Published in

Oxford University Press, Bioinformatics, 19(33), p. 3115-3116, 2017

DOI: 10.1093/bioinformatics/btx385

Links

Tools

Export citation

Search in Google Scholar

kmerPyramid: an interactive visualization tool for nucleobase and k-mer frequencies

This paper was not found in any repository, but could be made available legally by the author.
This paper was not found in any repository, but could be made available legally by the author.

Full text: Unavailable

Green circle
Preprint: archiving allowed
Orange circle
Postprint: archiving restricted
Red circle
Published version: archiving forbidden
Data provided by SHERPA/RoMEO

Abstract

Abstract Summary Bioinformatics methods often incorporate the frequency distribution of nulecobases or k-mers in DNA or RNA sequences, for example as part of metagenomic or phylogenetic analysis. Because the frequency matrix with sequences in the rows and nucleobases in the columns is multi-dimensional it is hard to visualize. We present the R-package ‘kmerPyramid’ that allows to display each sequence, based on its nucleobase or k-mer distribution projected to the space of principal components, as a point within a 3-dimensional, interactive pyramid. Using the computer mouse, the user can turn the pyramid’s axes, zoom in and out and identify individual points. Additionally, the package provides the k-mer frequency matrices of about 2000 bacteria and 5000 virus reference sequences calculated from the NCBI RefSeq genbank. The ‘kmerPyramid’ can particularly be used for visualization of intra- and inter species differences. Availability and implementation The R-package ‘kmerPyramid’ is available from the GitHub website at https://github.com/jkruppa/kmerPyramid. Supplementary information Supplementary data are available at Bioinformatics online.