ArticlePLoS biology2021
Signatures of optimal codon usage in metabolic genes inform budding yeast ecology.
Article in PLoS biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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20 citing papers in PubMed, 33 citations in OpenAlex.
- Synonymous codon usage defines functional gene families.BMC biology · 2026Article
- The complex evolution and genomic dynamics of mating-type loci in Cryptococcus and Kwoniella.PLoS biology · 2025Article
- Tracing the evolution and genomic dynamics of mating-type loci inbioRxiv : the preprint server for biology · 2025Article
- Genes and Pathways Comprising the Human and Mouse ORFeomes Display Distinct Codon Bias Signatures that Can Regulate Protein Levels.bioRxiv : the preprint server for biology · 2025Article
- Genomic factors shaping codon usage across the Saccharomycotina subphylum.G3 (Bethesda, Md.) · 2024Article
- Exploring Saccharomycotina Yeast Ecology Through an Ecological Ontology Framework.Yeast (Chichester, England) · 2024Review
- Gene Protein Sequence Evolution Can Predict the Rapid Divergence of Ovariole Numbers in the Drosophila melanogaster Subgroup.Genome biology and evolution · 2024Article
- Intraspecific and interspecific variations in the synonymous codon usage in mitochondrial genomes of 8 pleurotus strains.BMC genomics · 2024Article
- Genomic factors shape carbon and nitrogen metabolic niche breadth across Saccharomycotina yeasts.Science (New York, N.Y.) · 2024Article
- Natural trait variation across Saccharomycotina species.FEMS yeast research · 2024Review
- Genomic and ecological factors shaping specialism and generalism across an entire subphylum.bioRxiv : the preprint server for biology · 2023Article
- Codon Optimization Improves the Prediction of Xylose Metabolism from Gene Content in Budding Yeasts.Molecular biology and evolution · 2023Article
- Recognition of galactose by a scaffold protein recruits a transcriptional activator for theeLife · 2023Article
- Evolution and codon usage bias of mitochondrial and nuclear genomes in Aspergillus section Flavi.G3 (Bethesda, Md.) · 2023Article
- Selection for Translational Efficiency in Genes Associated with Alphaproteobacterial Gene Transfer Agents.mSystems · 2022Article
- Contrasting modes of macro and microsynteny evolution in a eukaryotic subphylum.Current biology : CB · 2022Article
- BioKIT: a versatile toolkit for processing and analyzing diverse types of sequence data.Genetics · 2022Article
- Lifestyle Transitions in Fusarioid Fungi are Frequent and Lack Clear Genomic Signatures.Molecular biology and evolution · 2022Article
- CompoDynamics: a comprehensive database for characterizing sequence composition dynamics.Nucleic acids research · 2022Article
- The evolution of the GALactose utilization pathway in budding yeasts.Trends in genetics : TIG · 2022Review
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Reverse ecology is the inference of ecological information from patterns of genomic variation. One rich, heretofore underutilized, source of ecologically relevant genomic information is codon optimality or adaptation. Bias toward codons that match the tRNA pool is robustly associated with high gene expression in diverse organisms, suggesting that codon optimization could be used in a reverse ecology framework to identify highly expressed, ecologically relevant genes. To test this hypothesis, we examined the relationship between optimal codon usage in the classic galactose metabolism (GAL) pathway and known ecological niches for 329 species of budding yeasts, a diverse subphylum of fungi. We find that optimal codon usage in the GAL pathway is positively correlated with quantitative growth on galactose, suggesting that GAL codon optimization reflects increased capacity to grow on galactose. Optimal codon usage in the GAL pathway is also positively correlated with human-associated ecological niches in yeasts of the CUG-Ser1 clade and with dairy-associated ecological niches in the family Saccharomycetaceae. For example, optimal codon usage of GAL genes is greater than 85% of all genes in the genome of the major human pathogen Candida albicans (CUG-Ser1 clade) and greater than 75% of genes in the genome of the dairy yeast Kluyveromyces lactis (family Saccharomycetaceae). We further find a correlation between optimization in the GALactose pathway genes and several genes associated with nutrient sensing and metabolism. This work suggests that codon optimization harbors information about the metabolic ecology of microbial eukaryotes. This information may be particularly useful for studying fungal dark matter-species that have yet to be cultured in the lab or have only been identified by genomic material.
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