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1.
PLoS One ; 10(2): e0118245, 2015.
Article in English | MEDLINE | ID: mdl-25674789

ABSTRACT

A comprehensive in silico analysis of 71 species representing the different taxonomic classes and physiological genre of the domain Archaea was performed. These organisms differed in their physiological attributes, particularly oxygen tolerance and energy metabolism. We explored the diversity and similarity in the codon usage pattern in the genes and genomes of these organisms, emphasizing on their core cellular pathways. Our thrust was to figure out whether there is any underlying similarity in the design of core pathways within these organisms. Analyses of codon utilization pattern, construction of hierarchical linear models of codon usage, expression pattern and codon pair preference pointed to the fact that, in the archaea there is a trend towards biased use of synonymous codons in the core cellular pathways and the Nc-plots appeared to display the physiological variations present within the different species. Our analyses revealed that aerobic species of archaea possessed a larger degree of freedom in regulating expression levels than could be accounted for by codon usage bias alone. This feature might be a consequence of their enhanced metabolic activities as a result of their adaptation to the relatively O2-rich environment. Species of archaea, which are related from the taxonomical viewpoint, were found to have striking similarities in their ORF structuring pattern. In the anaerobic species of archaea, codon bias was found to be a major determinant of gene expression. We have also detected a significant difference in the codon pair usage pattern between the whole genome and the genes related to vital cellular pathways, and it was not only species-specific but pathway specific too. This hints towards the structuring of ORFs with better decoding accuracy during translation. Finally, a codon-pathway interaction in shaping the codon design of pathways was observed where the transcription pathway exhibited a significantly different coding frequency signature.


Subject(s)
Archaea/genetics , Archaea/metabolism , Genome, Archaeal , Genomics , Metabolic Networks and Pathways , Open Reading Frames , Adaptation, Biological , Base Composition , Biological Transport , Cluster Analysis , Codon , Energy Metabolism , Gene Expression , Oxygen Consumption
2.
J Biosci ; 38(4): 727-32, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24287652

ABSTRACT

Pseudogenes are defined as non-functional relatives of genes whose protein-coding abilities are lost and are no longer expressed within cells. They are an outcome of accumulation of mutations within a gene whose end product is not essential for survival. Proper investigation of the procedure of pseudogenization is relevant for estimating occurrence of duplications in genomes. Frankineae houses an interesting group of microorganisms, carving a niche in the microbial world. This study was undertaken with the objective of determining the abundance of pseudogenes, understanding strength of purifying selection, investigating evidence of pseudogene expression, and analysing their molecular nature, their origin, evolution and deterioration patterns amongst domain families. Investigation revealed the occurrence of 956 core pFAM families sharing common characteristics indicating co-evolution. WD40, Rve_3, DDE_Tnp_IS240 and phage integrase core domains are larger families, having more pseudogenes, signifying a probability of harmful foreign genes being disabled within transposable elements. High selective pressure depicted that gene families rapidly duplicating and evolving undoubtedly facilitated creation of a number of pseudogenes in Frankineae. Codon usage analysis between protein-coding genes and pseudogenes indicated a wide degree of variation with respect to different factors. Moreover, the majority of pseudogenes were under the effect of purifying selection. Frankineae pseudogenes were under stronger selective constraints, indicating that they were functional for a very long time and became pseudogenes abruptly. The origin and deterioration of pseudogenes has been attributed to selection and mutational pressure acting upon sequences for adapting to stressed soil environments.


Subject(s)
Evolution, Molecular , Frankia/genetics , Genes, Bacterial , Genome, Bacterial , Pseudogenes , Codon , DNA Transposable Elements , Databases, Genetic , Frankia/classification , Gene Duplication , Open Reading Frames , Selection, Genetic , Species Specificity , Symbiosis
3.
J Biosci ; 38(4): 733-40, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24287653

ABSTRACT

Biological nitrogen fixation is accomplished by prokaryotes through the catalytic action of complex metalloenzyme, nitrogenase. Nitrogenase is a two-protein component system comprising MoFe protein (NifD and K) and Fe protein (NifH). NifH shares structural and mechanistic similarities as well as evolutionary relationships with light-independent protochlorophyllide reductase (BchL), a photosynthesis-related metalloenzyme belonging to the same protein family. We performed a comprehensive bioinformatics analysis of the NifH/BchL family in order to elucidate the intrinsic functional diversity and the underlying evolutionary mechanism among the members. To analyse functional divergence in the NifH/ BchL family, we have conducted pair-wise estimation in altered evolutionary rates between the member proteins. We identified a number of vital amino acid sites which contribute to predicted functional diversity. We have also made use of the maximum likelihood tests for detection of positive selection at the amino acid level followed by the structure-based phylogenetic approach to draw conclusion on the ancient lineage and novel characterization of the NifH/BchL protein family. Our investigation provides ample support to the fact that NifH protein and BchL share robust structural similarities and have probably deviated from a common ancestor followed by divergence in functional properties possibly due to gene duplication.


Subject(s)
Evolution, Molecular , Frankia/genetics , Molybdoferredoxin/genetics , Oxidoreductases Acting on CH-CH Group Donors/genetics , Oxidoreductases/genetics , Phylogeny , Amino Acids/chemistry , Amino Acids/genetics , Frankia/classification , Frankia/enzymology , Gene Duplication , Models, Molecular , Molybdoferredoxin/chemistry , Molybdoferredoxin/classification , Multigene Family , Nitrogen Fixation/genetics , Oxidoreductases/chemistry , Oxidoreductases/classification , Oxidoreductases Acting on CH-CH Group Donors/chemistry , Oxidoreductases Acting on CH-CH Group Donors/classification , Selection, Genetic , Structural Homology, Protein
4.
OMICS ; 17(10): 502-9, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23952586

ABSTRACT

Abstract Members of the genus Mycobacterium are notorious for their pathogenesis. Investigations from various perspectives have identified the pathogenic strategies employed by these lethal pathogens. Secretomes are believed to play crucial roles in host cell recognition and cross-talks, in cellular attachment, and in triggering other functions related to host pathogen interactions. However, a proper idea of the mycobacterial secretomes and their mechanism of functionality still remains elusive. In the present study, we have developed a comprehensive database of potential mycobacterial secretomes (MycoSec) using pre-existing algorithms for secretome prediction for researchers interested in this particular field. The database provides a platform for retrieval and analysis of identified secretomes in all finished genomes of the family Mycobacteriaceae. The database contains valuable information regarding secretory signal peptides (Sec type), lipoprotein signal peptides (Lipo type), and Twin arginine (RR/KR) signal peptides (TAT type), prevalent in mycobacteria. Information pertaining to COG analysis, codon usage, and gene expression of the predicted secretomes has also been incorporated in the database. MycoSec promises to be a useful repertoire providing a plethora of information regarding mycobacterial secretomes and may well be a platform to speed global health research. MycoSec is freely accessible at http://www.bicnbu.in/mycosec .


Subject(s)
Bacterial Proteins/chemistry , Databases, Protein , Mycobacterium/metabolism , Proteome/chemistry , Bacterial Proteins/metabolism , Computational Biology , Global Health , Humans , Mycobacterium/genetics , Protein Sorting Signals , Proteome/metabolism
5.
Bioinformation ; 9(7): 349-56, 2013.
Article in English | MEDLINE | ID: mdl-23750079

ABSTRACT

Comparative analysis of metabolic pathways among widely diverse species provides an excellent opportunity to extract information about the functional relation of organisms and pentose phosphate pathway exemplifies one such pathway. A comparative codon usage analysis of the pentose phosphate pathway genes of a diverse group of organisms representing different niches and the related factors affecting codon usage with special reference to the major forces influencing codon usage patterns was carried out. It was observed that organism specific codon usage bias percolates into vital metabolic pathway genes irrespective of their near universality. A clear distinction in the codon usage pattern of gram positive and gram negative bacteria, which is a major classification criterion for bacteria, in terms of pentose phosphate pathway was an important observation of this study. The codon utilization scheme in all the organisms indicates the presence of translation selection as a major force in shaping codon usage. Another key observation was the segregation of the H. sapiens genes as a separate cluster by correspondence analysis, which is primarily attributed to the different codon usage pattern in this genus along with its longer gene lengths. We have also analyzed the amino acid distribution comparison of transketolase protein primary structures among all the organisms and found that there is a certain degree of predictability in the composition profile except in A. fumigatus and H. sapiens, where few exceptions are prominent. In A. fumigatus, a human pathogen responsible for invasive aspergillosis, a significantly different codon usage pattern, which finally translated into its amino acid composition model portraying a unique profile in a key pentose phosphate pathway enzyme transketolase was observed.

6.
Arch Microbiol ; 194(1): 35-45, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21773800

ABSTRACT

The TTA codon, one of the six available codons for the amino acid leucine, is the rarest codon among the high GC genomes of Actinobacteria including Frankia. This codon has been implicated in various regulatory mechanisms involving secondary metabolism and morphological development. TTA-mediated gene regulation is well documented in Streptomyces coelicolor, but that role has not been investigated in other Actinobacteria including Frankia. Among the various Actinomycetes with a GC content of more than 70%, Frankia genomes had the highest percentages of TTA-containing genes ranging from 5.2 to 10.68% of the genome. In contrast, TTA-bearing genes comprised 1.7, 3.4 and 4.1% of the Streptomyces coelicolor, S. avermitilis and Nocardia farcinia genomes, respectively. We analyzed their functional role, evolutionary significance, horizontal acquisition and the codon-anticodon interaction. The TTA-bearing genes were found to be well represented in metabolic genes involved in amino acid transport and secondary metabolism. A reciprocal Blast search reveal that many of the TTA-bearing genes have orthologs in the other Frankia genomes, and some of these orthologous genes also have a TTA codon in them. The gene expression level of TTA-containing genes was estimated by the use of the codon adaption index (CAI), and the CAI values were found to have a positive correlation with the GC3 (GC content at the 3rd codon position). A full-atomic 3D model of the leucine tRNA recognizing the TTA (UUA) codon was generated and utilized for in silico docking to determine binding affinity in codon-anticodon interaction. We found a proficient codon-anticodon interaction for this codon which is perhaps why so many genes hold on to this rare codon without compromising their translational efficiency.


Subject(s)
Codon/genetics , Frankia/genetics , Gene Expression Regulation, Bacterial , RNA, Transfer/genetics , Base Sequence , Leucine/genetics , Models, Molecular , Molecular Sequence Data , Nocardia/genetics , Nucleic Acid Conformation , Protein Biosynthesis , RNA, Bacterial/genetics , Streptomyces/genetics
7.
Bioinformation ; 5(10): 446-54, 2011 Feb 15.
Article in English | MEDLINE | ID: mdl-21423891

ABSTRACT

A comparative genomic analysis of three species of the soil bacterium Arthrobacter was undertaken with specific emphasis on genes involved in important and core energy metabolism pathways like glycolysis and amino acid metabolism. During the course of this study, it was revealed that codon bias of a particular species, namely Arthrobacter aurescens TC1, is significantly lower than that of the other two species A. chlorophenolicus A6 and Arthrobacter sp. FB24. The codon bias was also found to be negatively correlated with gene expression level which is determined by computing codon adaptation index of the genes. Uniformity in codon usage pattern among three species is evident in terms of genes which has high codon bias and multifunctional nature. Further, it was observed that this trend is present amongst the genes of important metabolic pathways, such as glycolysis and amino acid metabolism. The evolutionary divergence of the pathway gene sequences was calculated and was found to be equivalent in nature in the case of Arthrobacter sp. FB24 and Arthrobacter chlorophenolicus A6, but turned out to be dissimilar in the case of Arthrobacter aurescens TC1. A strong correlation between synonymous substitution rate and effective codon number or Nc was also observed. These observations clearly point out that the genes having low bias, in Arthrobacter aurescens TC1, and even of those that are part of highly conserved metabolic pathways like glycolysis and amino acid ensemble pathways have undergone a different type of evolution and might be subjected to positive selection pressure in comparison with Arthrobacter sp. FB24 and Arthrobacter chlorophenolicus A6.

8.
Bioinformation ; 5(4): 184-5, 2010 Oct 06.
Article in English | MEDLINE | ID: mdl-21364784

ABSTRACT

UNLABELLED: Bamboo, the "Green Gold", included in the non-timber forest products has both ecological and economic importance. Here is an attempt to describe a database named "Bambooinfoline" , which provides enumeration of the different species of bamboos found in North Bengal, with special emphasis on taxonomy, edible properties, chemical constituents, morphological features along with tissue culture specifications, which in turn benefits of scientific community. AVAILABILITY: The database is freely available at http://www.bamboodb.ind.in/

9.
J Biomol Struct Dyn ; 26(3): 321-8, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18808198

ABSTRACT

The aminoacyl-tRNA synthetases are one of the major protein components in the translation machinery. These essential proteins are found in all forms of life and are responsible for charging their cognate tRNAs with the correct amino acid. These important enzymes have been the subject of intense scientific inquiry for nearly half a century, but their complete evolutionary history has yet to emerge. Amino acids sequence based phylogeny has some limitation due to very low sequence similarity amongst the different tRNA synthetases and structure based phylogeny has also its limitation. In our study, tRNA nucleotide sequences of E. coli K12 (Bacteria), Saccharomyces cerevisiae (Eukarya), Thermococcus kodakaraensis KOD1, and Archaeoglobus fulgidus DSM 4304 (Archaea) were used for phylogenetic analysis. Our results complement the observation with the earlier studies based on multiple sequence alignment and structural alignment. We observed that relationship between archaeal tRNA synthetases are different that of bacteria and eucarya. Violation of Class rule of LysRS is observed here also. The uniqueness of this method is that it does not employ sequence alignment of complete nucleotide sequence of the corresponding gene.


Subject(s)
Amino Acyl-tRNA Synthetases/genetics , Archaea/genetics , Bacteria/genetics , Eukaryotic Cells , Nucleotides/genetics , RNA, Transfer/genetics , Base Sequence , Evolution, Molecular , Molecular Sequence Data , Phylogeny , Sequence Alignment
10.
Antonie Van Leeuwenhoek ; 93(4): 335-46, 2008 May.
Article in English | MEDLINE | ID: mdl-18293096

ABSTRACT

Frankia are nitrogen-fixing actinomycetes that form a symbiotic association with over 200 species of woody dicotyledonous plants. Recently, three Frankia genomes were completely sequenced. In this study, the synonymous codon usage patterns of three Frankia genomes (strains CcI3, ACN14a, and EAN1pec) were determined and compared to each other and to other actinobacteria. As expected for a high G+C organism, codon usage by Frankia was highly biased, but differences were observed among the three strains. Using the codon adaptation index (CAI) as a numerical estimator of gene expression level, highly expressed genes in Frankia were predicted with ribosomal protein genes as a reference. The analysis of the predicted highly expressed genes showed that Frankia strain CcI3 had a different profile from the other two strains. Strain CcI3 had fewer predicted highly expressed genes in several COG categories including lipid transport and metabolism, secondary metabolites biosynthesis, inorganic ion transport and metabolism, and general function prediction only than Frankia strains EAN1pec and ACN14a. Interestingly, Frankia EAN1pec had more predicted highly expressed genes in transcription and signal transduction mechanisms than the other two strains. These differences were not just a reflection in total gene numbers, but also based on percentage of genes within a category. These results support the hypothesis that strain CcI3 is becoming a symbiotic specialist and the other two facultative symbiotic strains are maintaining their capacity to exist as free-living soil dwellers.


Subject(s)
Codon/genetics , Frankia/genetics , Gene Expression , Genes, Bacterial , Actinobacteria/genetics , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Genome, Bacterial , Molecular Sequence Data
11.
In Silico Biol ; 7(4-5): 547-58, 2007.
Article in English | MEDLINE | ID: mdl-18391244

ABSTRACT

Members of the genus Xanthomonas are significant phytopathogens, which cause diseases in several economically important crops including rice, canola, tomato, citrus, etc. We have analyzed the genomes of six recently sequenced Xanthomonas strains for their synonymous codon usage patterns for all of protein coding genes and specific genes associated with pathogenesis, and determined the predicted highly expressed (PHX) genes by the use of the codon adaptation index (CAI). Our results show considerable heterogeneity among the genes of these moderately G+C rich genomes. Most of the genes were moderate to highly biased in their codon usage. However, unlike ribosomal protein genes, which were governed by translational selection, those genes associated with pathogenesis (GAP) were affected by mutational pressure and were predicted to have moderate to low expression levels. Only two out of 339 GAP genes were in the PHX category. PHX genes present in clusters of orthologous groups of proteins (COGs) were identified. Genes in the plasmids present in two strains showed moderate to low expression level and only a couple of genes featured in the PHX list. Common genes present in the top-20 PHX gene-list were identified and their possible functions are discussed. Correspondence analysis showed that genes are highly confined to a core in the plot.


Subject(s)
Bacterial Proteins/genetics , Codon/physiology , Genome, Bacterial/physiology , Xanthomonas/genetics , Bacterial Proteins/biosynthesis , Gene Expression Regulation, Bacterial , Plant Diseases/genetics , Software
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