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Expression analysis of human adipose-derived stem cells during in vitro differentiation to an adipocyte lineage
BACKGROUND: Adipose tissue-derived stromal stem cells (ASCs) represent a promising regenerative resource for soft tissue reconstruction. Although autologous grafting of whole fat has long been practiced, a major clinical limitation of this technique is inconsistent long-term graft retention. To unde...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4513754/ https://www.ncbi.nlm.nih.gov/pubmed/26205789 http://dx.doi.org/10.1186/s12920-015-0119-8 |
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author | Satish, Latha Krill-Burger, J. Michael Gallo, Phillip H. Etages, Shelley Des Liu, Fang Philips, Brian J. Ravuri, Sudheer Marra, Kacey G. LaFramboise, William A. Kathju, Sandeep Rubin, J. Peter |
author_facet | Satish, Latha Krill-Burger, J. Michael Gallo, Phillip H. Etages, Shelley Des Liu, Fang Philips, Brian J. Ravuri, Sudheer Marra, Kacey G. LaFramboise, William A. Kathju, Sandeep Rubin, J. Peter |
author_sort | Satish, Latha |
collection | PubMed |
description | BACKGROUND: Adipose tissue-derived stromal stem cells (ASCs) represent a promising regenerative resource for soft tissue reconstruction. Although autologous grafting of whole fat has long been practiced, a major clinical limitation of this technique is inconsistent long-term graft retention. To understand the changes in cell function during the transition of ASCs into fully mature fat cells, we compared the transcriptome profiles of cultured undifferentiated human primary ASCs under conditions leading to acquisition of a mature adipocyte phenotype. METHODS: Microarray analysis was performed on total RNA extracted from separate ACS isolates of six human adult females before and after 7 days (7 days: early stage) and 21 days (21 days: late stage) of adipocyte differentiation in vitro. Differential gene expression profiles were determined using Partek Genomics Suite Version 6.4 for analysis of variance (ANOVA) based on time in culture. We also performed unsupervised hierarchical clustering to test for gene expression patterns among the three cell populations. Ingenuity Pathway Analysis was used to determine biologically significant networks and canonical pathways relevant to adipogenesis. RESULTS: Cells at each stage showed remarkable intra-group consistency of expression profiles while abundant differences were detected across stages and groups. More than 14,000 transcripts were significantly altered during differentiation while ~6000 transcripts were affected between 7 days and 21 days cultures. Setting a cutoff of +/-two-fold change, 1350 transcripts were elevated while 2929 genes were significantly decreased by 7 days. Comparison of early and late stage cultures revealed increased expression of 1107 transcripts while 606 genes showed significantly reduced expression. In addition to confirming differential expression of known markers of adipogenesis (e.g., FABP4, ADIPOQ, PLIN4), multiple genes and signaling pathways not previously known to be involved in regulating adipogenesis were identified (e.g. POSTN, PPP1R1A, FGF11) as potential novel mediators of adipogenesis. Quantitative RT-PCR validated the microarray results. CONCLUSIONS: ASC maturation into an adipocyte phenotype proceeds from a gene expression program that involves thousands of genes. This is the first study to compare mRNA expression profiles during early and late stage adipogenesis using cultured human primary ASCs from multiple patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12920-015-0119-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4513754 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-45137542015-07-25 Expression analysis of human adipose-derived stem cells during in vitro differentiation to an adipocyte lineage Satish, Latha Krill-Burger, J. Michael Gallo, Phillip H. Etages, Shelley Des Liu, Fang Philips, Brian J. Ravuri, Sudheer Marra, Kacey G. LaFramboise, William A. Kathju, Sandeep Rubin, J. Peter BMC Med Genomics Research Article BACKGROUND: Adipose tissue-derived stromal stem cells (ASCs) represent a promising regenerative resource for soft tissue reconstruction. Although autologous grafting of whole fat has long been practiced, a major clinical limitation of this technique is inconsistent long-term graft retention. To understand the changes in cell function during the transition of ASCs into fully mature fat cells, we compared the transcriptome profiles of cultured undifferentiated human primary ASCs under conditions leading to acquisition of a mature adipocyte phenotype. METHODS: Microarray analysis was performed on total RNA extracted from separate ACS isolates of six human adult females before and after 7 days (7 days: early stage) and 21 days (21 days: late stage) of adipocyte differentiation in vitro. Differential gene expression profiles were determined using Partek Genomics Suite Version 6.4 for analysis of variance (ANOVA) based on time in culture. We also performed unsupervised hierarchical clustering to test for gene expression patterns among the three cell populations. Ingenuity Pathway Analysis was used to determine biologically significant networks and canonical pathways relevant to adipogenesis. RESULTS: Cells at each stage showed remarkable intra-group consistency of expression profiles while abundant differences were detected across stages and groups. More than 14,000 transcripts were significantly altered during differentiation while ~6000 transcripts were affected between 7 days and 21 days cultures. Setting a cutoff of +/-two-fold change, 1350 transcripts were elevated while 2929 genes were significantly decreased by 7 days. Comparison of early and late stage cultures revealed increased expression of 1107 transcripts while 606 genes showed significantly reduced expression. In addition to confirming differential expression of known markers of adipogenesis (e.g., FABP4, ADIPOQ, PLIN4), multiple genes and signaling pathways not previously known to be involved in regulating adipogenesis were identified (e.g. POSTN, PPP1R1A, FGF11) as potential novel mediators of adipogenesis. Quantitative RT-PCR validated the microarray results. CONCLUSIONS: ASC maturation into an adipocyte phenotype proceeds from a gene expression program that involves thousands of genes. This is the first study to compare mRNA expression profiles during early and late stage adipogenesis using cultured human primary ASCs from multiple patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12920-015-0119-8) contains supplementary material, which is available to authorized users. BioMed Central 2015-07-24 /pmc/articles/PMC4513754/ /pubmed/26205789 http://dx.doi.org/10.1186/s12920-015-0119-8 Text en © Satish et al. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Satish, Latha Krill-Burger, J. Michael Gallo, Phillip H. Etages, Shelley Des Liu, Fang Philips, Brian J. Ravuri, Sudheer Marra, Kacey G. LaFramboise, William A. Kathju, Sandeep Rubin, J. Peter Expression analysis of human adipose-derived stem cells during in vitro differentiation to an adipocyte lineage |
title | Expression analysis of human adipose-derived stem cells during in vitro differentiation to an adipocyte lineage |
title_full | Expression analysis of human adipose-derived stem cells during in vitro differentiation to an adipocyte lineage |
title_fullStr | Expression analysis of human adipose-derived stem cells during in vitro differentiation to an adipocyte lineage |
title_full_unstemmed | Expression analysis of human adipose-derived stem cells during in vitro differentiation to an adipocyte lineage |
title_short | Expression analysis of human adipose-derived stem cells during in vitro differentiation to an adipocyte lineage |
title_sort | expression analysis of human adipose-derived stem cells during in vitro differentiation to an adipocyte lineage |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4513754/ https://www.ncbi.nlm.nih.gov/pubmed/26205789 http://dx.doi.org/10.1186/s12920-015-0119-8 |
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