Background: Multiple sequence alignment (MSA) has proven extremely useful in computational biology, especially in inferring evolutionary relationships via phylogenetic analysis and providing insight into protein structure and function. An alternative to the standard MSA model is partial order alignment (POA), in which aligned sequences are represented as paths in a graph rather than rows in a matrix. While the POA model has proven useful in several applications (e.g. sequencing reads assembly and pangenome structure exploration), we lack efficient visualization tools that could highlight its advantages.
Results: We propose Sequence Flow - a web application designed to address the above problem. Sequence Flow presents the POA as a Sankey diagram, a kind of graph visualisation typically used for graphs representing flowcharts. Sequence Flow enables interactive alignment exploration, including fragment selection, highlighting a selected group of sequences, modification of the position of graph nodes, structure simplification etc. After adjustment, the visualization can be saved as a high-quality graphic file. Thanks to the use of SanKEY.js - a JavaScript library for creating Sankey diagrams, designed specifically to visualize POAs, Sequence Flow provides satisfactory performance even with large alignments.
Conclusions: We provide Sankey diagram-based POA visualization tools for both end users (Sequence Flow) and bioinformatic software developers (SanKEY.js). Sequence Flow webservice is available at https://sequenceflow.mimuw.edu.pl/ . The source code for SanKEY.js is available at https://github.com/Krzysiekzd/SanKEY.js and for Sequence Flow at https://github.com/Krzysiekzd/SequenceFlow .
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http://dx.doi.org/10.1186/s12864-024-10886-y | DOI Listing |
Mol Neurobiol
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January 2025
Sichuan University, West China School of Pharmacy, Renmin Sout Road, 3rd Section, 17#, 610041, Chengdu, CHINA.
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Clinical Physiology, Department of Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden.
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The expression system has been developed into a chassis for the production of heterologous lipases, attributed to its strong capabilities in protein production and secretion, robust post-translational modifications, and favourable safety profile. However, the system's relatively low expression levels remain a challenge, hindering its ability to meet the increasing demands of large-scale production. Strain C19, screened by high-throughput methods combining droplet microfluidics and flow cytometry, was demonstrated to be a potential chassis cell based on fermentation kinetic analysis and transcriptome sequencing.
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