ArticleMicroorganisms2023
Codon Usage Bias Analysis in Macronuclear Genomes of Ciliated Protozoa.
Article in Microorganisms, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
5 citing papers in PubMed, 8 citations in OpenAlex.
- Comparative Genomics Insights Into the Evolutionary Disparities Between Nitroplast-Evolved Ecotype UCYN-A2 and Its Closest Relative UCYN-A1.Ecology and evolution · 2025Article
- Lost in translation: conserved amino acid usage despite extreme codon bias in foraminifera.mBio · 2025Article
- Codon usage analysis in selected virulence genes of Staphylococcal species.Current genetics · 2025Article
- Comparative analysis of codon usage patterns in 16 chloroplast genomes of suborder Halimedineae.BMC genomics · 2024Article
- Comparative genome wise analysis of codon usage of Staphylococcus Genus.Current genetics · 2024Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 3 countries.
Funding
Abstract
Ciliated protozoa (ciliates) are unicellular eukaryotes, several of which are important model organisms for molecular biology research. Analyses of codon usage bias (CUB) of the macronuclear (MAC) genome of ciliates can promote a better understanding of the genetic mode and evolutionary history of these organisms and help optimize codons to improve gene editing efficiency in model ciliates. In this study, the following indices were calculated: the guanine-cytosine (GC) content, the frequency of the nucleotides at the third position of codons (T3, C3, A3, G3), the effective number of codons (ENc), GC content at the 3rd position of synonymous codons (GC3s), and the relative synonymous codon usage (RSCU). Parity rule 2 plot analysis, Neutrality plot analysis, ENc plot analysis, and correlation analysis were employed to explore the main influencing factors of CUB. The results showed that the GC content in the MAC genomes of each of 21 ciliate species, the genomes of which were relatively complete, was lower than 50%, and the base compositions of GC and GC3s were markedly distinct. Synonymous codon analysis revealed that the codons in most of the 21 ciliates ended with A or T and four codons were the general putative optimal codons. Collectively, our results indicated that most of the ciliates investigated preferred using the codons with anof AT-ending and that codon usage bias was affected by gene mutation and natural selection.
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