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Transcriptional Networks in Single Perivascular Cells Sorted from Human Adipose Tissue Reveal a Hierarchy of Mesenchymal Stem Cells.
- Source :
-
Stem cells (Dayton, Ohio) [Stem Cells] 2017 May; Vol. 35 (5), pp. 1273-1289. Date of Electronic Publication: 2017 Mar 19. - Publication Year :
- 2017
-
Abstract
- Adipose tissue is a rich source of multipotent mesenchymal stem-like cells, located in the perivascular niche. Based on their surface markers, these have been assigned to two main categories: CD31 <superscript>-</superscript> /CD45 <superscript>-</superscript> /CD34 <superscript>+</superscript> /CD146 <superscript>-</superscript> cells (adventitial stromal/stem cells [ASCs]) and CD31 <superscript>-</superscript> /CD45 <superscript>-</superscript> /CD34 <superscript>-</superscript> /CD146 <superscript>+</superscript> cells (pericytes [PCs]). These populations display heterogeneity of unknown significance. We hypothesized that aldehyde dehydrogenase (ALDH) activity, a functional marker of primitivity, could help to better define ASC and PC subclasses. To this end, the stromal vascular fraction from a human lipoaspirate was simultaneously stained with fluorescent antibodies to CD31, CD45, CD34, and CD146 antigens and the ALDH substrate Aldefluor, then sorted by fluorescence-activated cell sorting. Individual ASCs (n = 67) and PCs (n = 73) selected from the extremities of the ALDH-staining spectrum were transcriptionally profiled by Fluidigm single-cell quantitative polymerase chain reaction for a predefined set (n = 429) of marker genes. To these single-cell data, we applied differential expression and principal component and clustering analysis, as well as an original gene coexpression network reconstruction algorithm. Despite the stochasticity at the single-cell level, covariation of gene expression analysis yielded multiple network connectivity parameters suggesting that these perivascular progenitor cell subclasses possess the following order of maturity: (a) ALDH <superscript>br</superscript> ASC (most primitive); (b) ALDH <superscript>dim</superscript> ASC; (c) ALDH <superscript>br</superscript> PC; (d) ALDH <superscript>dim</superscript> PC (least primitive). This order was independently supported by specific combinations of class-specific expressed genes and further confirmed by the analysis of associated signaling pathways. In conclusion, single-cell transcriptional analysis of four populations isolated from fat by surface markers and enzyme activity suggests a developmental hierarchy among perivascular mesenchymal stem cells supported by markers and coexpression networks. Stem Cells 2017;35:1273-1289.<br /> (© 2017 AlphaMed Press.)
- Subjects :
- Aldehyde Dehydrogenase metabolism
Cell Differentiation genetics
Female
Flow Cytometry
Gene Expression Regulation
Humans
Middle Aged
Pericytes cytology
Single-Cell Analysis
Adipose Tissue cytology
Cell Lineage
Gene Regulatory Networks
Mesenchymal Stem Cells cytology
Mesenchymal Stem Cells metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 1549-4918
- Volume :
- 35
- Issue :
- 5
- Database :
- MEDLINE
- Journal :
- Stem cells (Dayton, Ohio)
- Publication Type :
- Academic Journal
- Accession number :
- 28233376
- Full Text :
- https://doi.org/10.1002/stem.2599