Cargando…

Identifying the key genes regulating mesenchymal stem cells chondrogenic differentiation: an in vitro study

BACKGROUND: Mesenchymal stem cells (MSCs) possess the potential to differentiate into chondrocytes, which makes them an ideal source for healing cartilage defects. Here, we seek to identify the essential genes participating in MSCs chondrogenesis. METHODS: Human MSCs were induced for chondrogenesis...

Descripción completa

Detalles Bibliográficos
Autores principales: Liang, Tongzhou, Li, Pengfei, Liang, Anjing, Zhu, Yuanxin, Qiu, Xianjian, Qiu, Jincheng, Peng, Yan, Huang, Dongsheng, Gao, Wenjie, Gao, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9664719/
https://www.ncbi.nlm.nih.gov/pubmed/36380336
http://dx.doi.org/10.1186/s12891-022-05958-7
_version_ 1784831159257006080
author Liang, Tongzhou
Li, Pengfei
Liang, Anjing
Zhu, Yuanxin
Qiu, Xianjian
Qiu, Jincheng
Peng, Yan
Huang, Dongsheng
Gao, Wenjie
Gao, Bo
author_facet Liang, Tongzhou
Li, Pengfei
Liang, Anjing
Zhu, Yuanxin
Qiu, Xianjian
Qiu, Jincheng
Peng, Yan
Huang, Dongsheng
Gao, Wenjie
Gao, Bo
author_sort Liang, Tongzhou
collection PubMed
description BACKGROUND: Mesenchymal stem cells (MSCs) possess the potential to differentiate into chondrocytes, which makes them an ideal source for healing cartilage defects. Here, we seek to identify the essential genes participating in MSCs chondrogenesis. METHODS: Human MSCs were induced for chondrogenesis for 7, 14, and 21 days using a high-density micromass culture system, and RNA was extracted for RNA-seq. RESULTS: A total of 6247 differentially expressed genes (DEGs) were identified on day 7, and 85 DEGs were identified on day 14. However, no significant DEGs was identified on day 21. The top 30 DEGs at day 7, including COL9A3, COL10A1, and CILP2, are closely related to extracellular matrix organization. While the top 30 DEGs at day 14 revealed that inflammation-related genes were enriched, including CXCL8, TLR2, and CCL20. We also conducted protein–protein interaction (PPI) networks analysis using the search tool for the retrieval of interacting genes (STRING) database and identified key hub genes, including CXCL8, TLR2, CCL20, and MMP3. The transcriptional factors were also analyzed, identifying the top 5 TFs: LEF1, FOXO1, RORA, BHLHE41, and SOX5. We demonstrated one particular TF, RORA, in promoting early MSCs chondrogenesis. CONCLUSIONS: Taken together, our results suggested that these DEGs may have a complex effect on MSCs chondrogenesis both synergistically and solitarily.
format Online
Article
Text
id pubmed-9664719
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-96647192022-11-15 Identifying the key genes regulating mesenchymal stem cells chondrogenic differentiation: an in vitro study Liang, Tongzhou Li, Pengfei Liang, Anjing Zhu, Yuanxin Qiu, Xianjian Qiu, Jincheng Peng, Yan Huang, Dongsheng Gao, Wenjie Gao, Bo BMC Musculoskelet Disord Research BACKGROUND: Mesenchymal stem cells (MSCs) possess the potential to differentiate into chondrocytes, which makes them an ideal source for healing cartilage defects. Here, we seek to identify the essential genes participating in MSCs chondrogenesis. METHODS: Human MSCs were induced for chondrogenesis for 7, 14, and 21 days using a high-density micromass culture system, and RNA was extracted for RNA-seq. RESULTS: A total of 6247 differentially expressed genes (DEGs) were identified on day 7, and 85 DEGs were identified on day 14. However, no significant DEGs was identified on day 21. The top 30 DEGs at day 7, including COL9A3, COL10A1, and CILP2, are closely related to extracellular matrix organization. While the top 30 DEGs at day 14 revealed that inflammation-related genes were enriched, including CXCL8, TLR2, and CCL20. We also conducted protein–protein interaction (PPI) networks analysis using the search tool for the retrieval of interacting genes (STRING) database and identified key hub genes, including CXCL8, TLR2, CCL20, and MMP3. The transcriptional factors were also analyzed, identifying the top 5 TFs: LEF1, FOXO1, RORA, BHLHE41, and SOX5. We demonstrated one particular TF, RORA, in promoting early MSCs chondrogenesis. CONCLUSIONS: Taken together, our results suggested that these DEGs may have a complex effect on MSCs chondrogenesis both synergistically and solitarily. BioMed Central 2022-11-15 /pmc/articles/PMC9664719/ /pubmed/36380336 http://dx.doi.org/10.1186/s12891-022-05958-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Liang, Tongzhou
Li, Pengfei
Liang, Anjing
Zhu, Yuanxin
Qiu, Xianjian
Qiu, Jincheng
Peng, Yan
Huang, Dongsheng
Gao, Wenjie
Gao, Bo
Identifying the key genes regulating mesenchymal stem cells chondrogenic differentiation: an in vitro study
title Identifying the key genes regulating mesenchymal stem cells chondrogenic differentiation: an in vitro study
title_full Identifying the key genes regulating mesenchymal stem cells chondrogenic differentiation: an in vitro study
title_fullStr Identifying the key genes regulating mesenchymal stem cells chondrogenic differentiation: an in vitro study
title_full_unstemmed Identifying the key genes regulating mesenchymal stem cells chondrogenic differentiation: an in vitro study
title_short Identifying the key genes regulating mesenchymal stem cells chondrogenic differentiation: an in vitro study
title_sort identifying the key genes regulating mesenchymal stem cells chondrogenic differentiation: an in vitro study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9664719/
https://www.ncbi.nlm.nih.gov/pubmed/36380336
http://dx.doi.org/10.1186/s12891-022-05958-7
work_keys_str_mv AT liangtongzhou identifyingthekeygenesregulatingmesenchymalstemcellschondrogenicdifferentiationaninvitrostudy
AT lipengfei identifyingthekeygenesregulatingmesenchymalstemcellschondrogenicdifferentiationaninvitrostudy
AT lianganjing identifyingthekeygenesregulatingmesenchymalstemcellschondrogenicdifferentiationaninvitrostudy
AT zhuyuanxin identifyingthekeygenesregulatingmesenchymalstemcellschondrogenicdifferentiationaninvitrostudy
AT qiuxianjian identifyingthekeygenesregulatingmesenchymalstemcellschondrogenicdifferentiationaninvitrostudy
AT qiujincheng identifyingthekeygenesregulatingmesenchymalstemcellschondrogenicdifferentiationaninvitrostudy
AT pengyan identifyingthekeygenesregulatingmesenchymalstemcellschondrogenicdifferentiationaninvitrostudy
AT huangdongsheng identifyingthekeygenesregulatingmesenchymalstemcellschondrogenicdifferentiationaninvitrostudy
AT gaowenjie identifyingthekeygenesregulatingmesenchymalstemcellschondrogenicdifferentiationaninvitrostudy
AT gaobo identifyingthekeygenesregulatingmesenchymalstemcellschondrogenicdifferentiationaninvitrostudy