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Substitution matrix based color schemes for sequence alignment visualization

Kunzmann, Patrick ; Mayer, Benjamin E. ; Hamacher, Kay (2020)
Substitution matrix based color schemes for sequence alignment visualization.
In: BMC Bioinformatics, 2020, 21 (1)
doi: 10.25534/tuprints-00013521
Article, Secondary publication, Publisher's Version

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Item Type: Article
Type of entry: Secondary publication
Title: Substitution matrix based color schemes for sequence alignment visualization
Language: English
Date: 18 September 2020
Place of Publication: Darmstadt
Year of primary publication: 2020
Journal or Publication Title: BMC Bioinformatics
Volume of the journal: 21
Issue Number: 1
DOI: 10.25534/tuprints-00013521
Corresponding Links:
Origin: Secondary publication via sponsored Golden Open Access
Abstract:

Background: Visualization of multiple sequence alignments often includes colored symbols, usually characters encoding amino acids, according to some (physical) properties, such as hydrophobicity or charge. Typically, color schemes are created manually, so that equal or similar colors are assigned to amino acids that share similar properties. However, this assessment is subjective and may not represent the similarity of symbols very well. Results: In this article we propose a different approach for color scheme creation: We leverage the similarity information of a substitution matrix to derive an appropriate color scheme. Similar colors are assigned to high scoring pairs of symbols, distant colors are assigned to low scoring pairs. In order to find these optimal points in color space a simulated annealing algorithm is employed. Conclusions: Using the substitution matrix as basis for a color scheme is consistent with the alignment, which itself is based on the very substitution matrix. This approach allows fully automatic generation of new color schemes, even for special purposes which have not been covered, yet, including schemes for structural alphabets or schemes that are adapted for people with color vision deficiency.

Status: Publisher's Version
URN: urn:nbn:de:tuda-tuprints-135214
Classification DDC: 600 Technology, medicine, applied sciences > 600 Technology
Divisions: LOEWE > LOEWE-Schwerpunkte > iNAPO – ion conducting NAnoPOres
Date Deposited: 18 Sep 2020 09:25
Last Modified: 07 Aug 2024 11:10
URI: https://tuprints.ulb.tu-darmstadt.de/id/eprint/13521
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