| Literature DB >> 23750079 |
Ayon Pal1, Subhasis Mukhopadhyay, Asim Kumar Bothra.
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.Entities:
Keywords: CAI; Metabolic pathway; Nc; codon usage; pentose phosphate pathway; transketolase
Year: 2013 PMID: 23750079 PMCID: PMC3669787 DOI: 10.6026/97320630009349
Source DB: PubMed Journal: Bioinformation ISSN: 0973-2063
Figure 1(A) Nc plot of the three eubacterial genera where the markers indicate pentose phosphate pathway gene sequences of E. coli=Escherichia coli 55989; Sal=Salmonella enterica subsp. enterica serovar Typhimurium; and Bacillus=Bacillus cereus 03BB102. The continuous curve represents the null hypothesis that the GC bias at the synonymous site is solely due to mutation but not selection; (B) Nc plot of the six fungal genera where the markers indicate pentose phosphate pathway gene sequences of Eremo=Eremothecium gossypii ATCC 10895; Sacch=Saccharomyces cerevisiae S288C; Asper=Aspergillus fumigatus Af293; Debaro=Debaryomyces hansenii var hansenii CBS767; Pichia=Pichia pastoris GS115; and Schizo=Schizosaccharomyces pombe 972h. The continuous curve represents the null hypothesis that the GC bias at the synonymous site is solely due to mutation but not selection.
Figure 2(A) Scatter plot showing exponential increase in the number of tRNA genes (within parentheses) decoding the twenty standard amino acids with respect to increasing degree of positive correlation between Nc and GC3 values in EG= Eremothecium gossypii ATCC 10895; AF= Aspergillus fumigatus Af293; SP= Schizosaccharomyces pombe 972h; DH= Debaryomyces hansenii var hansenii CBS767; SC= Saccharomyces cerevisiae S288C; and HS=Homo sapiens; (B) Organism wise correspondence analysis on RSCU of pentose phosphate pathway gene sequences in all the test organisms. Organism abbreviations as mentioned in Table 1.
Figure 3(A) Organism wise correspondence analysis on codon usage of pentose phosphate pathway gene sequences in all the test organisms. Organism abbreviations as mentioned in Table1; (B) Enzyme wise correspondence analysis on amino acid usage of twelve different enzymes of pentose phosphate pathway in all the test organisms where, E1=5-phospho-ribosyl-1(alpha)- pyrophosphate synthetase; E2=6-phosphogluconate dehydrogenase; E3=Fructose 1,6-bisphosphate aldolase; E4=Fructose-1,6- bisphosphatase; E5=Phosphofructokinase; E6=Phosphoglucose isomerase; E7=Ribokinase; E8=Transaldolase1; E9=Transketolase; E10=Gluconate kinase; E11=Phosphoglucomutase; and E12=Ribose-5-phosphate ketol-isomerase.
Figure 4(A) Organism wise correspondence analysis on amino acid usage of pentose phosphate pathway enzyme sequences in all the test organisms. Organism abbreviations as mentioned in Table 1; (B) 3-D area plot for comparing the amino acid type distribution in 15 transketolase protein primary structures from ten different organisms (organism abbreviations as mentioned in Table 1). ARO=aromatic amino acids; N-ve and P-ve=amino acid with negatively and positively charged side chains respectively; POL=amino acids with polar side chains and NPA=non-polar aliphatic side chain amino acids.