1. Landscape of transcription and expression regulated by DNA methylation related to age of donor and cell passage in adipose-derived mesenchymal stem cells
- Author
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Hong-Mian Li, Zhi-Zhai Luo, Yong-Xian Rong, Yan-Fei Ma, Yu Liu, Dong-Lin Hunag, Zhijie Liang, Fang-Xiao Wu, Zhong-Quan Qi, Steven Mo, Xin-Heng Liu, and Guan-Ming Lu
- Subjects
Adult ,Aging ,Cell type ,Stromal cell ,Proteome ,regenerative medicine ,tissue regeneration ,Biology ,Young Adult ,Transcription (biology) ,Humans ,Gene ,adipose-derived mesenchymal stem cells ,WGCNA ,Mesenchymal stem cell ,TCGAbiolinks ,Mesenchymal Stem Cells ,Cell Biology ,Methylation ,DNA Methylation ,Middle Aged ,Cell biology ,Gene Expression Regulation ,Cell culture ,DNA methylation ,Female ,Transcriptome ,Research Paper - Abstract
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.
- Published
- 2020