Data mining for proteins characteristic of clades

Phylogenetic and functional assessment of orthologs inference projects and methods

Accurate genome-wide identification of orthologs is a central problem in comparative genomics, a fact reflected by the numerous orthology identification projects developed in recent years. However, only a few reports have compared their accuracy, and indeed, several recent efforts have not yet been systematically evaluated. Furthermore, orthology is typically only assessed in terms of function conservation, despite the phylogeny-based original definition of Fitch. We collected and mapped the results of nine leading orthology projects and methods (COG, KOG, Inparanoid, OrthoMCL, Ensembl Compara, Homologene, RoundUp, EggNOG, and OMA) and two standard methods (bidirectional best-hit and reciprocal smallest distance). We systematically compared their predictions with respect to both phylogeny and function, using six different tests. This required the mapping of millions of sequences, the handling of hundreds of millions of predicted pairs of orthologs, and the computation of tens of thousands of trees. In phylogenetic analysis or in functional analysis where high specificity is required, we find that OMA and Homologene perform best. At lower functional specificity but higher coverage level, OrthoMCL outperforms Ensembl Compara, and to a lesser extent Inparanoid. Lastly, the large coverage of the recent EggNOG can be of interest to build broad functional grouping, but the method is not specific enough for phylogenetic or detailed function analyses. In terms of general methodology, we observe that the more sophisticated tree reconstruction/reconciliation approach of Ensembl Compara was at times outperformed by pairwise comparison approaches, even in phylogenetic tests. Furthermore, we show that standard bidirectional best-hit often outperforms projects with more complex algorithms. First, the present study provides guidance for the broad community of orthology data users as to which database best suits their needs. Second, it introduces new methodology to verify orthology. And third, it sets performance standards for current and future approaches.

Identification of indole derivatives as self-growth inhibitors of Symbiobacterium thermophilum, a unique bacterium whose growth depends on coculture with a Bacillus sp

Symbiobacterium thermophilum is a syntrophic bacterium whose growth depends on coculture with a Bacillus sp. Recently, we discovered that CO(2) generated by Bacillus is the major inducer for the growth of S. thermophilum; however, the evidence suggested that an additional element is required for its full growth. Here, we studied the self-growth-inhibitory substances produced by S. thermophilum. We succeeded in purifying two substances from an ether extract of the culture supernatant of S. thermophilum by multiple steps of reverse-phase chromatography. Electron ionization mass spectrometry and nuclear magnetic resonance analyses of the purified preparation identified the substances as 2,2-bis(3'-indolyl)indoxyl (BII) and 1,1-bis(3'-indolyl)ethane (BIE). The pure growth of S. thermophilum was inhibited by authentic BII and BIE with MICs of 12 and 7 microg/ml, respectively; however, its growth in coculture with Bacillus was not inhibited by BII at the saturation concentration and was inhibited by BIE with an MIC of 14 microg/ml. Both BII and BIE inhibited the growth of other microorganisms. Unexpectedly, the accumulation levels of both BII and BIE in the pure culture of S. thermophilum were far lower than the MICs (<0.1 microg/ml) while a marked amount of BIE (6 to 7 microg/ml) equivalent to the MIC had accumulated in the coculture. An exogenous supply of surfactin alleviated the sensitivities of several BIE-sensitive bacteria against BIE. The results suggest that Bacillus benefits S. thermophilum by detoxifying BII and BIE in the coculture. A similar mechanism may underlie mutualistic relationships between different microorganisms.

Gene arrangements characteristic of the phylum Actinobacteria

The availability of genomic sequence data allows new challenges to various biological problems. One of such attempts is the extraction of phylogenetic information from gene order data of genomes. Phylogenetic inferences are most commonly carried out on the basis of 16S rRNA trees, which sometimes produce unresolved or unreliable branching orders. One example for such a low resolution is recognized in the branching pattern among the phylum Actinobacteria. Here, gene arrangements characteristic of the Actinobacteria were identified, based on which Symbiobacterium thermophilum is phylogenetically placed outside that phylum, this being in contrast to 16S rRNA trees and to the current taxonomy in GenBank. Three transposition suggestive arrangements were found which support a notion that Rubrobacter xylanophilus is the earliest diverging species among the completely sequenced Actinobacteria. The gene arrangements identified here serve as a complement to previously reported indels and proteins characteristic of this phylum.

Lessons from studies of Symbiobacterium thermophilum, a unique syntrophic bacterium

Symbiobacterium thermophilum is a syntrophic bacterium whose growth depends on coculture with a cognate Bacillus sp. We have been studying the unique features of S. thermophilum in terms of taxonomy, ecology, genome biology, and physiology. Here we overview current knowledge of this bacterium. Although S. thermophilum shows several physiological properties of Gram-negative bacteria, 16S rRNA gene-based phylogeny indicated that it represents a distinct lineage of Gram-positive bacteria with deep branching between the clades for the high-G+C (Actinobacteria) and the low-G+C (Firmicutes) groups. Ecological study has revealed that S. thermophilum and its relatives are widely distributed in the natural environment, including soil, animal intestines and seawater. A whole genome sequencing study uncovered its unusual features, which overall indicate that this bacterium is a member of Firmicutes despite of its high G+C content (68.7%). The genome appeared to retain fully the genes for primary metabolism, except for carbonic anhydrase. We discovered that carbon dioxide is a marked inducer of the mono-growth of S. thermophilum, and speculated that this is due to a lack of carbonic anhydrase. The lines of evidence suggest that S. thermophilum requires additional conditions for full growth, including not only the supply of an unknown positive factor but also the elimination of oxygen and self-growth inhibitory substances. We conclude that the role of the cognate Bacillus is to establish a complex environment suitable for the growth of S. thermophilum, which is achieved by supplying and removing multiple factors. Understandings of this type of mutualism should provide new insight into microbial physiology as well as the issue of uncultivability.