An Approach to In Silico Dissection of Bacterial Intelligence Through Selective Genomic Tools

All the genetic potential and the intelligence a bacteria can showcase in a given environment are embedded in its genome. In this study, we have presented systematic guidelines to understand a bacterial genome with the relevant set of in silico tools using a novel bacteria as an example. This study presents a multi-dimensional approach from genome annotation to tracing genes and their network of metabolism operating in an organism. It also shows how the sequence can be used to mine the enzymes and construction of its 3-dimensional structure so that its functional behavior can be predicted and compared. The discriminating algorithm allows analysis of the promoter region and provides the insight in the regulation of genes in spite of the similarity in its sequences. The ecological niche specific bacterial behavior and adapted altered physiology can be understood through the presence of secondary metabolite, antibiotic resistance genes, and viral genes; and it helps in the valorization of genetic information for developing new biological application/ processes. This study provides an in silico work plan and necessary steps for genome analysis of novel bacteria without any rigorous wet lab experiments

An Approach to In Silico Dissection of Bacterial Intelligence Through Selective Genomic Tools

All the genetic potential and the intelligence a bacteria can showcase in a given environment are embedded in its genome. In this study, we have presented systematic guidelines to understand a bacterial genome with the relevant set of in silico tools using a novel bacteria as an example. This study presents a multi-dimensional approach from genome annotation to tracing genes and their network of metabolism operating in an organism. It also shows how the sequence can be used to mine the enzymes and construction of its 3-dimensional structure so that its functional behavior can be predicted and compared. The discriminating algorithm allows analysis of the promoter region and provides the insight in the regulation of genes in spite of the similarity in its sequences. The ecological niche specific bacterial behavior and adapted altered physiology can be understood through the presence of secondary metabolite, antibiotic resistance genes, and viral genes; and it helps in the valorization of genetic information for developing new biological application/ processes. This study provides an in silico work plan and necessary steps for genome analysis of novel bacteria without any rigorous wet lab experiments

Exploring the rearrangement of sensory intelligence in proteobacteria: insight of Pho regulon

Pho regulon is a highly evolved and conserved mechanism across the microbes to fulfil their phosphate need. In this study, 52 proteobacteria genomes were analyzed for the presence of phosphorus acquisition genes, their pattern of arrangement and copy numbers. The diverse genetic architecture of the Pho regulon genes indicates the evolutionary challenge of nutrient limitation, particularly phosphorus, faced by bacteria in their environment. The incongruence between the Pho regulon proteins phylogeny and species phylogeny along with the presence of additional copies of pstS and pstB genes, having cross similarity with other genera, suggest the possibility of horizontal gene transfer event. The substitution rate analysis and multiple sequence alignment of the Pho regulon proteins were analyzed to gain additional insight into the evolution of the Pho regulon system. This comprehensive study confirms that genes perform the regulatory function (phoBR) were vertically inherited, whereas interestingly, genes whose product involved in direct interaction with the environment (pstS) acquired by horizontal gene transfer. The substantial amino acid substitutions in PstS most likely contribute to the successful adaptation of bacteria in different ecological condition dealing with different phosphorus availability. The findings decipher the intelligence of the bacteria which enable them to carry out the targeted alteration of genes to cope up with the environmental condition

An Insight into Phage Diversity at Environmental Habitats using Comparative Metagenomics Approach

Bacteriophages play significant role in driving microbial diversity; however, little is known about the diversity of phages in different ecosystems. A dynamic predator–prey mechanism called ‘‘kill the winner’’ suggests the elimination of most active bacterial populations through phages. Thus, interaction between phage and host has an effect on the composition of microbial communities in ecosystems. In this study, secondary phage metagenome data from aquatic habitats: wastewater treatment plant (WWTP), fresh, marine, and hot water spring habitat were analyzed using MG-RAST and STAMP tools to explore the diversity of the viruses. Differential relative abundance of phage families—Siphoviridae (34%) and Myoviridae (26%) in WWTP, Myoviridae (30%) and Podoviridae (23%) in fresh water, and Myoviridae (41%) and Podoviridae (8%) in marine—was found to be a discriminating factor among four habitats while Rudiviridae (9%), Globuloviridae (8%), and Lipothrixviridae (1%) were exclusively observed in hot water spring. Subsequently, at genera level, Bpp-1-like virus, Chlorovirus, and T4-like virus were found abundant in WWTP, fresh, and marine habitat, respectively. PCA analysis revealed completely disparate composition of phage in hot water spring from other three ecosystems. Similar analysis of relative abundance of functional features corroborated observations from taxa analysis. Functional features corresponding to phage packaging machinery, replication, integration and excision, and gene transfer discriminated among four habitats. The comparative metagenomics approach exhibited genetically distinct phage communities among four habitats. Results revealed that selective distribution of phage communities would help in understanding the role of phages in food chains, nutrient cycling, and microbial ecology. Study of specific phages would also help in controlling environmental pathogens including MDR bacterial populations using phage therapy approach by selective mining and isolation of phages against specific pathogens persisting in a given environment