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Published on: February 23, 2014
[Analysis of factors shaping S. pneumoniae codon usage]
1College of Animal Science and Technology, China Agricultural University, Beijing 100094, China.
Insights
Gene expression and base composition significantly influence Streptococcus pneumoniae codon usage. Highly expressed genes favor cytosine, while lowly expressed genes prefer guanine at synonymous sites.
Area of Science:
- Microbiology and Genetics
- Bacterial Pathogenesis
- Genomics and Bioinformatics
Context:
- Streptococcus pneumoniae is a major human pathogen responsible for severe infections like pneumonia and meningitis, causing millions of deaths annually.
- Recent sequencing of the S. pneumoniae genome provides a platform for detailed analysis of its genetic makeup and evolutionary processes.
- Understanding codon usage patterns is crucial for insights into gene expression regulation and bacterial evolution.
Purpose:
- To investigate the factors shaping synonymous codon usage patterns in Streptococcus pneumoniae.
- To analyze the relationship between gene expression levels and codon usage in highly and lowly expressed genes.
- To determine the influence of gene length and base composition on codon usage in S. pneumoniae.
Summary:
- Analysis of 1709 S. pneumoniae genes revealed that gene expression significantly correlates with codon usage, with highly expressed genes showing increased cytosine (C) and lowly expressed genes favoring guanine (G) at synonymous positions.
- Gene expression, measured by codon adaptation index (CAI), and G+C content were identified as major drivers of codon usage patterns, with gene length having a minor effect.
- Correspondence analysis confirmed gene expression as a primary factor influencing codon usage, while G+C content moderately correlated with both expression and codon usage.
Impact:
- This study elucidates key evolutionary pressures on the S. pneumoniae genome, particularly the role of natural selection in optimizing gene expression.
- Findings contribute to a deeper understanding of bacterial genomics and may inform strategies for combating S. pneumoniae infections.
- The research provides a foundation for future studies on codon usage evolution in other bacterial species.
Abstract:
Streptococcus pneumoniae is a Gram-positive bacteria causing community acquired pneumonia, bacteremia, meningitis and otitis media. As a human pathogen, S. pneumoniae is the most common bacterial cause of acute respiratory infection and otitis media and is estimated to result in over 3 million deaths in children every year worldwide. S. pneumoniae has played a pivotal role in the fields of genetics and microbiology. The complete genome of S. pneumoniae was sequenced and published recently. In order to have a further insight into the synonymous codon usage evolution and to study S. pneumoniae gene codon usage pattern in highly and lowly expressed genes, factors shaping synonymous codon usage pattern of S. pneumoniae were analyzed in this paper. Genes larger than of equal to 300bp of the complete genome of S. pneumoniae (1709 genes in total) were analyzed. The gene expression level (CAI, codon adaption index), RSCU (relative synonymous codon usage), Nc (effective codon numbers), A3s, T3s, G3s, C3s (the frequencies of the adenine, thymine, guanine and cytosine at the synonymous third position of codons, respectively), GC (frequency of guanine + cytosine in gene sequence), GC3s (frequency of guanine + cytosine at the synonymous third position of codons) values and multivariate statistics were calculated. The results show that there is a significant increment of cytosine (C) usage at the synonymous positions in highly expressed genes than lowly expressed genes, while lowly expressed genes tend to use guanine (G) at synonymous sites. Gene expression has a significant correlation with the first axis of correspondence analysis (COA; R = 0.86) and significant effects on codon usage by comparing the codon usage patterns of highly expressed genes and lowly expressed genes. The G + C content of genes has a moderately correlation with gene expression (R = 0.44) and the first axis of the COA (R = 0.51), and therefore shapes gene expression and codon usage in S. pneumoniae. The dataset is divided into 6 groups by gene length. Then, gene expression level, GC3s and Nc values are compared among 6 different gene length groups (> = 300 bp, 2000-2999 bp, 1500-1999 bp, 1000-1499 bp, 500-999 bp, < 500 bp). CAI, GC3s and Nc values show some differences among different gene length groups. Protein hydrophobicities do not show significant influence on codon usage pattern. In summary, the natural selection on gene expression level and the base composition of genes are the major factors affecting codon usage of S. pneumoniae. Gene length shapes codon usage of S. pneumoniae in a minor way.
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