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Landscape of transcription and expression regulated by DNA methylation related to age of donor and cell passage in adipose-derived mesenchymal stem cells
Adipose-derived mesenchymal stem cells (ADSCs) are pluripotent stromal cells that can differentiate into a variety of cell types, including skin cells. High-throughput sequencing was performed on cells of different ages and cell passage, obtaining their methylation, mRNA expression, and protein prof...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7695361/ https://www.ncbi.nlm.nih.gov/pubmed/33130636 http://dx.doi.org/10.18632/aging.103809 |
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author | Lu, Guan-Ming Rong, Yong-Xian Liang, Zhi-Jie Hunag, Dong-lin Ma, Yan-Fei Luo, Zhi-Zhai Wu, Fang-Xiao Liu, Xin-Heng Liu, Yu Mo, Steven Qi, Zhong-Quan Li, Hong-Mian |
author_facet | Lu, Guan-Ming Rong, Yong-Xian Liang, Zhi-Jie Hunag, Dong-lin Ma, Yan-Fei Luo, Zhi-Zhai Wu, Fang-Xiao Liu, Xin-Heng Liu, Yu Mo, Steven Qi, Zhong-Quan Li, Hong-Mian |
author_sort | Lu, Guan-Ming |
collection | PubMed |
description | Adipose-derived mesenchymal stem cells (ADSCs) are pluripotent stromal cells that can differentiate into a variety of cell types, including skin cells. High-throughput sequencing was performed on cells of different ages and cell passage, obtaining their methylation, mRNA expression, and protein profile data. The stemness of each sample was then calculated using the TCGAbiolinks package in R. Co-expression modules were identified using WGCNA, and a crosstalk analysis was performed on the corresponding modules. The ClusterProfile package was used for the functional annotation of module genes. Finally, the regulatory network diagram was visualized using the Cytoscape software. First, a total of 16 modules were identified, where 3 modules were screened that were most relevant to the phenotype. 29 genes were screened in combination of the RNA seq, DNA methylation seq and protein iTRAQ. Finally, a comprehensive landscape comprised of RNA expression, DNA methylation and protein profiles of age relevant ADSCs was constructed. Overall, the different omics of ADSCs were comprehensively analyzed in order to reveal mechanisms pertaining to their growth and development. The effects of age, cell passage, and stemness on the therapeutic effect of ADSCs were explored. Additionally, a theoretical basis for selecting appropriate ADSC donors for regenerative medicine was provided. |
format | Online Article Text |
id | pubmed-7695361 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-76953612020-12-04 Landscape of transcription and expression regulated by DNA methylation related to age of donor and cell passage in adipose-derived mesenchymal stem cells Lu, Guan-Ming Rong, Yong-Xian Liang, Zhi-Jie Hunag, Dong-lin Ma, Yan-Fei Luo, Zhi-Zhai Wu, Fang-Xiao Liu, Xin-Heng Liu, Yu Mo, Steven Qi, Zhong-Quan Li, Hong-Mian Aging (Albany NY) Research Paper Adipose-derived mesenchymal stem cells (ADSCs) are pluripotent stromal cells that can differentiate into a variety of cell types, including skin cells. High-throughput sequencing was performed on cells of different ages and cell passage, obtaining their methylation, mRNA expression, and protein profile data. The stemness of each sample was then calculated using the TCGAbiolinks package in R. Co-expression modules were identified using WGCNA, and a crosstalk analysis was performed on the corresponding modules. The ClusterProfile package was used for the functional annotation of module genes. Finally, the regulatory network diagram was visualized using the Cytoscape software. First, a total of 16 modules were identified, where 3 modules were screened that were most relevant to the phenotype. 29 genes were screened in combination of the RNA seq, DNA methylation seq and protein iTRAQ. Finally, a comprehensive landscape comprised of RNA expression, DNA methylation and protein profiles of age relevant ADSCs was constructed. Overall, the different omics of ADSCs were comprehensively analyzed in order to reveal mechanisms pertaining to their growth and development. The effects of age, cell passage, and stemness on the therapeutic effect of ADSCs were explored. Additionally, a theoretical basis for selecting appropriate ADSC donors for regenerative medicine was provided. Impact Journals 2020-10-31 /pmc/articles/PMC7695361/ /pubmed/33130636 http://dx.doi.org/10.18632/aging.103809 Text en Copyright: © 2020 Lu et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Lu, Guan-Ming Rong, Yong-Xian Liang, Zhi-Jie Hunag, Dong-lin Ma, Yan-Fei Luo, Zhi-Zhai Wu, Fang-Xiao Liu, Xin-Heng Liu, Yu Mo, Steven Qi, Zhong-Quan Li, Hong-Mian Landscape of transcription and expression regulated by DNA methylation related to age of donor and cell passage in adipose-derived mesenchymal stem cells |
title | Landscape of transcription and expression regulated by DNA methylation related to age of donor and cell passage in adipose-derived mesenchymal stem cells |
title_full | Landscape of transcription and expression regulated by DNA methylation related to age of donor and cell passage in adipose-derived mesenchymal stem cells |
title_fullStr | Landscape of transcription and expression regulated by DNA methylation related to age of donor and cell passage in adipose-derived mesenchymal stem cells |
title_full_unstemmed | Landscape of transcription and expression regulated by DNA methylation related to age of donor and cell passage in adipose-derived mesenchymal stem cells |
title_short | Landscape of transcription and expression regulated by DNA methylation related to age of donor and cell passage in adipose-derived mesenchymal stem cells |
title_sort | landscape of transcription and expression regulated by dna methylation related to age of donor and cell passage in adipose-derived mesenchymal stem cells |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7695361/ https://www.ncbi.nlm.nih.gov/pubmed/33130636 http://dx.doi.org/10.18632/aging.103809 |
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