mBioMicrobiologyPeer-reviewed journal article
Codon-usage optimization in the prokaryotic tree of life: How synonymous codons are differentially selected in sequence domains with different expression levels and degrees of conservation.
Abstract
Prokaryote genomes exhibit a wide range of GC contents and codon usages, both resulting from an interaction between mutational bias and natural selection. In order to investigate the basis underlying specific codon changes, we performed a comprehensive analysis of 29-different prokaryote families. The analysis of core-gene sets with increasing ancestries in each family lineage revealed that the codon usages became progressively more adapted to the tRNA pools. While, as previously reported, highly-expressed genes presented the more optimized codon usage, the singletons contained the less selectively-favored codons. Results showed that usually codons with the highest translational adaptation were preferentially enriched. In agreement with previous reports, a C-bias in 2- to 3-fold codons, and a U-bias in 4-fold codons occurred in all families, irrespective of the global genomic-GC content. Furthermore, the U-biases suggested that U3-mRNA-U34-tRNA interactions were responsible for a prominent codon optimization in both the more ancestral core and the highly expressed genes. A comparative analysis of sequences that encode conserved-(cr) or variable-(vr) translated products, with each one being under high- (HEP) and low- (LEP) expression levels, demonstrated that the efficiency was more relevant (by a factor of 2) than accuracy to modelling codon usage. Finally, analysis of the third position of codons (GC3) revealed that, in genomes of global-GC contents higher than 35-40%, selection favored a GC3 increase; whereas in genomes with very low-GC contents, a decrease in GC3 occurred. A comprehensive final model is presented where all patterns of codon usage variations are condensed in five-distinct behavioral groups. IMPORTANCEThe prokaryotic genomes--the current heritage of the more ancient life forms on earth-- are comprised of diverse gene sets; all characterized by varied origins, ancestries, and spatial-temporal-expression patterns. Such genetic diversity has for a long time raised the question of how cells shape their coding strategies to optimize protein demands (i.e., product abundance) and accuracy (i.e., translation fidelity) through the use of the same genetic code in genomes with GC-contents that range from less than 20 to over 80%. In this work, we present evidence on how codon usage is adjusted in the prokaryote tree of life, and on how specific biases have operated to improve translation. Through the use of proteome data, we characterized conserved and variable sequence domains in genes of either high- or low-expression level, and quantitated the relative weight of efficiency and accuracy--as well as their interaction--in shaping codon usage in prokaryotes.
- organism: bacteria (other)
- assay: DNA methylation
- assay: whole-genome sequencing
- research focus: chromatin & epigenetic regulation
- research focus: gene regulatory network inference
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Codon usage bias in prokaryotic genomes and environmental adaptation
Davide Arella, Maddalena Dilucca, Andrea Giansanti·Molecular Genetics and GenomicsPeer-reviewed·Apr 5, 2021
- A global perspective of codon usage
Bohdan B. Khomtchouk, Claes Wahlestedt, Wolfgang Nonner·bioRxiv·Mar 13, 2017
- Variation and selection on codon usage bias across an entire subphylum
A. L. LaBella, D. Opulente, … A. Rokas·bioRxiv·Apr 13, 2019
- Widespread synchronization of codon usage in functionally related genes
José Luis López, Aristeidis Litos, … Bas E. Dutilh·bioRxiv·Apr 27, 2026
- Elucidation of Codon Usage Signatures across the Domains of Life
E. M. Novoa, O. Jaillon, … M. Kellis·bioRxiv·Sep 26, 2018
- Hidden patterns of codon usage bias across kingdoms
Yun Deng, Fábio de Lima Hedayioglu, … Tobias von der Haar·Journal of The Royal Society InterfacePeer-reviewed·Feb 1, 2020