Solute carrier (SLC) expression reveals skeletogenic cell diversity
Within the developing embryo is a microcosm of cell type diversity. Single cell RNA-sequencing (scRNA-seq) is used to reveal cell types, typically by grouping cells according to their gene regulatory states. However, both across and within these regulatory states are additional layers of cellular di...
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Veröffentlicht in: | Developmental biology 2023-11, Vol.503, p.68-82 |
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description | Within the developing embryo is a microcosm of cell type diversity. Single cell RNA-sequencing (scRNA-seq) is used to reveal cell types, typically by grouping cells according to their gene regulatory states. However, both across and within these regulatory states are additional layers of cellular diversity represented by the differential expression of genes that govern cell function. Here, we analyzed scRNA-seq data representing the late gastrula stage of Strongylocentrotus purpuratus (purple sea urchin) to understand the patterning of transporters belonging to the ABC and SLC families. These transporters handle diverse substrates from amino acids to signaling molecules, nutrients and xenobiotics. Using transporter-based clustering, we identified unique transporter patterns that are both shared across cell lineages, as well as those that were unique to known cell types. We further explored three patterns of transporter expression in mesodermal cells including secondary mesenchyme cells (pigment cells and blastocoelar cells) and skeletogenic cells (primary mesenchyme cells). The results revealed the enrichment of SMTs potentially involved in nutrient absorption (SLC5A9, SLC7A11, SLC35F3, and SLC52A3) and skeletogenesis (SLC9A3, SLC13A2/3/5, and SLC39A13) in pigment cells and blastocoelar cells respectively. The results indicated that the strategy of clustering by cellular activity can be useful for discovering cellular populations that would otherwise remain obscured.
[Display omitted]
•We examined small molecule transporters (SMTs) in sea urchin scRNAseq data.•SMTs were related to neurotransmitters, nutrients and biomineralization.•We clustered cells on the basis of SMT expression i.e. “activity patterns” (APs).•Distinctive SMT APs were found in sub-populations of mesenchymal cells.•The APs revealed cryptic skeletogenic secondary mesenchymal cells. |
doi_str_mv | 10.1016/j.ydbio.2023.08.004 |
format | Article |
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[Display omitted]
•We examined small molecule transporters (SMTs) in sea urchin scRNAseq data.•SMTs were related to neurotransmitters, nutrients and biomineralization.•We clustered cells on the basis of SMT expression i.e. “activity patterns” (APs).•Distinctive SMT APs were found in sub-populations of mesenchymal cells.•The APs revealed cryptic skeletogenic secondary mesenchymal cells.</description><identifier>ISSN: 0012-1606</identifier><identifier>EISSN: 1095-564X</identifier><identifier>DOI: 10.1016/j.ydbio.2023.08.004</identifier><language>eng</language><publisher>Elsevier Inc</publisher><ispartof>Developmental biology, 2023-11, Vol.503, p.68-82</ispartof><rights>2023 The Authors</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c381t-a1f08f56d49690e966c6ec2c10f4a38eb213ad5a1cbc434efab2b0f055b63ba73</citedby><cites>FETCH-LOGICAL-c381t-a1f08f56d49690e966c6ec2c10f4a38eb213ad5a1cbc434efab2b0f055b63ba73</cites><orcidid>0000-0003-2568-048X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ydbio.2023.08.004$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Lee, Yoon</creatorcontrib><creatorcontrib>Tjeerdema, Evan</creatorcontrib><creatorcontrib>Kling, Svenja</creatorcontrib><creatorcontrib>Chang, Nathan</creatorcontrib><creatorcontrib>Hamdoun, Amro</creatorcontrib><title>Solute carrier (SLC) expression reveals skeletogenic cell diversity</title><title>Developmental biology</title><description>Within the developing embryo is a microcosm of cell type diversity. Single cell RNA-sequencing (scRNA-seq) is used to reveal cell types, typically by grouping cells according to their gene regulatory states. However, both across and within these regulatory states are additional layers of cellular diversity represented by the differential expression of genes that govern cell function. Here, we analyzed scRNA-seq data representing the late gastrula stage of Strongylocentrotus purpuratus (purple sea urchin) to understand the patterning of transporters belonging to the ABC and SLC families. These transporters handle diverse substrates from amino acids to signaling molecules, nutrients and xenobiotics. Using transporter-based clustering, we identified unique transporter patterns that are both shared across cell lineages, as well as those that were unique to known cell types. We further explored three patterns of transporter expression in mesodermal cells including secondary mesenchyme cells (pigment cells and blastocoelar cells) and skeletogenic cells (primary mesenchyme cells). The results revealed the enrichment of SMTs potentially involved in nutrient absorption (SLC5A9, SLC7A11, SLC35F3, and SLC52A3) and skeletogenesis (SLC9A3, SLC13A2/3/5, and SLC39A13) in pigment cells and blastocoelar cells respectively. The results indicated that the strategy of clustering by cellular activity can be useful for discovering cellular populations that would otherwise remain obscured.
[Display omitted]
•We examined small molecule transporters (SMTs) in sea urchin scRNAseq data.•SMTs were related to neurotransmitters, nutrients and biomineralization.•We clustered cells on the basis of SMT expression i.e. “activity patterns” (APs).•Distinctive SMT APs were found in sub-populations of mesenchymal cells.•The APs revealed cryptic skeletogenic secondary mesenchymal cells.</description><issn>0012-1606</issn><issn>1095-564X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kD1PwzAQQC0EEqXwC1g8liHhbCfGGRhQxJdUiaEgsVmOc0YuaVzstKL_npQyM93y3unuEXLJIGfA5PUy37WNDzkHLnJQOUBxRCYMqjIrZfF-TCYAjGdMgjwlZyktAUAoJSakXoRuMyC1JkaPkc4W8_qK4vc6Yko-9DTiFk2XaPrEDofwgb231GLX0dZvMSY_7M7JiRsRvPibU_L2cP9aP2Xzl8fn-m6eWaHYkBnmQLlStkUlK8BKSivRcsvAFUYobDgTpi0Ns40tRIHONLwBB2XZSNGYGzEls8PedQxfG0yDXvm0P8X0GDZJc1WqYsSlHFFxQG0MKUV0eh39ysSdZqD3yfRS_ybT-2QalB6TjdbtwcLxi-2YQyfrsbfY-oh20G3w__o_itV2ag</recordid><startdate>202311</startdate><enddate>202311</enddate><creator>Lee, Yoon</creator><creator>Tjeerdema, Evan</creator><creator>Kling, Svenja</creator><creator>Chang, Nathan</creator><creator>Hamdoun, Amro</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2568-048X</orcidid></search><sort><creationdate>202311</creationdate><title>Solute carrier (SLC) expression reveals skeletogenic cell diversity</title><author>Lee, Yoon ; Tjeerdema, Evan ; Kling, Svenja ; Chang, Nathan ; Hamdoun, Amro</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c381t-a1f08f56d49690e966c6ec2c10f4a38eb213ad5a1cbc434efab2b0f055b63ba73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lee, Yoon</creatorcontrib><creatorcontrib>Tjeerdema, Evan</creatorcontrib><creatorcontrib>Kling, Svenja</creatorcontrib><creatorcontrib>Chang, Nathan</creatorcontrib><creatorcontrib>Hamdoun, Amro</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Developmental biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lee, Yoon</au><au>Tjeerdema, Evan</au><au>Kling, Svenja</au><au>Chang, Nathan</au><au>Hamdoun, Amro</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Solute carrier (SLC) expression reveals skeletogenic cell diversity</atitle><jtitle>Developmental biology</jtitle><date>2023-11</date><risdate>2023</risdate><volume>503</volume><spage>68</spage><epage>82</epage><pages>68-82</pages><issn>0012-1606</issn><eissn>1095-564X</eissn><abstract>Within the developing embryo is a microcosm of cell type diversity. Single cell RNA-sequencing (scRNA-seq) is used to reveal cell types, typically by grouping cells according to their gene regulatory states. However, both across and within these regulatory states are additional layers of cellular diversity represented by the differential expression of genes that govern cell function. Here, we analyzed scRNA-seq data representing the late gastrula stage of Strongylocentrotus purpuratus (purple sea urchin) to understand the patterning of transporters belonging to the ABC and SLC families. These transporters handle diverse substrates from amino acids to signaling molecules, nutrients and xenobiotics. Using transporter-based clustering, we identified unique transporter patterns that are both shared across cell lineages, as well as those that were unique to known cell types. We further explored three patterns of transporter expression in mesodermal cells including secondary mesenchyme cells (pigment cells and blastocoelar cells) and skeletogenic cells (primary mesenchyme cells). The results revealed the enrichment of SMTs potentially involved in nutrient absorption (SLC5A9, SLC7A11, SLC35F3, and SLC52A3) and skeletogenesis (SLC9A3, SLC13A2/3/5, and SLC39A13) in pigment cells and blastocoelar cells respectively. The results indicated that the strategy of clustering by cellular activity can be useful for discovering cellular populations that would otherwise remain obscured.
[Display omitted]
•We examined small molecule transporters (SMTs) in sea urchin scRNAseq data.•SMTs were related to neurotransmitters, nutrients and biomineralization.•We clustered cells on the basis of SMT expression i.e. “activity patterns” (APs).•Distinctive SMT APs were found in sub-populations of mesenchymal cells.•The APs revealed cryptic skeletogenic secondary mesenchymal cells.</abstract><pub>Elsevier Inc</pub><doi>10.1016/j.ydbio.2023.08.004</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0003-2568-048X</orcidid><oa>free_for_read</oa></addata></record> |
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title | Solute carrier (SLC) expression reveals skeletogenic cell diversity |
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