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Revealing the Organ-Specific Expression of SPTBN1 using Single-Cell RNA Sequencing Analysis

Despite the recent technological advances in single-cell RNA sequencing, it is still unknown how three marker genes (SPTBN1, EPDR1, and PKDCC), which are associated with bone fractures and highly expressed in the muscle tissue, are contributing to the development of other tissues and organs at the c...

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Autores principales: Jung, Jongyun, Wu, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10274633/
https://www.ncbi.nlm.nih.gov/pubmed/37333135
http://dx.doi.org/10.1101/2023.06.01.543198
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author Jung, Jongyun
Wu, Qing
author_facet Jung, Jongyun
Wu, Qing
author_sort Jung, Jongyun
collection PubMed
description Despite the recent technological advances in single-cell RNA sequencing, it is still unknown how three marker genes (SPTBN1, EPDR1, and PKDCC), which are associated with bone fractures and highly expressed in the muscle tissue, are contributing to the development of other tissues and organs at the cellular level. This study aims to analyze three marker genes at the single-cell level using 15 organ tissue types of adult human cell atlas (AHCA). The single-cell RNA sequencing analysis used three marker genes and a publicly available AHCA data set. AHCA data set contains more than 84,000 cells from 15 organ tissue types. Quality control filtering, dimensionality reduction, clustering for cells, and data visualization were performed using the Seurat package. A total of 15 organ types are included in the downloaded data sets: Bladder, Blood, Common Bile Duct, Esophagus, Heart, Liver, Lymph Node, Marrow, Muscle, Rectum, Skin, Small Intestine, Spleen, Stomach, and Trachea. In total, 84,363 cells and 228,508 genes were included in the integrated analysis. A marker gene of SPTBN1 is highly expressed across all 15 organ types, particularly in the Fibroblasts, Smooth muscle cells, and Tissue stem cells of the Bladder, Esophagus, Heart, Muscle, Rectum, Skin, and Trachea. In contrast, EPDR1 is highly expressed in the Muscle, Heart, and Trachea, and PKDCC is only expressed in Heart. In conclusion, SPTBN1 is an essential protein gene in physiological development and plays a critical role in the high expression of fibroblasts in multiple organ types. Targeting SPTBN1 may prove beneficial for fracture healing and drug discovery.
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spelling pubmed-102746332023-06-17 Revealing the Organ-Specific Expression of SPTBN1 using Single-Cell RNA Sequencing Analysis Jung, Jongyun Wu, Qing bioRxiv Article Despite the recent technological advances in single-cell RNA sequencing, it is still unknown how three marker genes (SPTBN1, EPDR1, and PKDCC), which are associated with bone fractures and highly expressed in the muscle tissue, are contributing to the development of other tissues and organs at the cellular level. This study aims to analyze three marker genes at the single-cell level using 15 organ tissue types of adult human cell atlas (AHCA). The single-cell RNA sequencing analysis used three marker genes and a publicly available AHCA data set. AHCA data set contains more than 84,000 cells from 15 organ tissue types. Quality control filtering, dimensionality reduction, clustering for cells, and data visualization were performed using the Seurat package. A total of 15 organ types are included in the downloaded data sets: Bladder, Blood, Common Bile Duct, Esophagus, Heart, Liver, Lymph Node, Marrow, Muscle, Rectum, Skin, Small Intestine, Spleen, Stomach, and Trachea. In total, 84,363 cells and 228,508 genes were included in the integrated analysis. A marker gene of SPTBN1 is highly expressed across all 15 organ types, particularly in the Fibroblasts, Smooth muscle cells, and Tissue stem cells of the Bladder, Esophagus, Heart, Muscle, Rectum, Skin, and Trachea. In contrast, EPDR1 is highly expressed in the Muscle, Heart, and Trachea, and PKDCC is only expressed in Heart. In conclusion, SPTBN1 is an essential protein gene in physiological development and plays a critical role in the high expression of fibroblasts in multiple organ types. Targeting SPTBN1 may prove beneficial for fracture healing and drug discovery. Cold Spring Harbor Laboratory 2023-06-05 /pmc/articles/PMC10274633/ /pubmed/37333135 http://dx.doi.org/10.1101/2023.06.01.543198 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use.
spellingShingle Article
Jung, Jongyun
Wu, Qing
Revealing the Organ-Specific Expression of SPTBN1 using Single-Cell RNA Sequencing Analysis
title Revealing the Organ-Specific Expression of SPTBN1 using Single-Cell RNA Sequencing Analysis
title_full Revealing the Organ-Specific Expression of SPTBN1 using Single-Cell RNA Sequencing Analysis
title_fullStr Revealing the Organ-Specific Expression of SPTBN1 using Single-Cell RNA Sequencing Analysis
title_full_unstemmed Revealing the Organ-Specific Expression of SPTBN1 using Single-Cell RNA Sequencing Analysis
title_short Revealing the Organ-Specific Expression of SPTBN1 using Single-Cell RNA Sequencing Analysis
title_sort revealing the organ-specific expression of sptbn1 using single-cell rna sequencing analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10274633/
https://www.ncbi.nlm.nih.gov/pubmed/37333135
http://dx.doi.org/10.1101/2023.06.01.543198
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