Visualization of three-way comparisons of omics dataReport as inadecuate




Visualization of three-way comparisons of omics data - Download this document for free, or read online. Document in PDF available to download.

BMC Bioinformatics

, 8:72

First Online: 05 March 2007Received: 22 June 2006Accepted: 05 March 2007

Abstract

BackgroundDensity plot visualizations also referred to as heat maps or color maps are widely used in different fields including large-scale omics studies in biological sciences. However, the current color-codings limit the visualizations to single datasets or pairwise comparisons.

ResultsWe propose a color-coding approach for the representation of three-way comparisons. The approach is based on the HSB hue, saturation, brightness color model. The three compared values are assigned specific hue values from the circular hue range e.g. red, green, and blue. The hue value representing the three-way comparison is calculated according to the distribution of three compared values. If two of the values are identical and one is different, the resulting hue is set to the characteristic hue of the differing value. If all three compared values are different, the resulting hue is selected from a color gradient running between the hues of the two most distant values as measured by the absolute value of their difference according to the relative position of the third value between the two. The saturation of the color representing the three-way comparison reflects the amplitude or extent of the numerical difference between the two most distant values according to a scale of interest. The brightness is set to a maximum value by default but can be used to encode additional information about the three-way comparison.

ConclusionWe propose a novel color-coding approach for intuitive visualization of three-way comparisons of omics data.

List of abbreviationsCEcapillary electrophoresis

TOFMStime-of-flight mass spectrometry

DEMdiethylmaleate

BSObuthionine sulfoximine

Electronic supplementary materialThe online version of this article doi:10.1186-1471-2105-8-72 contains supplementary material, which is available to authorized users.

Download fulltext PDF



Author: Richard Baran - Martin Robert - Makoto Suematsu - Tomoyoshi Soga - Masaru Tomita

Source: https://link.springer.com/



DOWNLOAD PDF




Related documents