Comparison of microarray and RNA-Seq analysis of mRNA expression in dermal mesenchymal stem cells

Biotechnol Lett. 2016 Jan;38(1):33-41. doi: 10.1007/s10529-015-1963-5. Epub 2015 Oct 13.

Abstract

Objective: We characterized mRNA expression profiles in normal and psoriatic human dermal mesenchymal stem cells (DMSCs) to provide a reference for future investigation of differential gene expression in DMSCs.

Results: Microarray and RNA sequencing (RNA-Seq) analyses both identified 23 differentially expressed genes using both platforms. The results showed comparable upregulation or downregulation for 14/23 genes using either platform and a 100 % coincidence rate was found by real-time PCR. For all of the differentially expressed genes that were verified by real-time PCR, the coincidence rate for RNA-Seq and real-time PCR was significantly higher than that for microarray analysis and real-time PCR (83.3 vs. 37.5 %, P < 0.0001). Furthermore, RNA-Seq revealed the presence of over 2300 novel transcription tags.

Conclusion: Relative to microarray analysis, RNA-Seq is more accurate in identifying differentially expressed genes in DMSCs.

Keywords: Dermal mesenchymal stem cells; Differential gene expression; Mesenchymal stem cells; Microarray; RNA sequencing.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Cells, Cultured
  • China
  • Female
  • Gene Expression Profiling / methods*
  • Gene Expression Regulation
  • Humans
  • Male
  • Mesenchymal Stem Cells / cytology*
  • Mesenchymal Stem Cells / pathology
  • Psoriasis / genetics*
  • Psoriasis / pathology
  • Sequence Analysis, RNA / methods*