Robust global microRNA expression profiling using next-generation sequencing technologies

Shirley Tam, Richard De Borja, Ming Sound Tsao, John Douglas Mcpherson

Research output: Contribution to journalArticle

74 Citations (Scopus)

Abstract

miRNAs are a class of regulatory molecules involved in a wide range of cellular functions, including growth, development and apoptosis. Given their widespread roles in biological processes, understanding their patterns of expression in normal and diseased states will provide insights into the consequences of aberrant expression. As such, global miRNA expression profiling of human malignancies is gaining popularity in both basic and clinically driven research. However, to date, the majority of such analyses have used microarrays and quantitative real-time PCR. With the introduction of digital count technologies, such as next-generation sequencing (NGS) and the NanoString nCounter System, we have at our disposal many more options. To make effective use of these different platforms, the strengths and pitfalls of several miRNA profiling technologies were assessed, including a microarray platform, NGS technologies and the NanoString nCounter System. Overall, NGS had the greatest detection sensitivity, largest dynamic range of detection and highest accuracy in differential expression analysis when compared with gold-standard quantitative real-time PCR. Its technical reproducibility was high, with intrasample correlations of at least 0.95 in all cases. Furthermore, miRNA analysis of formalin-fixed, paraffin-embedded (FFPE) tissue was also evaluated. Expression profiles between paired frozen and FFPE samples were similar, with Spearman's ρ>0.93. These results show the superior sensitivity, accuracy and robustness of NGS for the comprehensive profiling of miRNAs in both frozen and FFPE tissues.

Original languageEnglish (US)
Pages (from-to)350-358
Number of pages9
JournalLaboratory Investigation
Volume94
Issue number3
DOIs
StatePublished - Mar 2014
Externally publishedYes

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MicroRNAs
Technology
Paraffin
Formaldehyde
Real-Time Polymerase Chain Reaction
Biological Phenomena
Growth and Development
Gold
Apoptosis
Research
Neoplasms

Keywords

  • microarray
  • microRNAs
  • NanoString
  • next-generation sequencing
  • quantitative real-time PCR

ASJC Scopus subject areas

  • Pathology and Forensic Medicine
  • Cell Biology
  • Molecular Biology

Cite this

Robust global microRNA expression profiling using next-generation sequencing technologies. / Tam, Shirley; De Borja, Richard; Tsao, Ming Sound; Mcpherson, John Douglas.

In: Laboratory Investigation, Vol. 94, No. 3, 03.2014, p. 350-358.

Research output: Contribution to journalArticle

Tam, Shirley ; De Borja, Richard ; Tsao, Ming Sound ; Mcpherson, John Douglas. / Robust global microRNA expression profiling using next-generation sequencing technologies. In: Laboratory Investigation. 2014 ; Vol. 94, No. 3. pp. 350-358.
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