Revisiting Criteria for Plant MicroRNA Annotation in the Era of Big Data

Plant Cell. 2018 Feb;30(2):272-284. doi: 10.1105/tpc.17.00851. Epub 2018 Jan 17.


MicroRNAs (miRNAs) are ∼21-nucleotide-long regulatory RNAs that arise from endonucleolytic processing of hairpin precursors. Many function as essential posttranscriptional regulators of target mRNAs and long noncoding RNAs. Alongside miRNAs, plants also produce large numbers of short interfering RNAs (siRNAs), which are distinguished from miRNAs primarily by their biogenesis (typically processed from long double-stranded RNA instead of single-stranded hairpins) and functions (typically via roles in transcriptional regulation instead of posttranscriptional regulation). Next-generation DNA sequencing methods have yielded extensive data sets of plant small RNAs, resulting in many miRNA annotations. However, it has become clear that many miRNA annotations are questionable. The sheer number of endogenous siRNAs compared with miRNAs has been a major factor in the erroneous annotation of siRNAs as miRNAs. Here, we provide updated criteria for the confident annotation of plant miRNAs, suitable for the era of "big data" from DNA sequencing. The updated criteria emphasize replication and the minimization of false positives, and they require next-generation sequencing of small RNAs. We argue that improved annotation systems are needed for miRNAs and all other classes of plant small RNAs. Finally, to illustrate the complexities of miRNA and siRNA annotation, we review the evolution and functions of miRNAs and siRNAs in plants.

Publication types

  • Research Support, U.S. Gov't, Non-P.H.S.
  • Review

MeSH terms

  • Evolution, Molecular*
  • High-Throughput Nucleotide Sequencing
  • Informatics*
  • MicroRNAs / genetics*
  • Molecular Sequence Annotation
  • Plants / genetics*
  • RNA, Double-Stranded / genetics
  • RNA, Plant / genetics
  • RNA, Small Interfering / genetics*
  • Sequence Analysis, DNA
  • Sequence Analysis, RNA


  • MicroRNAs
  • RNA, Double-Stranded
  • RNA, Plant
  • RNA, Small Interfering