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High-Throughput Metabolic Profiling for Model Refinements of Microalgae
Published on: December 4, 2021
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AlgaeOrtho, a bioinformatics tool for processing ortholog inference results in algae.
Mary-Francis LaPorte1, Neha Arora2, Struan Clark3
1Department of Plant Sciences, University of California, Davis, Davis, CA, United States.
Frontiers in Microbiology
|March 19, 2025
Summary
AlgaeOrtho is a new bioinformatics tool that helps researchers easily find gene targets for bioengineering microalgae. It identifies orthologs across diverse algal species, aiding biofuel and biochemical production.
Area of Science:
- Biotechnology
- Bioinformatics
- Algal Research
Background:
- Microalgae are key feedstocks for biofuels and biochemicals due to rapid growth and high yields.
- Industrial applications require bioengineered algal strains for optimized production.
- Identifying specific gene targets (orthologs) is crucial but challenging for researchers without bioinformatics expertise.
Purpose of the Study:
- To introduce AlgaeOrtho, a user-friendly tool for identifying protein orthologs in diverse algal species.
- To simplify the process of selecting bioengineering targets for microalgae.
- To assist researchers in overcoming bioinformatics challenges in algal strain improvement.
Main Methods:
- AlgaeOrtho integrates the SonicParanoid orthology inference tool with the PhycoCosm database.
- The tool analyzes amino acid sequences to identify potential protein orthologs.
- It processes data from multiple diverse algal species.
Main Results:
- AlgaeOrtho provides a table of putative orthologs, a sequence similarity heatmap, and a phylogenetic tree.
- The tool successfully identified orthologs for bioengineering targets in case studies.
- It demonstrated ease of use and utility for identifying targets, even in unannotated species.
Conclusions:
- AlgaeOrtho simplifies the identification of bioengineering targets in microalgae.
- The tool's visualization capabilities across species are unique.
- It empowers researchers to develop superior algal strains for the bioenergy and bioproduct sectors.
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