqian Lin, Xiumei Zhao, Kaichen Wang, Xue Dong, Zhiqiang Liu, Chuanyu Liu, Chang |
description | The scarcity of zebrafish-specific motif databases presents a challenge to the analysis of transcription factor (TF) motif within zebrafish single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) data, thus hindering the identification of regulatory elements throughout zebrafish embryonic development. Here, we provide a protocol to analyze single-nucleus chromatin accessibility dataset during zebrafish early embryogenesis. We describe steps for fragment file retrieval, sample integration, quality control, Latent Semantic Indexing (LSI) clustering, and peak calling via ArchR. Crucially, we detail procedures for zebrafish-specific motif database construction, motif enrichment, and TF footprinting analysis.
For complete details on the use and execution of this protocol, please refer to Lin et al.1
[Display omitted]
•Instructions for ArchR package installation and dataset preparation•Procedures to obtain a high-quality snATAC-seq dataset by quality control•Steps for dimensionality reduction, unsupervised clustering, and cell annotation•Codes for zebrafish-specific motif database construction and motif enrichment
Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.
The scarcity of zebrafish-specific motif databases presents a challenge to the analysis of transcription factor (TF) motif within zebrafish single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) data, thus hindering the identification of regulatory elements throughout zebrafish embryonic development. Here, we provide a protocol to analyze single-nucleus chromatin accessibility dataset during zebrafish early embryogenesis. We describe steps for fragment file retrieval, sample integration, quality control, Latent Semantic Indexing (LSI) clustering, and peak calling via ArchR. Crucially, we detail procedures for zebrafish-specific motif database construction, motif enrichment, and TF footprinting analysis. |
doi_str_mv | 10.1016/j.xpro.2024.103501 |
format | article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_474a02b95031497583ffd0109c57c0b3</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S266616672400666X</els_id><doaj_id>oai_doaj_org_article_474a02b95031497583ffd0109c57c0b3</doaj_id><sourcerecordid>3146709628</sourcerecordid><originalsourceid>FETCH-LOGICAL-d2191-b0cd4551114c34a5778785b676f7a1adf6e608ce04abe269571ede713e15fa603</originalsourceid><addsrcrecordid>eNpNkc1u1DAUhS0EolXpC7BAXrLJ4Ov4J5HYjEYUKlWCRVlbjn0zdZTEre1BDE-PhymI1bWOPp9rn0PIW2AbYKA-TJufjyluOOOiCq1k8IJccqVUA0rpl_-dL8h1zhNjjEvgArrX5KLtlQbeiUsyfUuxRBdnWiKthmOYkeZ1e7_dNRmfqLfFZiyZ2tXTJZYwUlxTcA8LrqWKdj7mkKk_pLDu6S8ckh1DfqBo03ykuAzpGPe4YoXekFejnTNeP88r8v3m0_3uS3P39fPtbnvXeA49NANzXkgJAMK1wkqtO93JQWk1agvWjwoV6xwyYQfkqpca0KOGFkGOVrH2ityefX20k3lMYbHpaKIN5o8Q097YVIKb0QgtLONDL1kLoteya8fRM2C9k9qxoa1e789eNZqnA-ZilpAdzrNdMR6yqdeUZr3iXUXfPaOHYUH_b_HfrCvw8Qxg_fyPgMlkF3B16ENCV-rrggFmTu2ayZzaNad2zbnd9jcOn5bf</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3146709628</pqid></control><display><type>article</type><title>Protocol to profile snATAC-seq datasets and motif enrichment analysis during zebrafish early embryogenesis</title><source>ScienceDirect</source><source>Open Access: PubMed Central</source><creator>Zhou, Jie ; Yang, Xueqian ; Lin, Xiumei ; Zhao, Kaichen ; Wang, Xue ; Dong, Zhiqiang ; Liu, Chuanyu ; Liu, Chang</creator><creatorcontrib>Zhou, Jie ; Yang, Xueqian ; Lin, Xiumei ; Zhao, Kaichen ; Wang, Xue ; Dong, Zhiqiang ; Liu, Chuanyu ; Liu, Chang</creatorcontrib><description>The scarcity of zebrafish-specific motif databases presents a challenge to the analysis of transcription factor (TF) motif within zebrafish single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) data, thus hindering the identification of regulatory elements throughout zebrafish embryonic development. Here, we provide a protocol to analyze single-nucleus chromatin accessibility dataset during zebrafish early embryogenesis. We describe steps for fragment file retrieval, sample integration, quality control, Latent Semantic Indexing (LSI) clustering, and peak calling via ArchR. Crucially, we detail procedures for zebrafish-specific motif database construction, motif enrichment, and TF footprinting analysis.
For complete details on the use and execution of this protocol, please refer to Lin et al.1
[Display omitted]
•Instructions for ArchR package installation and dataset preparation•Procedures to obtain a high-quality snATAC-seq dataset by quality control•Steps for dimensionality reduction, unsupervised clustering, and cell annotation•Codes for zebrafish-specific motif database construction and motif enrichment
Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.
The scarcity of zebrafish-specific motif databases presents a challenge to the analysis of transcription factor (TF) motif within zebrafish single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) data, thus hindering the identification of regulatory elements throughout zebrafish embryonic development. Here, we provide a protocol to analyze single-nucleus chromatin accessibility dataset during zebrafish early embryogenesis. We describe steps for fragment file retrieval, sample integration, quality control, Latent Semantic Indexing (LSI) clustering, and peak calling via ArchR. Crucially, we detail procedures for zebrafish-specific motif database construction, motif enrichment, and TF footprinting analysis.</description><identifier>ISSN: 2666-1667</identifier><identifier>EISSN: 2666-1667</identifier><identifier>DOI: 10.1016/j.xpro.2024.103501</identifier><identifier>PMID: 39671284</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>bioinformatics ; developmental biology ; model organisms ; single cell</subject><ispartof>STAR protocols, 2024-12, Vol.5 (4), p.103501, Article 103501</ispartof><rights>2024 The Author(s)</rights><rights>Copyright © 2024 The Author(s). Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0003-2258-0897</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S266616672400666X$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3549,27924,27925,45780</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39671284$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhou, Jie</creatorcontrib><creatorcontrib>Yang, Xueqian</creatorcontrib><creatorcontrib>Lin, Xiumei</creatorcontrib><creatorcontrib>Zhao, Kaichen</creatorcontrib><creatorcontrib>Wang, Xue</creatorcontrib><creatorcontrib>Dong, Zhiqiang</creatorcontrib><creatorcontrib>Liu, Chuanyu</creatorcontrib><creatorcontrib>Liu, Chang</creatorcontrib><title>Protocol to profile snATAC-seq datasets and motif enrichment analysis during zebrafish early embryogenesis</title><title>STAR protocols</title><addtitle>STAR Protoc</addtitle><description>The scarcity of zebrafish-specific motif databases presents a challenge to the analysis of transcription factor (TF) motif within zebrafish single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) data, thus hindering the identification of regulatory elements throughout zebrafish embryonic development. Here, we provide a protocol to analyze single-nucleus chromatin accessibility dataset during zebrafish early embryogenesis. We describe steps for fragment file retrieval, sample integration, quality control, Latent Semantic Indexing (LSI) clustering, and peak calling via ArchR. Crucially, we detail procedures for zebrafish-specific motif database construction, motif enrichment, and TF footprinting analysis.
For complete details on the use and execution of this protocol, please refer to Lin et al.1
[Display omitted]
•Instructions for ArchR package installation and dataset preparation•Procedures to obtain a high-quality snATAC-seq dataset by quality control•Steps for dimensionality reduction, unsupervised clustering, and cell annotation•Codes for zebrafish-specific motif database construction and motif enrichment
Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.
The scarcity of zebrafish-specific motif databases presents a challenge to the analysis of transcription factor (TF) motif within zebrafish single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) data, thus hindering the identification of regulatory elements throughout zebrafish embryonic development. Here, we provide a protocol to analyze single-nucleus chromatin accessibility dataset during zebrafish early embryogenesis. We describe steps for fragment file retrieval, sample integration, quality control, Latent Semantic Indexing (LSI) clustering, and peak calling via ArchR. Crucially, we detail procedures for zebrafish-specific motif database construction, motif enrichment, and TF footprinting analysis.</description><subject>bioinformatics</subject><subject>developmental biology</subject><subject>model organisms</subject><subject>single cell</subject><issn>2666-1667</issn><issn>2666-1667</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpNkc1u1DAUhS0EolXpC7BAXrLJ4Ov4J5HYjEYUKlWCRVlbjn0zdZTEre1BDE-PhymI1bWOPp9rn0PIW2AbYKA-TJufjyluOOOiCq1k8IJccqVUA0rpl_-dL8h1zhNjjEvgArrX5KLtlQbeiUsyfUuxRBdnWiKthmOYkeZ1e7_dNRmfqLfFZiyZ2tXTJZYwUlxTcA8LrqWKdj7mkKk_pLDu6S8ckh1DfqBo03ykuAzpGPe4YoXekFejnTNeP88r8v3m0_3uS3P39fPtbnvXeA49NANzXkgJAMK1wkqtO93JQWk1agvWjwoV6xwyYQfkqpca0KOGFkGOVrH2ityefX20k3lMYbHpaKIN5o8Q097YVIKb0QgtLONDL1kLoteya8fRM2C9k9qxoa1e789eNZqnA-ZilpAdzrNdMR6yqdeUZr3iXUXfPaOHYUH_b_HfrCvw8Qxg_fyPgMlkF3B16ENCV-rrggFmTu2ayZzaNad2zbnd9jcOn5bf</recordid><startdate>20241212</startdate><enddate>20241212</enddate><creator>Zhou, Jie</creator><creator>Yang, Xueqian</creator><creator>Lin, Xiumei</creator><creator>Zhao, Kaichen</creator><creator>Wang, Xue</creator><creator>Dong, Zhiqiang</creator><creator>Liu, Chuanyu</creator><creator>Liu, Chang</creator><general>Elsevier Inc</general><general>Elsevier</general><scope>6I.</scope><scope>AAFTH</scope><scope>NPM</scope><scope>7X8</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-2258-0897</orcidid></search><sort><creationdate>20241212</creationdate><title>Protocol to profile snATAC-seq datasets and motif enrichment analysis during zebrafish early embryogenesis</title><author>Zhou, Jie ; Yang, Xueqian ; Lin, Xiumei ; Zhao, Kaichen ; Wang, Xue ; Dong, Zhiqiang ; Liu, Chuanyu ; Liu, Chang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-d2191-b0cd4551114c34a5778785b676f7a1adf6e608ce04abe269571ede713e15fa603</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>bioinformatics</topic><topic>developmental biology</topic><topic>model organisms</topic><topic>single cell</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhou, Jie</creatorcontrib><creatorcontrib>Yang, Xueqian</creatorcontrib><creatorcontrib>Lin, Xiumei</creatorcontrib><creatorcontrib>Zhao, Kaichen</creatorcontrib><creatorcontrib>Wang, Xue</creatorcontrib><creatorcontrib>Dong, Zhiqiang</creatorcontrib><creatorcontrib>Liu, Chuanyu</creatorcontrib><creatorcontrib>Liu, Chang</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>PubMed</collection><collection>MEDLINE - Academic</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>STAR protocols</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhou, Jie</au><au>Yang, Xueqian</au><au>Lin, Xiumei</au><au>Zhao, Kaichen</au><au>Wang, Xue</au><au>Dong, Zhiqiang</au><au>Liu, Chuanyu</au><au>Liu, Chang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Protocol to profile snATAC-seq datasets and motif enrichment analysis during zebrafish early embryogenesis</atitle><jtitle>STAR protocols</jtitle><addtitle>STAR Protoc</addtitle><date>2024-12-12</date><risdate>2024</risdate><volume>5</volume><issue>4</issue><spage>103501</spage><pages>103501-</pages><artnum>103501</artnum><issn>2666-1667</issn><eissn>2666-1667</eissn><abstract>The scarcity of zebrafish-specific motif databases presents a challenge to the analysis of transcription factor (TF) motif within zebrafish single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) data, thus hindering the identification of regulatory elements throughout zebrafish embryonic development. Here, we provide a protocol to analyze single-nucleus chromatin accessibility dataset during zebrafish early embryogenesis. We describe steps for fragment file retrieval, sample integration, quality control, Latent Semantic Indexing (LSI) clustering, and peak calling via ArchR. Crucially, we detail procedures for zebrafish-specific motif database construction, motif enrichment, and TF footprinting analysis.
For complete details on the use and execution of this protocol, please refer to Lin et al.1
[Display omitted]
•Instructions for ArchR package installation and dataset preparation•Procedures to obtain a high-quality snATAC-seq dataset by quality control•Steps for dimensionality reduction, unsupervised clustering, and cell annotation•Codes for zebrafish-specific motif database construction and motif enrichment
Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.
The scarcity of zebrafish-specific motif databases presents a challenge to the analysis of transcription factor (TF) motif within zebrafish single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) data, thus hindering the identification of regulatory elements throughout zebrafish embryonic development. Here, we provide a protocol to analyze single-nucleus chromatin accessibility dataset during zebrafish early embryogenesis. We describe steps for fragment file retrieval, sample integration, quality control, Latent Semantic Indexing (LSI) clustering, and peak calling via ArchR. Crucially, we detail procedures for zebrafish-specific motif database construction, motif enrichment, and TF footprinting analysis.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>39671284</pmid><doi>10.1016/j.xpro.2024.103501</doi><orcidid>https://orcid.org/0000-0003-2258-0897</orcidid><oa>free_for_read</oa></addata></record> |
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title | Protocol to profile snATAC-seq datasets and motif enrichment analysis during zebrafish early embryogenesis |
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