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Functional assessment of human enhancer activities using whole-genome STARR-sequencing
Genome-wide quantification of enhancer activity in the human genome has proven to be a challenging problem. Recent efforts have led to the development of powerful tools for enhancer quantification. However, because of genome size and complexity, these tools have yet to be applied to the whole human...
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Published in: | Genome Biology 2017-11, Vol.18 (1), p.219-219, Article 219 |
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creator | Liu, Yuwen Yu, Shan Dhiman, Vineet K Brunetti, Tonya Eckart, Heather White, Kevin P |
description | Genome-wide quantification of enhancer activity in the human genome has proven to be a challenging problem. Recent efforts have led to the development of powerful tools for enhancer quantification. However, because of genome size and complexity, these tools have yet to be applied to the whole human genome.
In the current study, we use a human prostate cancer cell line, LNCaP as a model to perform whole human genome STARR-seq (WHG-STARR-seq) to reliably obtain an assessment of enhancer activity. This approach builds upon previously developed STARR-seq in the fly genome and CapSTARR-seq techniques in targeted human genomic regions. With an improved library preparation strategy, our approach greatly increases the library complexity per unit of starting material, which makes it feasible and cost-effective to explore the landscape of regulatory activity in the much larger human genome. In addition to our ability to identify active, accessible enhancers located in open chromatin regions, we can also detect sequences with the potential for enhancer activity that are located in inaccessible, closed chromatin regions. When treated with the histone deacetylase inhibitor, Trichostatin A, genes nearby this latter class of enhancers are up-regulated, demonstrating the potential for endogenous functionality of these regulatory elements.
WHG-STARR-seq provides an improved approach to current pipelines for analysis of high complexity genomes to gain a better understanding of the intricacies of transcriptional regulation. |
doi_str_mv | 10.1186/s13059-017-1345-5 |
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In the current study, we use a human prostate cancer cell line, LNCaP as a model to perform whole human genome STARR-seq (WHG-STARR-seq) to reliably obtain an assessment of enhancer activity. This approach builds upon previously developed STARR-seq in the fly genome and CapSTARR-seq techniques in targeted human genomic regions. With an improved library preparation strategy, our approach greatly increases the library complexity per unit of starting material, which makes it feasible and cost-effective to explore the landscape of regulatory activity in the much larger human genome. In addition to our ability to identify active, accessible enhancers located in open chromatin regions, we can also detect sequences with the potential for enhancer activity that are located in inaccessible, closed chromatin regions. When treated with the histone deacetylase inhibitor, Trichostatin A, genes nearby this latter class of enhancers are up-regulated, demonstrating the potential for endogenous functionality of these regulatory elements.
WHG-STARR-seq provides an improved approach to current pipelines for analysis of high complexity genomes to gain a better understanding of the intricacies of transcriptional regulation.</description><identifier>ISSN: 1474-760X</identifier><identifier>ISSN: 1474-7596</identifier><identifier>EISSN: 1474-760X</identifier><identifier>DOI: 10.1186/s13059-017-1345-5</identifier><identifier>PMID: 29151363</identifier><language>eng</language><publisher>England: BioMed Central</publisher><subject>BASIC BIOLOGICAL SCIENCES ; Binding sites ; Bioinformatics ; Chromatin ; Deoxyribonucleic acid ; DNA ; Enhancers ; Gene expression ; Gene regulation ; Genomes ; Histone deacetylase ; Methods ; Non-coding regions ; Prostate cancer ; Regulatory elements ; Regulatory sequences ; STARR-seq ; Stem cells ; Transcription ; Transcription factors ; Trichostatin A</subject><ispartof>Genome Biology, 2017-11, Vol.18 (1), p.219-219, Article 219</ispartof><rights>2017. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s). 2017</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c655t-ff20bcf4ae671eb81c917e46a042c886d39c66afcfcd231b53eb86f570917543</citedby><cites>FETCH-LOGICAL-c655t-ff20bcf4ae671eb81c917e46a042c886d39c66afcfcd231b53eb86f570917543</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5694901/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2207943078?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29151363$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://www.osti.gov/servlets/purl/1467453$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Liu, Yuwen</creatorcontrib><creatorcontrib>Yu, Shan</creatorcontrib><creatorcontrib>Dhiman, Vineet K</creatorcontrib><creatorcontrib>Brunetti, Tonya</creatorcontrib><creatorcontrib>Eckart, Heather</creatorcontrib><creatorcontrib>White, Kevin P</creatorcontrib><creatorcontrib>Argonne National Laboratory (ANL), Argonne, IL (United States)</creatorcontrib><title>Functional assessment of human enhancer activities using whole-genome STARR-sequencing</title><title>Genome Biology</title><addtitle>Genome Biol</addtitle><description>Genome-wide quantification of enhancer activity in the human genome has proven to be a challenging problem. Recent efforts have led to the development of powerful tools for enhancer quantification. However, because of genome size and complexity, these tools have yet to be applied to the whole human genome.
In the current study, we use a human prostate cancer cell line, LNCaP as a model to perform whole human genome STARR-seq (WHG-STARR-seq) to reliably obtain an assessment of enhancer activity. This approach builds upon previously developed STARR-seq in the fly genome and CapSTARR-seq techniques in targeted human genomic regions. With an improved library preparation strategy, our approach greatly increases the library complexity per unit of starting material, which makes it feasible and cost-effective to explore the landscape of regulatory activity in the much larger human genome. In addition to our ability to identify active, accessible enhancers located in open chromatin regions, we can also detect sequences with the potential for enhancer activity that are located in inaccessible, closed chromatin regions. When treated with the histone deacetylase inhibitor, Trichostatin A, genes nearby this latter class of enhancers are up-regulated, demonstrating the potential for endogenous functionality of these regulatory elements.
WHG-STARR-seq provides an improved approach to current pipelines for analysis of high complexity genomes to gain a better understanding of the intricacies of transcriptional regulation.</description><subject>BASIC BIOLOGICAL SCIENCES</subject><subject>Binding sites</subject><subject>Bioinformatics</subject><subject>Chromatin</subject><subject>Deoxyribonucleic acid</subject><subject>DNA</subject><subject>Enhancers</subject><subject>Gene expression</subject><subject>Gene regulation</subject><subject>Genomes</subject><subject>Histone deacetylase</subject><subject>Methods</subject><subject>Non-coding regions</subject><subject>Prostate cancer</subject><subject>Regulatory elements</subject><subject>Regulatory sequences</subject><subject>STARR-seq</subject><subject>Stem cells</subject><subject>Transcription</subject><subject>Transcription factors</subject><subject>Trichostatin A</subject><issn>1474-760X</issn><issn>1474-7596</issn><issn>1474-760X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkk1v1DAQhiMEoqXwA7igiF64BOz4K74gVRWFSpWQygpxs5zJeNerxC52UsS_x0tK1XLyyPPMa8_MW1WvKXlPaSc_ZMqI0A2hqqGMi0Y8qY4pV7xRkvx4-iA-ql7kvCeEat7K59VRq6mgTLLj6vvFEmD2MdixtjljzhOGuY6u3i2TDTWGnQ2AqbaFuvWzx1wv2Ydt_WsXR2y2GOKE9bfN2fV1k_HnggFK9mX1zNkx46u786TaXHzanH9prr5-vjw_u2pACjE3zrWkB8ctSkWx7yhoqpBLS3gLXScHpkFK68DB0DLaC1Yg6YQihROcnVSXq-wQ7d7cJD_Z9NtE683fi5i2xqbZw4gGBs1dK7quB8FhkNbyjmnFeEv7ThBVtD6uWjdLP-EAZQzJjo9EH2eC35ltvDVCaq4JLQJvV4GYZ28y-BlhBzEEhNlQLhUXrEDv7l5JsQwrz2byGXAcbcC4ZEO1lJwTpg7Nnf6H7uOSyqKyaVuiNGdEdYWiKwUp5pzQ3f-YEnNwiVldYopLzMElRpSaNw9bva_4Zwv2BwiouFQ</recordid><startdate>20171120</startdate><enddate>20171120</enddate><creator>Liu, Yuwen</creator><creator>Yu, Shan</creator><creator>Dhiman, Vineet K</creator><creator>Brunetti, Tonya</creator><creator>Eckart, Heather</creator><creator>White, Kevin P</creator><general>BioMed Central</general><general>BMC</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>OIOZB</scope><scope>OTOTI</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20171120</creationdate><title>Functional assessment of human enhancer activities using whole-genome STARR-sequencing</title><author>Liu, Yuwen ; Yu, Shan ; Dhiman, Vineet K ; Brunetti, Tonya ; Eckart, Heather ; White, Kevin P</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c655t-ff20bcf4ae671eb81c917e46a042c886d39c66afcfcd231b53eb86f570917543</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>BASIC BIOLOGICAL SCIENCES</topic><topic>Binding sites</topic><topic>Bioinformatics</topic><topic>Chromatin</topic><topic>Deoxyribonucleic acid</topic><topic>DNA</topic><topic>Enhancers</topic><topic>Gene expression</topic><topic>Gene regulation</topic><topic>Genomes</topic><topic>Histone deacetylase</topic><topic>Methods</topic><topic>Non-coding regions</topic><topic>Prostate cancer</topic><topic>Regulatory elements</topic><topic>Regulatory sequences</topic><topic>STARR-seq</topic><topic>Stem cells</topic><topic>Transcription</topic><topic>Transcription factors</topic><topic>Trichostatin A</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Yuwen</creatorcontrib><creatorcontrib>Yu, Shan</creatorcontrib><creatorcontrib>Dhiman, Vineet K</creatorcontrib><creatorcontrib>Brunetti, Tonya</creatorcontrib><creatorcontrib>Eckart, Heather</creatorcontrib><creatorcontrib>White, Kevin P</creatorcontrib><creatorcontrib>Argonne National Laboratory (ANL), Argonne, IL (United States)</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Health and Medical</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>Biological Science Database</collection><collection>ProQuest - Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>OSTI.GOV - Hybrid</collection><collection>OSTI.GOV</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Genome Biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, Yuwen</au><au>Yu, Shan</au><au>Dhiman, Vineet K</au><au>Brunetti, Tonya</au><au>Eckart, Heather</au><au>White, Kevin P</au><aucorp>Argonne National Laboratory (ANL), Argonne, IL (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Functional assessment of human enhancer activities using whole-genome STARR-sequencing</atitle><jtitle>Genome Biology</jtitle><addtitle>Genome Biol</addtitle><date>2017-11-20</date><risdate>2017</risdate><volume>18</volume><issue>1</issue><spage>219</spage><epage>219</epage><pages>219-219</pages><artnum>219</artnum><issn>1474-760X</issn><issn>1474-7596</issn><eissn>1474-760X</eissn><abstract>Genome-wide quantification of enhancer activity in the human genome has proven to be a challenging problem. Recent efforts have led to the development of powerful tools for enhancer quantification. However, because of genome size and complexity, these tools have yet to be applied to the whole human genome.
In the current study, we use a human prostate cancer cell line, LNCaP as a model to perform whole human genome STARR-seq (WHG-STARR-seq) to reliably obtain an assessment of enhancer activity. This approach builds upon previously developed STARR-seq in the fly genome and CapSTARR-seq techniques in targeted human genomic regions. With an improved library preparation strategy, our approach greatly increases the library complexity per unit of starting material, which makes it feasible and cost-effective to explore the landscape of regulatory activity in the much larger human genome. In addition to our ability to identify active, accessible enhancers located in open chromatin regions, we can also detect sequences with the potential for enhancer activity that are located in inaccessible, closed chromatin regions. When treated with the histone deacetylase inhibitor, Trichostatin A, genes nearby this latter class of enhancers are up-regulated, demonstrating the potential for endogenous functionality of these regulatory elements.
WHG-STARR-seq provides an improved approach to current pipelines for analysis of high complexity genomes to gain a better understanding of the intricacies of transcriptional regulation.</abstract><cop>England</cop><pub>BioMed Central</pub><pmid>29151363</pmid><doi>10.1186/s13059-017-1345-5</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | BASIC BIOLOGICAL SCIENCES Binding sites Bioinformatics Chromatin Deoxyribonucleic acid DNA Enhancers Gene expression Gene regulation Genomes Histone deacetylase Methods Non-coding regions Prostate cancer Regulatory elements Regulatory sequences STARR-seq Stem cells Transcription Transcription factors Trichostatin A |
title | Functional assessment of human enhancer activities using whole-genome STARR-sequencing |
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