Computational detection of abundant long-range nucleotide covariation in Drosophila genomes

RNA. 2013 Sep;19(9):1171-82. doi: 10.1261/rna.037630.112. Epub 2013 Jul 25.


Functionally important nucleotide base-pairing often manifests itself in sequence alignments in the form of compensatory base changes (covariation). We developed a novel index-based computational method (CovaRNA) to detect long-range covariation on a genomic scale, as well as another computational method (CovStat) for determining the statistical significance of observed covariation patterns in alignment pairs. Here we present an all-versus-all search for nucleotide covariation in Drosophila genomic alignments. The search is genome wide, with the restriction that only alignments that correspond to euchromatic regions, which consist of at least 10 Drosophila species, are being considered (59% of the euchromatic genome of Drosophila melanogaster). We find that long-range covariations are especially prevalent between exons of mRNAs as well as noncoding RNAs; the majority of the observed covariations appear as not reverse complementary, but as synchronized mutations, which could be due to interactions with common interaction partners or due to the involvement of genomic elements that are antisense of annotated transcripts. The involved genes are enriched for functions related to regionalization as well as neural and developmental processes. These results are computational evidence that RNA-RNA long-range interactions are a widespread phenomenon that is of fundamental importance to a variety of cellular processes.

Keywords: Drosophila; RNA–RNA; covariation; interaction network; long-range interactions.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, N.I.H., Intramural

MeSH terms

  • Animals
  • Base Pairing
  • Computational Biology
  • Conserved Sequence
  • Drosophila / genetics*
  • Genome, Insect*
  • Mutation
  • Nucleotides / genetics
  • RNA / genetics*
  • RNA / metabolism
  • RNA, Messenger / genetics
  • RNA, Untranslated / genetics
  • Sequence Alignment


  • Nucleotides
  • RNA, Messenger
  • RNA, Untranslated
  • RNA