High-depth transcriptomic profiling reveals the temporal gene signature of human mesenchymal stem cells during chondrogenesis

FASEB J. 2019 Jan;33(1):358-372. doi: 10.1096/fj.201800534R. Epub 2018 Jul 9.

Abstract

Mesenchymal stem/stromal cells (MSCs) provide an attractive cell source for cartilage repair and cell therapy; however, the underlying molecular pathways that drive chondrogenesis of these populations of adult stem cells remain poorly understood. We generated a rich data set of high-throughput RNA sequencing of human MSCs throughout chondrogenesis at 6 different time points. Our data consisted of 18 libraries with 3 individual donors as biologic replicates, with each library possessing a sequencing depth of 100 million reads. Computational analyses with differential gene expression, gene ontology, and weighted gene correlation network analysis identified dynamic changes in multiple biologic pathways and, most importantly, a chondrogenic gene subset, whose functional characterization promises to further harness the potential of MSCs for cartilage tissue engineering. Furthermore, we created a graphic user interface encyclopedia built with the goal of producing an open resource of transcriptomic regulation for additional data mining and pathway analysis of the process of MSC chondrogenesis.-Huynh, N. P. T., Zhang, B., Guilak, F. High-depth transcriptomic profiling reveals the temporal gene signature of human mesenchymal stem cells during chondrogenesis.

Keywords: RNA-Seq; chondrocyte; lncRNA; miRNA; pericyte.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult Stem Cells / cytology
  • Adult Stem Cells / metabolism*
  • Cartilage / cytology
  • Cartilage / metabolism*
  • Cell Differentiation*
  • Cells, Cultured
  • Chondrocytes / cytology
  • Chondrocytes / metabolism*
  • Gene Expression Profiling*
  • Gene Regulatory Networks*
  • High-Throughput Nucleotide Sequencing
  • Humans
  • Mesenchymal Stem Cells / cytology
  • Mesenchymal Stem Cells / metabolism*
  • Signal Transduction
  • Tissue Engineering