Single-cell RNA-seq identifies unique transcriptional landscapes of human nucleus pulposus and annulus fibrosus cells
Intervertebral disc (IVD) disease (IDD) is a complex, multifactorial disease. While various aspects of IDD progression have been reported, the underlying molecular pathways and transcriptional networks that govern the maintenance of healthy nucleus pulposus (NP) and annulus fibrosus (AF) have not be...
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description | Intervertebral disc (IVD) disease (IDD) is a complex, multifactorial disease. While various aspects of IDD progression have been reported, the underlying molecular pathways and transcriptional networks that govern the maintenance of healthy nucleus pulposus (NP) and annulus fibrosus (AF) have not been fully elucidated. We defined the transcriptome map of healthy human IVD by performing single-cell RNA-sequencing (scRNA-seq) in primary AF and NP cells isolated from non-degenerated lumbar disc. Our systematic and comprehensive analyses revealed distinct genetic architecture of human NP and AF compartments and identified 2,196 differentially expressed genes. Gene enrichment analysis showed that
SFRP1, BIRC5, CYTL1, ESM1
and
CCNB2
genes were highly expressed in the AF cells; whereas,
COL2A1, DSC3, COL9A3, COL11A1,
and
ANGPTL7
were mostly expressed in the NP cells. Further, functional annotation clustering analysis revealed the enrichment of receptor signaling pathways genes in AF cells, while NP cells showed high expression of genes related to the protein synthesis machinery. Subsequent interaction network analysis revealed a structured network of extracellular matrix genes in NP compartments. Our regulatory network analysis identified
FOXM1
and
KDM4E
as signature transcription factor of AF and NP respectively, which might be involved in the regulation of core genes of AF and NP transcriptome. |
doi_str_mv | 10.1038/s41598-020-72261-7 |
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SFRP1, BIRC5, CYTL1, ESM1
and
CCNB2
genes were highly expressed in the AF cells; whereas,
COL2A1, DSC3, COL9A3, COL11A1,
and
ANGPTL7
were mostly expressed in the NP cells. Further, functional annotation clustering analysis revealed the enrichment of receptor signaling pathways genes in AF cells, while NP cells showed high expression of genes related to the protein synthesis machinery. Subsequent interaction network analysis revealed a structured network of extracellular matrix genes in NP compartments. Our regulatory network analysis identified
FOXM1
and
KDM4E
as signature transcription factor of AF and NP respectively, which might be involved in the regulation of core genes of AF and NP transcriptome.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-020-72261-7</identifier><identifier>PMID: 32943704</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/208/191/2018 ; 631/208/514/1949 ; Annulus Fibrosus - physiology ; Extracellular Matrix - genetics ; Gene Expression Profiling - methods ; Gene Expression Regulation - genetics ; Gene Regulatory Networks - genetics ; Humanities and Social Sciences ; Humans ; Intervertebral Disc - physiology ; Intervertebral Disc Degeneration - genetics ; Intervertebral Disc Displacement - genetics ; multidisciplinary ; Nucleus Pulposus - physiology ; RNA-Seq - methods ; Science ; Science (multidisciplinary) ; Signal Transduction - genetics ; Transcription, Genetic - genetics ; Transcriptome - genetics</subject><ispartof>Scientific reports, 2020-09, Vol.10 (1), p.15263-15263, Article 15263</ispartof><rights>The Author(s) 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c549t-2d626841f589d6103d2e59d038ca65fa8959222aa0feede776a28e3794b3a5e03</citedby><cites>FETCH-LOGICAL-c549t-2d626841f589d6103d2e59d038ca65fa8959222aa0feede776a28e3794b3a5e03</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/PMC7499307/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7499307/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,41096,42165,51551,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32943704$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Fernandes, Lorenzo M.</creatorcontrib><creatorcontrib>Khan, Nazir M.</creatorcontrib><creatorcontrib>Trochez, Camila M.</creatorcontrib><creatorcontrib>Duan, Meixue</creatorcontrib><creatorcontrib>Diaz-Hernandez, Martha E.</creatorcontrib><creatorcontrib>Presciutti, Steven M.</creatorcontrib><creatorcontrib>Gibson, Greg</creatorcontrib><creatorcontrib>Drissi, Hicham</creatorcontrib><title>Single-cell RNA-seq identifies unique transcriptional landscapes of human nucleus pulposus and annulus fibrosus cells</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Intervertebral disc (IVD) disease (IDD) is a complex, multifactorial disease. While various aspects of IDD progression have been reported, the underlying molecular pathways and transcriptional networks that govern the maintenance of healthy nucleus pulposus (NP) and annulus fibrosus (AF) have not been fully elucidated. We defined the transcriptome map of healthy human IVD by performing single-cell RNA-sequencing (scRNA-seq) in primary AF and NP cells isolated from non-degenerated lumbar disc. Our systematic and comprehensive analyses revealed distinct genetic architecture of human NP and AF compartments and identified 2,196 differentially expressed genes. Gene enrichment analysis showed that
SFRP1, BIRC5, CYTL1, ESM1
and
CCNB2
genes were highly expressed in the AF cells; whereas,
COL2A1, DSC3, COL9A3, COL11A1,
and
ANGPTL7
were mostly expressed in the NP cells. Further, functional annotation clustering analysis revealed the enrichment of receptor signaling pathways genes in AF cells, while NP cells showed high expression of genes related to the protein synthesis machinery. Subsequent interaction network analysis revealed a structured network of extracellular matrix genes in NP compartments. Our regulatory network analysis identified
FOXM1
and
KDM4E
as signature transcription factor of AF and NP respectively, which might be involved in the regulation of core genes of AF and NP transcriptome.</description><subject>631/208/191/2018</subject><subject>631/208/514/1949</subject><subject>Annulus Fibrosus - physiology</subject><subject>Extracellular Matrix - genetics</subject><subject>Gene Expression Profiling - methods</subject><subject>Gene Expression Regulation - genetics</subject><subject>Gene Regulatory Networks - genetics</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Intervertebral Disc - physiology</subject><subject>Intervertebral Disc Degeneration - genetics</subject><subject>Intervertebral Disc Displacement - genetics</subject><subject>multidisciplinary</subject><subject>Nucleus Pulposus - physiology</subject><subject>RNA-Seq - methods</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Signal Transduction - genetics</subject><subject>Transcription, Genetic - genetics</subject><subject>Transcriptome - genetics</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><recordid>eNp9UcFKHTEUDaWlivUHupBZuonN3CQzk40gYm1BFNSuQ97MnWckLzMmk0L_vvf5rOimgZBD7sm5Ofcw9rUWJ7WQ3besam06LkDwFqCpefuB7YNQmoME-PgG77HDnB8FLQ1G1eYz25MEZCvUPit3Pq4D8h5DqG6vz3jGp8oPGBc_esxVif6pYLUkF3Of_Lz4KbpQBReH3LuZGNNYPZSNi1UsfcCSq7mEecoEiEM7lkB49Kv0fLltlL-wT6MLGQ9fzgP26_vF_fkPfnVz-fP87Ir3WpmFw9BA06l61J0ZGrI9AGozkP3eNXp0ndEGAJwTI-KAbds46FC2Rq2k0yjkATvd6c5ltcGhJ1vJBTsnv3Hpj52ct-8r0T_Y9fTbtsoYKVoSOH4RSBPNIS924_PWgos4lWxBKRokcYGosKP2ZDQnHF_b1MJuI7O7yCxFZp8js1v9o7cffH3yLyAiyB0hUymuMdnHqSSKIP9P9i99DqTs</recordid><startdate>20200917</startdate><enddate>20200917</enddate><creator>Fernandes, Lorenzo M.</creator><creator>Khan, Nazir M.</creator><creator>Trochez, Camila M.</creator><creator>Duan, Meixue</creator><creator>Diaz-Hernandez, Martha E.</creator><creator>Presciutti, Steven M.</creator><creator>Gibson, Greg</creator><creator>Drissi, Hicham</creator><general>Nature Publishing Group UK</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20200917</creationdate><title>Single-cell RNA-seq identifies unique transcriptional landscapes of human nucleus pulposus and annulus fibrosus cells</title><author>Fernandes, Lorenzo M. ; Khan, Nazir M. ; Trochez, Camila M. ; Duan, Meixue ; Diaz-Hernandez, Martha E. ; Presciutti, Steven M. ; Gibson, Greg ; Drissi, Hicham</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c549t-2d626841f589d6103d2e59d038ca65fa8959222aa0feede776a28e3794b3a5e03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>631/208/191/2018</topic><topic>631/208/514/1949</topic><topic>Annulus Fibrosus - physiology</topic><topic>Extracellular Matrix - genetics</topic><topic>Gene Expression Profiling - methods</topic><topic>Gene Expression Regulation - genetics</topic><topic>Gene Regulatory Networks - genetics</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Intervertebral Disc - physiology</topic><topic>Intervertebral Disc Degeneration - genetics</topic><topic>Intervertebral Disc Displacement - genetics</topic><topic>multidisciplinary</topic><topic>Nucleus Pulposus - physiology</topic><topic>RNA-Seq - methods</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Signal Transduction - genetics</topic><topic>Transcription, Genetic - genetics</topic><topic>Transcriptome - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fernandes, Lorenzo M.</creatorcontrib><creatorcontrib>Khan, Nazir M.</creatorcontrib><creatorcontrib>Trochez, Camila M.</creatorcontrib><creatorcontrib>Duan, Meixue</creatorcontrib><creatorcontrib>Diaz-Hernandez, Martha E.</creatorcontrib><creatorcontrib>Presciutti, Steven M.</creatorcontrib><creatorcontrib>Gibson, Greg</creatorcontrib><creatorcontrib>Drissi, Hicham</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fernandes, Lorenzo M.</au><au>Khan, Nazir M.</au><au>Trochez, Camila M.</au><au>Duan, Meixue</au><au>Diaz-Hernandez, Martha E.</au><au>Presciutti, Steven M.</au><au>Gibson, Greg</au><au>Drissi, Hicham</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Single-cell RNA-seq identifies unique transcriptional landscapes of human nucleus pulposus and annulus fibrosus cells</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2020-09-17</date><risdate>2020</risdate><volume>10</volume><issue>1</issue><spage>15263</spage><epage>15263</epage><pages>15263-15263</pages><artnum>15263</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Intervertebral disc (IVD) disease (IDD) is a complex, multifactorial disease. While various aspects of IDD progression have been reported, the underlying molecular pathways and transcriptional networks that govern the maintenance of healthy nucleus pulposus (NP) and annulus fibrosus (AF) have not been fully elucidated. We defined the transcriptome map of healthy human IVD by performing single-cell RNA-sequencing (scRNA-seq) in primary AF and NP cells isolated from non-degenerated lumbar disc. Our systematic and comprehensive analyses revealed distinct genetic architecture of human NP and AF compartments and identified 2,196 differentially expressed genes. Gene enrichment analysis showed that
SFRP1, BIRC5, CYTL1, ESM1
and
CCNB2
genes were highly expressed in the AF cells; whereas,
COL2A1, DSC3, COL9A3, COL11A1,
and
ANGPTL7
were mostly expressed in the NP cells. Further, functional annotation clustering analysis revealed the enrichment of receptor signaling pathways genes in AF cells, while NP cells showed high expression of genes related to the protein synthesis machinery. Subsequent interaction network analysis revealed a structured network of extracellular matrix genes in NP compartments. Our regulatory network analysis identified
FOXM1
and
KDM4E
as signature transcription factor of AF and NP respectively, which might be involved in the regulation of core genes of AF and NP transcriptome.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>32943704</pmid><doi>10.1038/s41598-020-72261-7</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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source | MEDLINE; Nature Free; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central; Alma/SFX Local Collection; Free Full-Text Journals in Chemistry; Springer Nature OA Free Journals |
subjects | 631/208/191/2018 631/208/514/1949 Annulus Fibrosus - physiology Extracellular Matrix - genetics Gene Expression Profiling - methods Gene Expression Regulation - genetics Gene Regulatory Networks - genetics Humanities and Social Sciences Humans Intervertebral Disc - physiology Intervertebral Disc Degeneration - genetics Intervertebral Disc Displacement - genetics multidisciplinary Nucleus Pulposus - physiology RNA-Seq - methods Science Science (multidisciplinary) Signal Transduction - genetics Transcription, Genetic - genetics Transcriptome - genetics |
title | Single-cell RNA-seq identifies unique transcriptional landscapes of human nucleus pulposus and annulus fibrosus cells |
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