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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2020
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.
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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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