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Single-Cell Analysis of the Muscle Stem Cell Hierarchy Identifies Heterotypic Communication Signals Involved in Skeletal Muscle Regeneration
Muscle regeneration relies on the regulation of muscle stem cells (MuSCs) through paracrine signaling interactions. We analyzed muscle regeneration in mice using single-cell RNA sequencing (scRNA-seq) and generated over 34,000 single-cell transcriptomes spanning four time-points. We identified 15 di...
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Published in: | Cell reports (Cambridge) 2020-03, Vol.30 (10), p.3583-3595.e5 |
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creator | De Micheli, Andrea J. Laurilliard, Emily J. Heinke, Charles L. Ravichandran, Hiranmayi Fraczek, Paula Soueid-Baumgarten, Sharon De Vlaminck, Iwijn Elemento, Olivier Cosgrove, Benjamin D. |
description | Muscle regeneration relies on the regulation of muscle stem cells (MuSCs) through paracrine signaling interactions. We analyzed muscle regeneration in mice using single-cell RNA sequencing (scRNA-seq) and generated over 34,000 single-cell transcriptomes spanning four time-points. We identified 15 distinct cell types including heterogenous populations of muscle stem and progenitor cells. We resolved a hierarchical map of these myogenic cells by trajectory inference and observed stage-specific regulatory programs within this continuum. Through ligand-receptor interaction analysis, we identified over 100 candidate regeneration-associated paracrine communication pairs between MuSCs and non-myogenic cells. We show that myogenic stem/progenitor cells exhibit heterogeneous expression of multiple Syndecan proteins in cycling myogenic cells, suggesting that Syndecans may coordinate myogenic fate regulation. We performed ligand stimulation in vitro and confirmed that three paracrine factors (FGF2, TGFβ1, and RSPO3) regulate myogenic cell proliferation in a Syndecan-dependent manner. Our study provides a scRNA-seq reference resource to investigate cell communication interactions in muscle regeneration.
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•Single-cell RNA-sequencing identifies cell populations involved in muscle regeneration•Muscle stem/progenitor cells form a hierarchy with stage-specific regulatory programs•Bioinformatic analysis identified paracrine factors influencing muscle stem cells•Syndecan-1/2/4 coordinate paracrine ligand-specific muscle progenitor proliferation
De Micheli et al. present an annotated, time-resolved single-cell transcriptomic atlas of muscle regeneration in adult mice. They observe a hierarchy of muscle stem and progenitor cells that exhibit stage-specific expression programs and show that Syndecan proteins regulate muscle progenitor cell fates by interaction with newly discovered paracrine communication factors. |
doi_str_mv | 10.1016/j.celrep.2020.02.067 |
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[Display omitted]
•Single-cell RNA-sequencing identifies cell populations involved in muscle regeneration•Muscle stem/progenitor cells form a hierarchy with stage-specific regulatory programs•Bioinformatic analysis identified paracrine factors influencing muscle stem cells•Syndecan-1/2/4 coordinate paracrine ligand-specific muscle progenitor proliferation
De Micheli et al. present an annotated, time-resolved single-cell transcriptomic atlas of muscle regeneration in adult mice. They observe a hierarchy of muscle stem and progenitor cells that exhibit stage-specific expression programs and show that Syndecan proteins regulate muscle progenitor cell fates by interaction with newly discovered paracrine communication factors.</description><identifier>ISSN: 2211-1247</identifier><identifier>EISSN: 2211-1247</identifier><identifier>DOI: 10.1016/j.celrep.2020.02.067</identifier><identifier>PMID: 32160558</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adipogenesis - genetics ; Animals ; Cell Communication ; Cell Proliferation ; Gene Expression Regulation ; ligand receptor interaction ; Ligands ; Mice, Inbred C57BL ; Models, Biological ; Muscle Development - genetics ; muscle stem cells ; Muscle, Skeletal - cytology ; Muscle, Skeletal - physiology ; myogenic differentiation ; Paracrine Communication ; Receptors, Cell Surface - metabolism ; Regeneration ; RNA-Seq ; Signal Transduction ; Single-Cell Analysis ; single-cell RNA-sequencing ; skeletal muscle regeneration ; Stem Cells - metabolism ; syndecans ; Syndecans - metabolism</subject><ispartof>Cell reports (Cambridge), 2020-03, Vol.30 (10), p.3583-3595.e5</ispartof><rights>2020 The Author(s)</rights><rights>Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c595t-df90e0f07c2174091cb20b437324a8db424370c2e716f59fdc01c05b17d51da3</citedby><cites>FETCH-LOGICAL-c595t-df90e0f07c2174091cb20b437324a8db424370c2e716f59fdc01c05b17d51da3</cites><orcidid>0000-0003-2164-350X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32160558$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>De Micheli, Andrea J.</creatorcontrib><creatorcontrib>Laurilliard, Emily J.</creatorcontrib><creatorcontrib>Heinke, Charles L.</creatorcontrib><creatorcontrib>Ravichandran, Hiranmayi</creatorcontrib><creatorcontrib>Fraczek, Paula</creatorcontrib><creatorcontrib>Soueid-Baumgarten, Sharon</creatorcontrib><creatorcontrib>De Vlaminck, Iwijn</creatorcontrib><creatorcontrib>Elemento, Olivier</creatorcontrib><creatorcontrib>Cosgrove, Benjamin D.</creatorcontrib><title>Single-Cell Analysis of the Muscle Stem Cell Hierarchy Identifies Heterotypic Communication Signals Involved in Skeletal Muscle Regeneration</title><title>Cell reports (Cambridge)</title><addtitle>Cell Rep</addtitle><description>Muscle regeneration relies on the regulation of muscle stem cells (MuSCs) through paracrine signaling interactions. We analyzed muscle regeneration in mice using single-cell RNA sequencing (scRNA-seq) and generated over 34,000 single-cell transcriptomes spanning four time-points. We identified 15 distinct cell types including heterogenous populations of muscle stem and progenitor cells. We resolved a hierarchical map of these myogenic cells by trajectory inference and observed stage-specific regulatory programs within this continuum. Through ligand-receptor interaction analysis, we identified over 100 candidate regeneration-associated paracrine communication pairs between MuSCs and non-myogenic cells. We show that myogenic stem/progenitor cells exhibit heterogeneous expression of multiple Syndecan proteins in cycling myogenic cells, suggesting that Syndecans may coordinate myogenic fate regulation. We performed ligand stimulation in vitro and confirmed that three paracrine factors (FGF2, TGFβ1, and RSPO3) regulate myogenic cell proliferation in a Syndecan-dependent manner. Our study provides a scRNA-seq reference resource to investigate cell communication interactions in muscle regeneration.
[Display omitted]
•Single-cell RNA-sequencing identifies cell populations involved in muscle regeneration•Muscle stem/progenitor cells form a hierarchy with stage-specific regulatory programs•Bioinformatic analysis identified paracrine factors influencing muscle stem cells•Syndecan-1/2/4 coordinate paracrine ligand-specific muscle progenitor proliferation
De Micheli et al. present an annotated, time-resolved single-cell transcriptomic atlas of muscle regeneration in adult mice. They observe a hierarchy of muscle stem and progenitor cells that exhibit stage-specific expression programs and show that Syndecan proteins regulate muscle progenitor cell fates by interaction with newly discovered paracrine communication factors.</description><subject>Adipogenesis - genetics</subject><subject>Animals</subject><subject>Cell Communication</subject><subject>Cell Proliferation</subject><subject>Gene Expression Regulation</subject><subject>ligand receptor interaction</subject><subject>Ligands</subject><subject>Mice, Inbred C57BL</subject><subject>Models, Biological</subject><subject>Muscle Development - genetics</subject><subject>muscle stem cells</subject><subject>Muscle, Skeletal - cytology</subject><subject>Muscle, Skeletal - physiology</subject><subject>myogenic differentiation</subject><subject>Paracrine Communication</subject><subject>Receptors, Cell Surface - metabolism</subject><subject>Regeneration</subject><subject>RNA-Seq</subject><subject>Signal Transduction</subject><subject>Single-Cell Analysis</subject><subject>single-cell RNA-sequencing</subject><subject>skeletal muscle regeneration</subject><subject>Stem Cells - metabolism</subject><subject>syndecans</subject><subject>Syndecans - metabolism</subject><issn>2211-1247</issn><issn>2211-1247</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNp9klFv0zAQxyMEYtPYN0DIj7w02I4TJy9IUwW00hAS3bvl2OfUxYmL7VTqd-BD467b2F7wi0_nu9-d7_5F8Z7gkmDSfNqVClyAfUkxxSWmJW74q-KSUkIWhDL--pl9UVzHuMP5NJiQjr0tLipKGlzX7WXxZ2OnwcFiCc6hm0m6Y7QReYPSFtD3OSoHaJNgRPcBKwtBBrU9orWGKVljIaIVJAg-HfdWoaUfx3mySibrJ7SxQyZGtJ4O3h1AI5t9v8BBku4R_hMGmDL1lPCueGNyPFw_3FfF3dcvd8vV4vbHt_Xy5nah6q5OC206DNhgrijhDHdE9RT3rOIVZbLVPaPZxooCJ42pO6MVJgrXPeG6JlpWV8X6jNVe7sQ-2FGGo_DSinuHD4OQIdncnSBAVGVa4KrnrNasbequbasuVzZt3fPM-nxm7ed-BK3yVIJ0L6AvXya7FYM_CJ77ZrzJgI8PgOB_zxCTGG3My3VyAj9HQSve8AoT3uVQdg5VwccYwDyVIVicZCF24iwLcZKFwFRkWeS0D89bfEp6FMG_P0Ce-SGvWERlYVKgbQCV8lTs_yv8BV02zOE</recordid><startdate>20200310</startdate><enddate>20200310</enddate><creator>De Micheli, Andrea J.</creator><creator>Laurilliard, Emily J.</creator><creator>Heinke, Charles L.</creator><creator>Ravichandran, Hiranmayi</creator><creator>Fraczek, Paula</creator><creator>Soueid-Baumgarten, Sharon</creator><creator>De Vlaminck, Iwijn</creator><creator>Elemento, Olivier</creator><creator>Cosgrove, Benjamin D.</creator><general>Elsevier Inc</general><general>Elsevier</general><scope>6I.</scope><scope>AAFTH</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><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-2164-350X</orcidid></search><sort><creationdate>20200310</creationdate><title>Single-Cell Analysis of the Muscle Stem Cell Hierarchy Identifies Heterotypic Communication Signals Involved in Skeletal Muscle Regeneration</title><author>De Micheli, Andrea J. ; Laurilliard, Emily J. ; Heinke, Charles L. ; Ravichandran, Hiranmayi ; Fraczek, Paula ; Soueid-Baumgarten, Sharon ; De Vlaminck, Iwijn ; Elemento, Olivier ; Cosgrove, Benjamin D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c595t-df90e0f07c2174091cb20b437324a8db424370c2e716f59fdc01c05b17d51da3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adipogenesis - genetics</topic><topic>Animals</topic><topic>Cell Communication</topic><topic>Cell Proliferation</topic><topic>Gene Expression Regulation</topic><topic>ligand receptor interaction</topic><topic>Ligands</topic><topic>Mice, Inbred C57BL</topic><topic>Models, Biological</topic><topic>Muscle Development - genetics</topic><topic>muscle stem cells</topic><topic>Muscle, Skeletal - cytology</topic><topic>Muscle, Skeletal - physiology</topic><topic>myogenic differentiation</topic><topic>Paracrine Communication</topic><topic>Receptors, Cell Surface - metabolism</topic><topic>Regeneration</topic><topic>RNA-Seq</topic><topic>Signal Transduction</topic><topic>Single-Cell Analysis</topic><topic>single-cell RNA-sequencing</topic><topic>skeletal muscle regeneration</topic><topic>Stem Cells - metabolism</topic><topic>syndecans</topic><topic>Syndecans - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>De Micheli, Andrea J.</creatorcontrib><creatorcontrib>Laurilliard, Emily J.</creatorcontrib><creatorcontrib>Heinke, Charles L.</creatorcontrib><creatorcontrib>Ravichandran, Hiranmayi</creatorcontrib><creatorcontrib>Fraczek, Paula</creatorcontrib><creatorcontrib>Soueid-Baumgarten, Sharon</creatorcontrib><creatorcontrib>De Vlaminck, Iwijn</creatorcontrib><creatorcontrib>Elemento, Olivier</creatorcontrib><creatorcontrib>Cosgrove, Benjamin D.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</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><collection>Directory of Open Access Journals</collection><jtitle>Cell reports (Cambridge)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>De Micheli, Andrea J.</au><au>Laurilliard, Emily J.</au><au>Heinke, Charles L.</au><au>Ravichandran, Hiranmayi</au><au>Fraczek, Paula</au><au>Soueid-Baumgarten, Sharon</au><au>De Vlaminck, Iwijn</au><au>Elemento, Olivier</au><au>Cosgrove, Benjamin D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Single-Cell Analysis of the Muscle Stem Cell Hierarchy Identifies Heterotypic Communication Signals Involved in Skeletal Muscle Regeneration</atitle><jtitle>Cell reports (Cambridge)</jtitle><addtitle>Cell Rep</addtitle><date>2020-03-10</date><risdate>2020</risdate><volume>30</volume><issue>10</issue><spage>3583</spage><epage>3595.e5</epage><pages>3583-3595.e5</pages><issn>2211-1247</issn><eissn>2211-1247</eissn><abstract>Muscle regeneration relies on the regulation of muscle stem cells (MuSCs) through paracrine signaling interactions. We analyzed muscle regeneration in mice using single-cell RNA sequencing (scRNA-seq) and generated over 34,000 single-cell transcriptomes spanning four time-points. We identified 15 distinct cell types including heterogenous populations of muscle stem and progenitor cells. We resolved a hierarchical map of these myogenic cells by trajectory inference and observed stage-specific regulatory programs within this continuum. Through ligand-receptor interaction analysis, we identified over 100 candidate regeneration-associated paracrine communication pairs between MuSCs and non-myogenic cells. We show that myogenic stem/progenitor cells exhibit heterogeneous expression of multiple Syndecan proteins in cycling myogenic cells, suggesting that Syndecans may coordinate myogenic fate regulation. We performed ligand stimulation in vitro and confirmed that three paracrine factors (FGF2, TGFβ1, and RSPO3) regulate myogenic cell proliferation in a Syndecan-dependent manner. Our study provides a scRNA-seq reference resource to investigate cell communication interactions in muscle regeneration.
[Display omitted]
•Single-cell RNA-sequencing identifies cell populations involved in muscle regeneration•Muscle stem/progenitor cells form a hierarchy with stage-specific regulatory programs•Bioinformatic analysis identified paracrine factors influencing muscle stem cells•Syndecan-1/2/4 coordinate paracrine ligand-specific muscle progenitor proliferation
De Micheli et al. present an annotated, time-resolved single-cell transcriptomic atlas of muscle regeneration in adult mice. They observe a hierarchy of muscle stem and progenitor cells that exhibit stage-specific expression programs and show that Syndecan proteins regulate muscle progenitor cell fates by interaction with newly discovered paracrine communication factors.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>32160558</pmid><doi>10.1016/j.celrep.2020.02.067</doi><orcidid>https://orcid.org/0000-0003-2164-350X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adipogenesis - genetics Animals Cell Communication Cell Proliferation Gene Expression Regulation ligand receptor interaction Ligands Mice, Inbred C57BL Models, Biological Muscle Development - genetics muscle stem cells Muscle, Skeletal - cytology Muscle, Skeletal - physiology myogenic differentiation Paracrine Communication Receptors, Cell Surface - metabolism Regeneration RNA-Seq Signal Transduction Single-Cell Analysis single-cell RNA-sequencing skeletal muscle regeneration Stem Cells - metabolism syndecans Syndecans - metabolism |
title | Single-Cell Analysis of the Muscle Stem Cell Hierarchy Identifies Heterotypic Communication Signals Involved in Skeletal Muscle Regeneration |
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