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Single-cell and spatial heterogeneity landscapes of mature epicardial cells
Tbx18, Wt1, and Tcf21 have been identified as epicardial markers during the early embryonic stage. However, the gene markers of mature epicardial cells remain unclear. Single-cell transcriptomic analysis was performed with the Seurat, Monocle, and CellphoneDB packages in R software with standard pro...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Xi'an Jiaotong University
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10499659/ https://www.ncbi.nlm.nih.gov/pubmed/37719196 http://dx.doi.org/10.1016/j.jpha.2023.07.011 |
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author | Du, Jianlin Yuan, Xin Deng, Haijun Huang, Rongzhong Liu, Bin Xiong, Tianhua Long, Xianglin Zhang, Ling Li, Yingrui She, Qiang |
author_facet | Du, Jianlin Yuan, Xin Deng, Haijun Huang, Rongzhong Liu, Bin Xiong, Tianhua Long, Xianglin Zhang, Ling Li, Yingrui She, Qiang |
author_sort | Du, Jianlin |
collection | PubMed |
description | Tbx18, Wt1, and Tcf21 have been identified as epicardial markers during the early embryonic stage. However, the gene markers of mature epicardial cells remain unclear. Single-cell transcriptomic analysis was performed with the Seurat, Monocle, and CellphoneDB packages in R software with standard procedures. Spatial transcriptomics was performed on chilled Visium Tissue Optimization Slides (10x Genomics) and Visium Spatial Gene Expression Slides (10x Genomics). Spatial transcriptomics analysis was performed with Space Ranger software and R software. Immunofluorescence, whole-mount RNA in situ hybridization and X-gal staining were performed to validate the analysis results. Spatial transcriptomics analysis revealed distinct transcriptional profiles and functions between epicardial tissue and non-epicardial tissue. Several gene markers specific to postnatal epicardial tissue were identified, including Msln, C3, Efemp1, and Upk3b. Single-cell transcriptomic analysis revealed that cardiac cells from wildtype mouse hearts (from embryonic day 9.5 to postnatal day 9) could be categorized into six major cell types, which included epicardial cells. Throughout epicardial development, Wt1, Tbx18, and Upk3b were consistently expressed, whereas genes including Msln, C3, and Efemp1 exhibited increased expression during the mature stages of development. Pseudotime analysis further revealed two epicardial cell fates during maturation. Moreover, Upk3b, Msln, Efemp1, and C3 positive epicardial cells were enriched in extracellular matrix signaling. Our results suggested Upk3b, Efemp1, Msln, C3, and other genes were mature epicardium markers. Extracellular matrix signaling was found to play a critical role in the mature epicardium, thus suggesting potential therapeutic targets for heart regeneration in future clinical practice. |
format | Online Article Text |
id | pubmed-10499659 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Xi'an Jiaotong University |
record_format | MEDLINE/PubMed |
spelling | pubmed-104996592023-09-15 Single-cell and spatial heterogeneity landscapes of mature epicardial cells Du, Jianlin Yuan, Xin Deng, Haijun Huang, Rongzhong Liu, Bin Xiong, Tianhua Long, Xianglin Zhang, Ling Li, Yingrui She, Qiang J Pharm Anal Original Article Tbx18, Wt1, and Tcf21 have been identified as epicardial markers during the early embryonic stage. However, the gene markers of mature epicardial cells remain unclear. Single-cell transcriptomic analysis was performed with the Seurat, Monocle, and CellphoneDB packages in R software with standard procedures. Spatial transcriptomics was performed on chilled Visium Tissue Optimization Slides (10x Genomics) and Visium Spatial Gene Expression Slides (10x Genomics). Spatial transcriptomics analysis was performed with Space Ranger software and R software. Immunofluorescence, whole-mount RNA in situ hybridization and X-gal staining were performed to validate the analysis results. Spatial transcriptomics analysis revealed distinct transcriptional profiles and functions between epicardial tissue and non-epicardial tissue. Several gene markers specific to postnatal epicardial tissue were identified, including Msln, C3, Efemp1, and Upk3b. Single-cell transcriptomic analysis revealed that cardiac cells from wildtype mouse hearts (from embryonic day 9.5 to postnatal day 9) could be categorized into six major cell types, which included epicardial cells. Throughout epicardial development, Wt1, Tbx18, and Upk3b were consistently expressed, whereas genes including Msln, C3, and Efemp1 exhibited increased expression during the mature stages of development. Pseudotime analysis further revealed two epicardial cell fates during maturation. Moreover, Upk3b, Msln, Efemp1, and C3 positive epicardial cells were enriched in extracellular matrix signaling. Our results suggested Upk3b, Efemp1, Msln, C3, and other genes were mature epicardium markers. Extracellular matrix signaling was found to play a critical role in the mature epicardium, thus suggesting potential therapeutic targets for heart regeneration in future clinical practice. Xi'an Jiaotong University 2023-08 2023-07-22 /pmc/articles/PMC10499659/ /pubmed/37719196 http://dx.doi.org/10.1016/j.jpha.2023.07.011 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Article Du, Jianlin Yuan, Xin Deng, Haijun Huang, Rongzhong Liu, Bin Xiong, Tianhua Long, Xianglin Zhang, Ling Li, Yingrui She, Qiang Single-cell and spatial heterogeneity landscapes of mature epicardial cells |
title | Single-cell and spatial heterogeneity landscapes of mature epicardial cells |
title_full | Single-cell and spatial heterogeneity landscapes of mature epicardial cells |
title_fullStr | Single-cell and spatial heterogeneity landscapes of mature epicardial cells |
title_full_unstemmed | Single-cell and spatial heterogeneity landscapes of mature epicardial cells |
title_short | Single-cell and spatial heterogeneity landscapes of mature epicardial cells |
title_sort | single-cell and spatial heterogeneity landscapes of mature epicardial cells |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10499659/ https://www.ncbi.nlm.nih.gov/pubmed/37719196 http://dx.doi.org/10.1016/j.jpha.2023.07.011 |
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