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Ding H, Gao J, Yang J, Zhang S, Han S, Yi R, Ye Y, Kan X. Genome evolution of Buchnera aphidicola (Gammaproteobacteria): Insights into strand compositional asymmetry, codon usage bias, and phylogenetic implications. Int J Biol Macromol 2023; 253:126738. [PMID: 37690648 DOI: 10.1016/j.ijbiomac.2023.126738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 08/15/2023] [Accepted: 08/25/2023] [Indexed: 09/12/2023]
Abstract
Taxa of Buchnera aphidicola (hereafter "Buchnera") are mutualistic intracellular symbionts of aphids, known for their remarkable biological traits such as genome reduction, strand compositional asymmetry, and symbiont-host coevolution. With the growing availability of genomic data, we performed a comprehensive analysis of 103 genomes of Buchnera strains from 12 host subfamilies, focusing on the genomic characterizations, codon usage patterns, and phylogenetic implications. Our findings revealed consistent features among all genomes, including small genome sizes, low GC contents, and gene losses. We also identified strong strand compositional asymmetries in all strains at the genome level. Further investigation suggested that mutation pressure may have played a crucial role in shaping codon usage of Buchnera. Moreover, the genomic asymmetries were reflected in asymmetric codon usage preferences within chromosomal genes. Notably, the levels of these asymmetries were varied among strains and were significantly influenced by the degrees of genome shrinkages. Lastly, our phylogenetic analyses presented an alternative topology of Aphididae, based on the Buchnera symbionts, providing robust confirmation of the paraphylies of Eriosomatinae, and Macrosiphini. Our objectives are to further understand the strand compositional asymmetry and codon usage bias of Buchnera taxa, and provide new perspectives for phylogenetic studies of Aphididae.
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Affiliation(s)
- Hengwu Ding
- Anhui Provincial Key Laboratory of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu 241000, China; Key Laboratory of Development and Application of Rural Renewable Energy, Biogas Institute of Ministry of Agriculture and Rural Affairs, Chengdu 610041, China
| | - Jinming Gao
- Anhui Provincial Key Laboratory of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu 241000, China; The Institute of Bioinformatics, College of Life Sciences, Anhui Normal University, Wuhu 241000, China
| | - Jianke Yang
- School of Basic Medical Sciences, Wannan Medical College, Wuhu 241000, China
| | - Sijia Zhang
- Anhui Provincial Key Laboratory of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu 241000, China; The Institute of Bioinformatics, College of Life Sciences, Anhui Normal University, Wuhu 241000, China
| | - Shiyun Han
- Anhui Provincial Key Laboratory of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu 241000, China; The Institute of Bioinformatics, College of Life Sciences, Anhui Normal University, Wuhu 241000, China
| | - Ran Yi
- Anhui Provincial Key Laboratory of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu 241000, China; The Institute of Bioinformatics, College of Life Sciences, Anhui Normal University, Wuhu 241000, China
| | - Yuanxin Ye
- Anhui Provincial Key Laboratory of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu 241000, China; The Institute of Bioinformatics, College of Life Sciences, Anhui Normal University, Wuhu 241000, China
| | - Xianzhao Kan
- Anhui Provincial Key Laboratory of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu 241000, China; The Institute of Bioinformatics, College of Life Sciences, Anhui Normal University, Wuhu 241000, China.
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Mitogenomic Codon Usage Patterns of Superfamily Certhioidea (Aves, Passeriformes): Insights into Asymmetrical Bias and Phylogenetic Implications. Animals (Basel) 2022; 13:ani13010096. [PMID: 36611705 PMCID: PMC9817927 DOI: 10.3390/ani13010096] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/22/2022] [Accepted: 12/25/2022] [Indexed: 12/28/2022] Open
Abstract
The superfamily Certhioidea currently comprises five families. Due to the rapid diversification, the phylogeny of Certhioidea is still controversial. The advent of next generation sequencing provides a unique opportunity for a mitogenome-wide study. Here, we first provided six new complete mitogenomes of Certhioidea (Certhia americana, C. familiaris, Salpornis spilonota, Cantorchilus leucotis, Pheugopedius coraya, and Pheugopedius genibarbis). We further paid attention to the genomic characteristics, codon usages, evolutionary rates, and phylogeny of the Certhioidea mitogenomes. All mitogenomes we analyzed displayed typical ancestral avian gene order with 13 protein-coding genes (PCGs), 22 tRNAs, 2 rRNAs, and one control region (CR). Our study indicated the strand-biased compositional asymmetry might shape codon usage preferences in mitochondrial genes. In addition, natural selection might be the main factor in shaping the codon usages of genes. Additionally, evolutionary rate analyses indicated all mitochondrial genes were under purifying selection. Moreover, MT-ATP8 and MT-CO1 were the most rapidly evolving gene and conserved genes, respectively. According to our mitophylogenetic analyses, the monophylies of Troglodytidae and Sittidae were strongly supported. Importantly, we suggest that Salpornis should be separated from Certhiidae and put into Salpornithidae to maintain the monophyly of Certhiidae. Our findings are useful for further evolutionary studies within Certhioidea.
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Joshi A, Krishnan S, Kaushik V. Codon usage studies and epitope-based peptide vaccine prediction against Tropheryma whipplei. J Genet Eng Biotechnol 2022; 20:41. [PMID: 35254546 PMCID: PMC8899776 DOI: 10.1186/s43141-022-00324-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 02/22/2022] [Indexed: 12/18/2022]
Abstract
Background The Tropheryma whipplei causes acute gastroenteritis to neuronal damages in Homo sapiens. Genomics and codon adaptation studies would be helpful advancements of disease evolution prediction, prevention, and treatment of disease. The codon usage data and codon usage measurement tools were deployed to detect the rare, very rare codons, and also synonymous codons usage. The higher effective number of codon usage values indicates the low codon usage bias in T. whipplei and also in the 23S and 16S ribosomal RNA genes. Results In T. whipplei, it was found to hold low codon biasness in genomic sets. The synonymous codons possess the base content in 3rd position that was calculated as A3S% (24.47 and 22.88), C3S% (20.99 and 22.88), T3S% (21.47 and 19.53), and G3S% (33.08 and 34.71) for 23s and 16s rRNA, respectively. Conclusion Amino acids like valine, aspartate, leucine, and phenylalanine hold high codon usage frequency and also found to be present in epitopes KPSYLSALSAHLNDK and FKSFNYNVAIGVRQP that were screened from proteins excinuclease ABC subunit UvrC and 3-oxoacyl-ACP reductase FabG, respectively. This method opens novel ways to determine epitope-based peptide vaccines against different pathogenic organisms.
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Affiliation(s)
- Amit Joshi
- School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, Punjab, India
| | - Sunil Krishnan
- School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, Punjab, India
| | - Vikas Kaushik
- School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, Punjab, India.
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Comparative genomics of Prauserella sp. Am3, an actinobacterium isolated from root nodules of Alnus nepalensis in India. Symbiosis 2016. [DOI: 10.1007/s13199-016-0401-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Roy A, Mukhopadhyay S, Sarkar I, Sen A. Comparative investigation of the various determinants that influence the codon and amino acid usage patterns in the genus Bifidobacterium. World J Microbiol Biotechnol 2015; 31:959-81. [DOI: 10.1007/s11274-015-1850-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2015] [Accepted: 03/31/2015] [Indexed: 12/31/2022]
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Goswami A, Roy Chowdhury A, Sarkar M, Saha SK, Paul S, Dutta C. Strand-biased gene distribution, purine assymetry and environmental factors influence protein evolution in Bacillus. FEBS Lett 2015; 589:629-38. [PMID: 25639611 DOI: 10.1016/j.febslet.2015.01.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2014] [Revised: 01/16/2015] [Accepted: 01/18/2015] [Indexed: 12/23/2022]
Abstract
A strong purine asymmetry, along with strand-biased gene distribution and the presence of PolC, prevails in Bacillus and some other members of Firmicutes, Fusobacteria and Tenericutes. The analysis of protein features in 21 Bacillus species of diverse metabolic, virulence and ecological traits revealed that purine asymmetry in conjunction with lineage/niche specific constraints significantly influences protein evolution in Bacillus. All Bacillus species, except for Se-respiring Bacillus selenitireducens, display distinct strand-specific biases in amino acid usage, which may affect the isoelectric point or surface charge distribution of proteins with prevalence of acidic and basic residues in the leading and lagging strand proteins, respectively.
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Affiliation(s)
- Aranyak Goswami
- Structural Biology & Bioinformatics Division, CSIR - Indian Institute of Chemical Biology, 4, Raja S. C. Mullick Road, Kolkata 700032, India.
| | - Anindya Roy Chowdhury
- Structural Biology & Bioinformatics Division, CSIR - Indian Institute of Chemical Biology, 4, Raja S. C. Mullick Road, Kolkata 700032, India.
| | - Munmun Sarkar
- Structural Biology & Bioinformatics Division, CSIR - Indian Institute of Chemical Biology, 4, Raja S. C. Mullick Road, Kolkata 700032, India.
| | - Sanjoy Kumar Saha
- Structural Biology & Bioinformatics Division, CSIR - Indian Institute of Chemical Biology, 4, Raja S. C. Mullick Road, Kolkata 700032, India.
| | - Sandip Paul
- Structural Biology & Bioinformatics Division, CSIR - Indian Institute of Chemical Biology, 4, Raja S. C. Mullick Road, Kolkata 700032, India.
| | - Chitra Dutta
- Structural Biology & Bioinformatics Division, CSIR - Indian Institute of Chemical Biology, 4, Raja S. C. Mullick Road, Kolkata 700032, India.
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Saha SK, Goswami A, Dutta C. Association of purine asymmetry, strand-biased gene distribution and PolC within Firmicutes and beyond: a new appraisal. BMC Genomics 2014; 15:430. [PMID: 24899249 PMCID: PMC4070872 DOI: 10.1186/1471-2164-15-430] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2013] [Accepted: 05/08/2014] [Indexed: 11/10/2022] Open
Abstract
Background The Firmicutes often possess three conspicuous genome features: marked Purine Asymmetry (PAS) across two strands of replication, Strand-biased Gene Distribution (SGD) and presence of two isoforms of DNA polymerase III alpha subunit, PolC and DnaE. Despite considerable research efforts, it is not clear whether the co-existence of PAS, PolC and/or SGD is an essential and exclusive characteristic of the Firmicutes. The nature of correlations, if any, between these three features within and beyond the lineages of Firmicutes has also remained elusive. The present study has been designed to address these issues. Results A large-scale analysis of diverse bacterial genomes indicates that PAS, PolC and SGD are neither essential nor exclusive features of the Firmicutes. PolC prevails in four bacterial phyla: Firmicutes, Fusobacteria, Tenericutes and Thermotogae, while PAS occurs only in subsets of Firmicutes, Fusobacteria and Tenericutes. There are five major compositional trends in Firmicutes: (I) an explicit PAS or G + A-dominance along the entire leading strand (II) only G-dominance in the leading strand, (III) alternate stretches of purine-rich and pyrimidine-rich sequences, (IV) G + T dominance along the leading strand, and (V) no identifiable patterns in base usage. Presence of strong SGD has been observed not only in genomes having PAS, but also in genomes with G-dominance along their leading strands – an observation that defies the notion of co-occurrence of PAS and SGD in Firmicutes. The PolC-containing non-Firmicutes organisms often have alternate stretches of R-dominant and Y-dominant sequences along their genomes and most of them show relatively weak, but significant SGD. Firmicutes having G + A-dominance or G-dominance along LeS usually show distinct base usage patterns in three codon sites of genes. Probable molecular mechanisms that might have incurred such usage patterns have been proposed. Conclusion Co-occurrence of PAS, strong SGD and PolC should not be regarded as a genome signature of the Firmicutes. Presence of PAS in a species may warrant PolC and strong SGD, but PolC and/or SGD not necessarily implies PAS. Electronic supplementary material The online version of this article (doi:10.1186/1471-2164-15-430) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | - Chitra Dutta
- Structural Biology & Bioinformatics Division, CSIR- Indian Institute of Chemical Biology, 4, Raja S, C, Mullick Road, Kolkata 700032, India.
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Dutta C, Paul S. Microbial lifestyle and genome signatures. Curr Genomics 2012; 13:153-62. [PMID: 23024607 PMCID: PMC3308326 DOI: 10.2174/138920212799860698] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2011] [Revised: 09/13/2011] [Accepted: 09/28/2011] [Indexed: 12/29/2022] Open
Abstract
Microbes are known for their unique ability to adapt to varying lifestyle and environment, even to the extreme or adverse ones. The genomic architecture of a microbe may bear the signatures not only of its phylogenetic position, but also of the kind of lifestyle to which it is adapted. The present review aims to provide an account of the specific genome signatures observed in microbes acclimatized to distinct lifestyles or ecological niches. Niche-specific signatures identified at different levels of microbial genome organization like base composition, GC-skew, purine-pyrimidine ratio, dinucleotide abundance, codon bias, oligonucleotide composition etc. have been discussed. Among the specific cases highlighted in the review are the phenomena of genome shrinkage in obligatory host-restricted microbes, genome expansion in strictly intra-amoebal pathogens, strand-specific codon usage in intracellular species, acquisition of genome islands in pathogenic or symbiotic organisms, discriminatory genomic traits of marine microbes with distinct trophic strategies, and conspicuous sequence features of certain extremophiles like those adapted to high temperature or high salinity.
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Affiliation(s)
- Chitra Dutta
- Structural Biology & Bioinformatics Division, CSIR- Indian Institute of Chemical Biology, 4, Raja S. C. Mullick Road, Kolkata 700032, India
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Guo FB. [Strong strand specific composition bias-a genomic character of some obligate parasites or symbionts]. YI CHUAN = HEREDITAS 2011; 33:1039-1047. [PMID: 21993278 DOI: 10.3724/sp.j.1005.2011.01039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
DNA replication includes a set of asymmetric mechanisms, which is a division into lagging and leading strands. The former is synthesized continuously whereas the synthesis for the latter is discontinuous. Such a asymmetric mechanism leads to distinct nucleotide composition of these two strands. Strands specific nucleotide composition bias was originally found in genomes of echinoderm and vertebrate mitochondria and then in several bacterial genomes. With the rapid growth in the number of sequenced genomes, many bacteria and even eukaryotes are found to have the consistent strand composition bias. In some bacteria, the extent of strand specific composition bias was so strong that genes on the two replicating strands could be separated according to their codon usages. Till now, 11 obligate intracellular bacteria have been found to have separate codon usages according to whether genes located on the leading or lagging strands. However, there is still not a well-accepted theory that could interpret the reason for the occurrence of separate codon usages in some special bacterial genomes and not in others. This paper reviews the related works and points out its open problems.
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Affiliation(s)
- Feng-Biao Guo
- University of Electronic Science and Technology of China, Chengdu, China.
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Pan A, Chanda I, Chakrabarti J. Analysis of the genome and proteome composition of Bdellovibrio bacteriovorus: indication for recent prey-derived horizontal gene transfer. Genomics 2011; 98:213-22. [PMID: 21722725 DOI: 10.1016/j.ygeno.2011.06.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2010] [Revised: 05/18/2011] [Accepted: 06/14/2011] [Indexed: 10/18/2022]
Abstract
The genome/proteome composition of Bdellovibrio bacteriovorus, the predatory microorganism that preys on other Gram-negative bacteria, has been analyzed. The study elucidates that translational selection plays a major role in genome compositional variation with higher intensity compared to other deltaproteobacteria. Other sources of variations having relatively minor contributions are local GC-bias, horizontal gene transfer and strand-specific mutational bias. The study identifies a group of AT-rich genes with distinct codon composition that is presumably acquired by Bdellovibrio recently from Gram-negative prey-bacteria other than deltaproteobacteria. The proteome composition of this species is influenced by various physico-chemical factors, viz, alcoholicity, residue-charge, aromaticity and hydropathy. Cell-wall-surface-anchor-family (CSAPs) and transporter proteins with distinct amino acid composition and specific secondary-structure also contribute notably to proteome compositional variation. CSAPs, which are low molecular-weight, outer-membrane proteins with highly disordered secondary-structure, have preference toward polar-uncharged residues and cysteine that presumably help in prey-predator interaction by providing particular bonds of attachment.
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Affiliation(s)
- Archana Pan
- Centre for Bioinformatics, School of Life Sciences, Pondicherry University, Pondicherry-605014, India.
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Dutta A, Paul S, Dutta C. GC-rich intra-operonic spacers in prokaryotes: Possible relation to gene order conservation. FEBS Lett 2010; 584:4633-8. [DOI: 10.1016/j.febslet.2010.10.037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2010] [Revised: 10/12/2010] [Accepted: 10/15/2010] [Indexed: 11/28/2022]
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Paul S, Dutta A, Bag SK, Das S, Dutta C. Distinct, ecotype-specific genome and proteome signatures in the marine cyanobacteria Prochlorococcus. BMC Genomics 2010; 11:103. [PMID: 20146791 PMCID: PMC2836286 DOI: 10.1186/1471-2164-11-103] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2009] [Accepted: 02/10/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The marine cyanobacterium Prochlorococcus marinus, having multiple ecotypes of distinct genotypic/phenotypic traits and being the first documented example of genome shrinkage in free-living organisms, offers an ideal system for studying niche-driven molecular micro-diversity in closely related microbes. The present study, through an extensive comparative analysis of various genomic/proteomic features of 6 high light (HL) and 6 low light (LL) adapted strains, makes an attempt to identify molecular determinants associated with their vertical niche partitioning. RESULTS Pronounced strand-specific asymmetry in synonymous codon usage is observed exclusively in LL strains. Distinct dinucleotide abundance profiles are exhibited by 2 LL strains with larger genomes and G+C-content approximately 50% (group LLa), 4 LL strains having reduced genomes and G+C-content approximately 35-37% (group LLb), and 6 HL strains. Taking into account the emergence of LLa, LLb and HL strains (based on 16S rRNA phylogeny), a gradual increase in average aromaticity, pI values and beta- & coil-forming propensities and a decrease in mean hydrophobicity, instability indices and helix-forming propensities of core proteins are observed. Greater variations in orthologous gene repertoire are found between LLa and LLb strains, while higher number of positively selected genes exist between LL and HL strains. CONCLUSION Strains of different Prochlorococcus groups are characterized by distinct compositional, physicochemical and structural traits that are not mere remnants of a continuous genetic drift, but are potential outcomes of a grand scheme of niche-oriented stepwise diversification, that might have driven them chronologically towards greater stability/fidelity and invoked upon them a special ability to inhabit diverse oceanic environments.
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Affiliation(s)
- Sandip Paul
- Structural Biology & Bioinformatics Division, Indian Institute of Chemical Biology, 4, Raja S C Mullick Road, Kolkata - 700 032, India
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Guo FB, Yuan JB. Codon usages of genes on chromosome, and surprisingly, genes in plasmid are primarily affected by strand-specific mutational biases in Lawsonia intracellularis. DNA Res 2009; 16:91-104. [PMID: 19221094 PMCID: PMC2671203 DOI: 10.1093/dnares/dsp001] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
In this study, the factors driving genome-wide patterns of codon usages in Lawsonia intracellularis genome are determined. For genes on the chromosome of the bacterium, it is found that the most important source of variation results from strand-specific mutational biases. A lesser trend of variation is attributable to genes that are presumed as horizontally transferred. These putative alien genes are unusually GC richer than the other genes, whereas horizontally transferred genes have been observed to be AT rich in bacteria with medium and relatively low G + C contents. Hydropathy of encoded protein and expression level are also found to influence codon usage. Therefore, codon usage in L. intracellularis chromosome is the result of a complex balance among the different mutational and selectional factors. When analyzing genes in the largest plasmid, for the first time it is found that the strand-specific mutational biases are responsible for the primary variation of codon usages in plasmid. Genes, particularly highly expressed genes of this plasmid, are mainly located on the leading strands and this supposed to be the effects exerted by replicational-transcriptional selection. These facts suggest that this plasmid adopts the similar mechanism of replication as the chromosome in L. intracellularis. Common characters among the 10 bacteria in whose genomes the strand-specific mutational biases are the primary source of variation of codon usage are also investigated. For example, it is found that genes dnaT and fis that are involved in DNA replication initiation and re-initiation pathways are absent in all of the 10 bacteria.
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Affiliation(s)
- Feng-Biao Guo
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, People's Republic of China.
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Suzuki H, Brown CJ, Forney LJ, Top EM. Comparison of correspondence analysis methods for synonymous codon usage in bacteria. DNA Res 2008; 15:357-65. [PMID: 18940873 PMCID: PMC2608848 DOI: 10.1093/dnares/dsn028] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Synonymous codon usage varies both between organisms and among genes within a genome, and arises due to differences in G + C content, replication strand skew, or gene expression levels. Correspondence analysis (CA) is widely used to identify major sources of variation in synonymous codon usage among genes and provides a way to identify horizontally transferred or highly expressed genes. Four methods of CA have been developed based on three kinds of input data: absolute codon frequency, relative codon frequency, and relative synonymous codon usage (RSCU) as well as within-group CA (WCA). Although different CA methods have been used in the past, no comprehensive comparative study has been performed to evaluate their effectiveness. Here, the four CA methods were evaluated by applying them to 241 bacterial genome sequences. The results indicate that WCA is more effective than the other three methods in generating axes that reflect variations in synonymous codon usage. Furthermore, WCA reveals sources that were previously unnoticed in some genomes; e.g. synonymous codon usage related to replication strand skew was detected in Rickettsia prowazekii. Though CA based on RSCU is widely used, our evaluation indicates that this method does not perform as well as WCA.
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Affiliation(s)
- Haruo Suzuki
- Department of Biological Sciences and Initiative for Bioinformatics and Evolutionary Studies, University of Idaho, PO Box 443051, Moscow, Idaho 83844-3051, USA.
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Fuglsang A. Impact of bias discrepancy and amino acid usage on estimates of the effective number of codons used in a gene, and a test for selection on codon usage. Gene 2007; 410:82-8. [PMID: 18248919 DOI: 10.1016/j.gene.2007.12.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2007] [Revised: 10/22/2007] [Accepted: 12/03/2007] [Indexed: 11/26/2022]
Abstract
The effective number of codons (Nc) used in a gene is one of the most commonly used measures of synonymous codon usage bias, owing much of its popularity to the fact that it is species independent and that simulation studies have shown that it is less dependent of gene length than other measures. In this paper I provide a clear and practically meaningful definition of bias discrepancy (BD; when the degree of codon bias varies within a degeneracy class). Moreover I evaluate the impact of BD and amino acid usage on estimates of Nc. It is shown that both factors have a significant effect on accuracy and precision. Both amino acid usage and BD influence accuracy considerably, especially in short genes. Finally, I demonstrate how the definition of bias discrepancy can be applied to investigate if codon usage is influenced by selection and I discuss this test in relation to the incongruous literature that exists for Buchnera sp. APS and Borrelia burgdorferi.
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Affiliation(s)
- Anders Fuglsang
- University of Copenhagen, Faculty of Pharmaceutical Sciences, 2 Universitetsparken, Copenhagen O, Denmark.
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16
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Das S, Paul S, Bag SK, Dutta C. Analysis of Nanoarchaeum equitans genome and proteome composition: indications for hyperthermophilic and parasitic adaptation. BMC Genomics 2006; 7:186. [PMID: 16869956 PMCID: PMC1574309 DOI: 10.1186/1471-2164-7-186] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2006] [Accepted: 07/25/2006] [Indexed: 11/24/2022] Open
Abstract
Background Nanoarchaeum equitans, the only known hyperthermophilic archaeon exhibiting parasitic life style, has raised some new questions about the evolution of the Archaea and provided a model of choice to study the genome landmarks correlated with thermo-parasitic adaptation. In this context, we have analyzed the genome and proteome composition of N. equitans and compared the same with those of other mesophiles, hyperthermophiles and obligatory host-associated organisms. Results Analysis of nucleotide, codon and amino acid usage patterns in N. equitans indicates the presence of distinct selective constraints, probably due to its adaptation to a thermo-parasitic life-style. Among the conspicuous characteristics featuring its hyperthermophilic adaptation are overrepresentation of purine bases in protein coding sequences, higher GC-content in tRNA/rRNA sequences, distinct synonymous codon usage, enhanced usage of aromatic and positively charged residues, and decreased frequencies of polar uncharged residues, as compared to those in mesophilic organisms. Positively charged amino acid residues are relatively abundant in the encoded gene-products of N. equitans and other hyperthermophiles, which is reflected in their isoelectric point distribution. Pairwise comparison of 105 orthologous protein sequences shows a strong bias towards replacement of uncharged polar residues of mesophilic proteins by Lys/Arg, Tyr and some hydrophobic residues in their Nanoarchaeal orthologs. The traits potentially attributable to the symbiotic/parasitic life-style of the organism include the presence of apparently weak translational selection in synonymous codon usage and a marked heterogeneity in membrane-associated proteins, which may be important for N. equitans to interact with the host and hence, may help the organism to adapt to the strictly host-associated life style. Despite being strictly host-dependent, N. equitans follows cost minimization hypothesis. Conclusion The present study reveals that the genome and proteome composition of N. equitans are marked with the signatures of dual adaptation – one to high temperature and the other to obligatory parasitism. While the analysis of nucleotide/amino acid preferences in N. equitans offers an insight into the molecular strategies taken by the archaeon for thermo-parasitic adaptation, the comparative study of the compositional characteristics of mesophiles, hyperthermophiles and obligatory host-associated organisms demonstrates the generality of such strategies in the microbial world.
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Affiliation(s)
- Sabyasachi Das
- Bioinformatics Centre, Indian Institute of Chemical Biology, Kolkata–700032, India
| | - Sandip Paul
- Bioinformatics Centre, Indian Institute of Chemical Biology, Kolkata–700032, India
| | - Sumit K Bag
- Bioinformatics Centre, Indian Institute of Chemical Biology, Kolkata–700032, India
| | - Chitra Dutta
- Bioinformatics Centre, Indian Institute of Chemical Biology, Kolkata–700032, India
- Human Genetics & Genomics Division, Indian Institute of Chemical Biology, Kolkata–700032, India
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