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Chromatin accessibility landscape of articular knee cartilage reveals aberrant enhancer regulation in osteoarthritis
Osteoarthritis (OA) is a common joint disorder with increasing impact in an aging society. While genetic and transcriptomic analyses have revealed some genes and non-coding loci associated to OA, the pathogenesis remains incompletely understood. Chromatin profiling, which provides insight into gene...
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Published in: | Scientific reports 2018-10, Vol.8 (1), p.15499-13, Article 15499 |
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description | Osteoarthritis (OA) is a common joint disorder with increasing impact in an aging society. While genetic and transcriptomic analyses have revealed some genes and non-coding loci associated to OA, the pathogenesis remains incompletely understood. Chromatin profiling, which provides insight into gene regulation, has not been reported in OA mainly due to technical difficulties. Here, we employed Assay for Transposase-Accessible Chromatin with high throughput sequencing (ATAC-seq) to map the accessible chromatin landscape in articular knee cartilage of OA patients. We identified 109,215 accessible chromatin regions for cartilages, of which 71% were annotated as enhancers. By overlaying them with genetic and DNA methylation data, we have determined potential OA-relevant enhancers and their putative target genes. Furthermore, through integration with RNA-seq data, we characterized genes that are altered both at epigenomic and transcriptomic levels in OA. These genes are enriched in pathways regulating ossification and mesenchymal stem cell (MSC) differentiation. Consistently, the differentially accessible regions in OA are enriched for MSC-specific enhancers and motifs of transcription factor families involved in osteoblast differentiation. In conclusion, we demonstrate how direct chromatin profiling of clinical tissues can provide comprehensive epigenetic information for a disease and suggest candidate genes and enhancers of translational potential. |
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While genetic and transcriptomic analyses have revealed some genes and non-coding loci associated to OA, the pathogenesis remains incompletely understood. Chromatin profiling, which provides insight into gene regulation, has not been reported in OA mainly due to technical difficulties. Here, we employed Assay for Transposase-Accessible Chromatin with high throughput sequencing (ATAC-seq) to map the accessible chromatin landscape in articular knee cartilage of OA patients. We identified 109,215 accessible chromatin regions for cartilages, of which 71% were annotated as enhancers. By overlaying them with genetic and DNA methylation data, we have determined potential OA-relevant enhancers and their putative target genes. Furthermore, through integration with RNA-seq data, we characterized genes that are altered both at epigenomic and transcriptomic levels in OA. These genes are enriched in pathways regulating ossification and mesenchymal stem cell (MSC) differentiation. Consistently, the differentially accessible regions in OA are enriched for MSC-specific enhancers and motifs of transcription factor families involved in osteoblast differentiation. In conclusion, we demonstrate how direct chromatin profiling of clinical tissues can provide comprehensive epigenetic information for a disease and suggest candidate genes and enhancers of translational potential.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-018-33779-z</identifier><identifier>PMID: 30341348</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>45 ; 631/208/177 ; 692/699/1670/407 ; Aging ; Arthritis ; Cartilage diseases ; Chromatin ; DNA methylation ; Enhancers ; Gene regulation ; Genetic analysis ; Humanities and Social Sciences ; Knee ; Mesenchyme ; multidisciplinary ; Next-generation sequencing ; Ossification ; Osteoarthritis ; Osteoblastogenesis ; Ribonucleic acid ; RNA ; Science ; Science (multidisciplinary) ; Stem cells ; Transposase</subject><ispartof>Scientific reports, 2018-10, Vol.8 (1), p.15499-13, Article 15499</ispartof><rights>The Author(s) 2018</rights><rights>2018. This work is published 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><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c584t-2968030ba933520f6db1361d3e1a2a7d878a4e65628318803946bd11a0e957493</citedby><cites>FETCH-LOGICAL-c584t-2968030ba933520f6db1361d3e1a2a7d878a4e65628318803946bd11a0e957493</cites><orcidid>0000-0002-6986-8479 ; 0000-0002-3741-7577 ; 0000-0002-2927-5791 ; 0000-0003-2510-8977</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2123043645/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2123043645?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30341348$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Liu, Ye</creatorcontrib><creatorcontrib>Chang, Jen-Chien</creatorcontrib><creatorcontrib>Hon, Chung-Chau</creatorcontrib><creatorcontrib>Fukui, Naoshi</creatorcontrib><creatorcontrib>Tanaka, Nobuho</creatorcontrib><creatorcontrib>Zhang, Zhenya</creatorcontrib><creatorcontrib>Lee, Ming Ta Michael</creatorcontrib><creatorcontrib>Minoda, Aki</creatorcontrib><title>Chromatin accessibility landscape of articular knee cartilage reveals aberrant enhancer regulation in osteoarthritis</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Osteoarthritis (OA) is a common joint disorder with increasing impact in an aging society. While genetic and transcriptomic analyses have revealed some genes and non-coding loci associated to OA, the pathogenesis remains incompletely understood. Chromatin profiling, which provides insight into gene regulation, has not been reported in OA mainly due to technical difficulties. Here, we employed Assay for Transposase-Accessible Chromatin with high throughput sequencing (ATAC-seq) to map the accessible chromatin landscape in articular knee cartilage of OA patients. We identified 109,215 accessible chromatin regions for cartilages, of which 71% were annotated as enhancers. By overlaying them with genetic and DNA methylation data, we have determined potential OA-relevant enhancers and their putative target genes. Furthermore, through integration with RNA-seq data, we characterized genes that are altered both at epigenomic and transcriptomic levels in OA. These genes are enriched in pathways regulating ossification and mesenchymal stem cell (MSC) differentiation. Consistently, the differentially accessible regions in OA are enriched for MSC-specific enhancers and motifs of transcription factor families involved in osteoblast differentiation. In conclusion, we demonstrate how direct chromatin profiling of clinical tissues can provide comprehensive epigenetic information for a disease and suggest candidate genes and enhancers of translational potential.</description><subject>45</subject><subject>631/208/177</subject><subject>692/699/1670/407</subject><subject>Aging</subject><subject>Arthritis</subject><subject>Cartilage diseases</subject><subject>Chromatin</subject><subject>DNA methylation</subject><subject>Enhancers</subject><subject>Gene regulation</subject><subject>Genetic analysis</subject><subject>Humanities and Social Sciences</subject><subject>Knee</subject><subject>Mesenchyme</subject><subject>multidisciplinary</subject><subject>Next-generation sequencing</subject><subject>Ossification</subject><subject>Osteoarthritis</subject><subject>Osteoblastogenesis</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Stem cells</subject><subject>Transposase</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNp9kT9vFDEQxVcIRKKQL0CBLNHQLPj_2g0SOoUEKRIN1Nasd-7OYc8-bG-k5NPj5EIIFLixrfm9Nx6_rnvN6HtGhflQJFPW9JSZXohhsP3ts-6YU6l6Ljh__uR81J2WckXbUtxKZl92R4IKyYQ0x11dbXPaQQ2RgPdYShjDHOoNmSFOxcMeSVoTyDX4ZYZMfkRE4u_uM2yQZLxGmAuBEXOGWAnGLUSPuVU2TVBDiqR5p1IxNdU2hxrKq-7Fuqnw9GE_6b5_Pvu2uugvv55_WX267L0ysvbcakMFHcEKoThd62lkQrNJIAMOw2QGAxK10twIZhpqpR4nxoCiVYO04qT7ePDdL-MOJ4-xZpjdPocd5BuXILi_KzFs3SZdO82s0pQ1g3cPBjn9XLBUtwvF49w-B9NSHGdcDGxoATT07T_oVVpybOPdU1QKLVWj-IHyOZWScf34GEbdXa7ukKtrubr7XN1tE715Osaj5HeKDRAHoLRS3GD-0_s_tr8AqDKwbA</recordid><startdate>20181019</startdate><enddate>20181019</enddate><creator>Liu, Ye</creator><creator>Chang, Jen-Chien</creator><creator>Hon, Chung-Chau</creator><creator>Fukui, Naoshi</creator><creator>Tanaka, Nobuho</creator><creator>Zhang, Zhenya</creator><creator>Lee, Ming Ta Michael</creator><creator>Minoda, Aki</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</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>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-6986-8479</orcidid><orcidid>https://orcid.org/0000-0002-3741-7577</orcidid><orcidid>https://orcid.org/0000-0002-2927-5791</orcidid><orcidid>https://orcid.org/0000-0003-2510-8977</orcidid></search><sort><creationdate>20181019</creationdate><title>Chromatin accessibility landscape of articular knee cartilage reveals aberrant enhancer regulation in osteoarthritis</title><author>Liu, Ye ; 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While genetic and transcriptomic analyses have revealed some genes and non-coding loci associated to OA, the pathogenesis remains incompletely understood. Chromatin profiling, which provides insight into gene regulation, has not been reported in OA mainly due to technical difficulties. Here, we employed Assay for Transposase-Accessible Chromatin with high throughput sequencing (ATAC-seq) to map the accessible chromatin landscape in articular knee cartilage of OA patients. We identified 109,215 accessible chromatin regions for cartilages, of which 71% were annotated as enhancers. By overlaying them with genetic and DNA methylation data, we have determined potential OA-relevant enhancers and their putative target genes. Furthermore, through integration with RNA-seq data, we characterized genes that are altered both at epigenomic and transcriptomic levels in OA. These genes are enriched in pathways regulating ossification and mesenchymal stem cell (MSC) differentiation. Consistently, the differentially accessible regions in OA are enriched for MSC-specific enhancers and motifs of transcription factor families involved in osteoblast differentiation. In conclusion, we demonstrate how direct chromatin profiling of clinical tissues can provide comprehensive epigenetic information for a disease and suggest candidate genes and enhancers of translational potential.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>30341348</pmid><doi>10.1038/s41598-018-33779-z</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-6986-8479</orcidid><orcidid>https://orcid.org/0000-0002-3741-7577</orcidid><orcidid>https://orcid.org/0000-0002-2927-5791</orcidid><orcidid>https://orcid.org/0000-0003-2510-8977</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | 45 631/208/177 692/699/1670/407 Aging Arthritis Cartilage diseases Chromatin DNA methylation Enhancers Gene regulation Genetic analysis Humanities and Social Sciences Knee Mesenchyme multidisciplinary Next-generation sequencing Ossification Osteoarthritis Osteoblastogenesis Ribonucleic acid RNA Science Science (multidisciplinary) Stem cells Transposase |
title | Chromatin accessibility landscape of articular knee cartilage reveals aberrant enhancer regulation in osteoarthritis |
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