Comparative genomics using data mining tools

We have analysed the genomes of representatives of three kingdoms of life, namely, archaea, eubacteria and eukaryota using data mining tools based on compositional analyses of the protein sequences. The representatives chosen in this analysis wereMethanococcus jannaschii, Haemophilus influenzae andSaccharomyces cerevisiae. We have identified the common and different features between the three genomes in the protein evolution patterns.M. jannaschii has been seen to have a greater number of proteins with more charged amino acids whereasS. cerevisiae has been observed to have a greater number of hydrophilic proteins. Despite the differences in intrinsic compositional characteristics between the proteins from the different genomes we have also identified certain common characteristics. We have carried out exploratory Principal Component Analysis of the multivariate data on the proteins of each organism in an effort to classify the proteins into clusters. Interestingly, we found that most of the proteins in each organism cluster closely together, but there are a few ‘outliers’. We focus on the outliers for the functional investigations, which may aid in revealing any unique features of the biology of the respective organisms.     

小麦的比较基因组学和功能基因组学

小麦是异源多倍体植物,具有大的染色体组,并且基因组中重复序列所占比例较高,这些特征限制了小麦基因组研究的进展。比较基因组学方法为运用模式植物进行小麦基因组学研究提供了一个操作平台。功能基因组学的研究集中于基因组中转录表达的部分,基因功能的确定是功能基因组学研究的主要内容。对比较基因组学在小麦基因组研究中的应用和小麦功能基因组学的研究内容和方法进行了综述。     

Comparative genomics analysis of Clostridium difficile epidemic strain DH/NAP11/106

Clostridium difficile PCR ribotype 106 (also identified as restriction endonuclease analysis [REA] group DH) recently emerged as the most common strain causing C. difficile infection (CDI) among US adults. We previously identified this strain predominating our pediatric cohort. Pediatric clinical CDI isolates previously characterized by REA underwent antibiotic resistance testing and whole genome sequencing. Of 134 isolates collected from children, 31 (23%) were REA group DH. We performed a comparative genomics analysis to identify DH-associated accessory genes. We identified five DH-associated genes that are associated with virulence in other bacterial species but not previously known to contribute to CDI. These genes are associated with intestinal mucosal adhesion (collagen-binding surface protein), sporulation (sporulation integral membrane protein YtvI), and protection from oxidative stress and foreign DNA (DNA phosphorothioation-dependent restriction proteins, sulfurtransferase, and DNA sulfur modification proteins). The association of these genes was validated in a cohort of 623 publicly available C. difficile sequences, 10 (1.6%) of which were monophyletic to REA group DH through in silico multilocus sequence typing and core genome phylogenetic analysis. Further investigation is required to determine the contribution of these genes to the emergence and virulence of this epidemic strain.     

Comparative genomics of Riemerella anatipestifer reveals genetic diversity

Background

Riemerella anatipestifer is one of the most important pathogens of ducks. However, the molecular mechanisms of R. anatipestifer infection are poorly understood. In particular, the lack of genomic information from a variety of R. anatipestifer strains has proved severely limiting.

Results

In this study, we present the complete genomes of two R. anatipestifer strains, RA-CH-1 (2,309,519 bp, Genbank accession {"type":"entrez-nucleotide","attrs":{"text":"CP003787","term_id":"403311769","term_text":"CP003787"}}CP003787) and RA-CH-2 (2,166,321 bp, Genbank accession {"type":"entrez-nucleotide","attrs":{"text":"CP004020","term_id":"441482619","term_text":"CP004020"}}CP004020). Both strains are from isolates taken from two different sick ducks in the SiChuang province of China. A comparative genomics approach was used to identify similarities and key differences between RA-CH-1 and RA-CH-2 and the previously sequenced strain RA-GD, a clinical isolate from GuangDong, China, and ATCC11845.

Conclusion

The genomes of RA-CH-2 and RA-GD were extremely similar, while RA-CH-1 was significantly different than ATCC11845. RA-CH-1 is 140,000 bp larger than the three other strains and has 16 unique gene families. Evolutionary analysis shows that RA-CH-1 and RA-CH-2 are closed and in a branch with ATCC11845, while RA-GD is located in another branch. Additionally, the detection of several iron/heme-transport related proteins and motility mechanisms will be useful in elucidating factors important in pathogenicity. This information will allow a better understanding of the phenotype of different R. anatipestifer strains and molecular mechanisms of infection.     

干酪乳杆菌12A碳源代谢的比较基因组学分析

【目的】在基因组学水平上,对干酪乳杆菌的碳源代谢特性及调控机制进行研究。【方法】基于BioCyc和MetaCyc数据库,利用Pathway Tools对菌株12A及7株已公布全基因序列的干酪乳杆菌进行全基因组水平的碳源代谢比较分析。【结果】全基因组比较分析结果显示,干酪乳杆菌12A可以将9种糖转运到细胞内代谢利用;可以将多种寡糖和多糖在细胞外水解成半乳糖和葡萄糖;干酪乳杆菌12A可经异型乳酸发酵或混合酸发酵途径生成乙醇及其副产物。【结论】干酪乳杆菌12A可以代谢多种类型碳源,底物选择范围宽泛,而且可以作为工业乙醇发酵的特定菌株;利用比较基因组学方法建立基因结构与细菌代谢能力的联系是可靠的。     

Comparative genomics for identification of clone-specific sequence blocks in Streptococcus pneumoniae

The partial genome sequences of a serotype 3 and a serotype 2 pneumococcal strain were compared to the complete type 4 pneumococcal genome. Over 500000 and 150000 base pairs of the partial genome data, obtained from published patents, were analysed respectively. Global alignment showed that nearly the whole genome is highly conserved in accordance with data of multilocus sequence typing of housekeeping genes. The search for clone-specific genes revealed 17 new open reading frames in the type 3 strain, while no new open reading frame was detected in the type 2 strain. Allelic variation of genes was restricted by the use of crude sequence data, but still permitted identification of some new alleles and the observation that all surface proteins present in the partial genome data were highly conserved. In both strains we observed also a variety of chromosomal rearrangements and variations due to mobile genetic elements. All together, this comparative genomic approach gives a genome-based overview of strain relatedness and a prospective on what could be expected when sequencing other pneumococcal strains.     

Comparative genomics reveals expansion of the FLC region in the genus Arabidopsis

Mechanisms of genome evolution are poorly understood although recent genome sequencing is providing the tools to begin to illuminate such mechanisms. Using high-resolution molecular cytogenetic tools, we examined the structural evolution of 790 kb surrounding the evolutionarily important FLC locus of Arabidopsis thaliana in three of its relatives, Arabidopsis halleri, Arabidopsis neglecta and Arabidopsis arenosa. Sequenced BACs from A. thaliana were used as heterologous probes across these species and genome expansion was found in all three species relative to A. thaliana, ranging from 16 to 27%. Expansion was seen along the length of the entire region but molecular analyses revealed no characteristic pattern of either intra- or intergenic expansion among these species. Mapping of BACs on DNA fibers from A. thaliana revealed one possible error, ~14 kb missing from the reported sequence, indicating that for comparative studies it is important to confirm the reference sequence to which comparison will be made.     

灵长类比较基因组学的研究进展

随着人类和黑猩猩全基因组测序工作宣布完成,以及其他灵长类基因组测序工作的逐步开展,目前已经积累了大量的灵长类基因组数据,一个崭新的研究领域——灵长类比较基因组学应运而生。该文主要通过对人类和其他非人灵长类系统关系和基因组结构的比较,从系统进化、基因组结构和基因表达调控等方面评述该领域的研究进展,阐述人类、黑猩猩与其他非人灵长类之间的主要生物学差异,揭示人类进化的生物学机制。     

Identification and analysis of cis-regulatory elements in development using comparative genomics with the pufferfish, Fugu rubripes

The control of vertebrate development is facilitated by cis-regulatory sequences hardwired into the genome. Given that many developmental processes are strikingly similar across all backboned animals, it is reasonable to expect these sequences to be conserved at the nucleotide level, their potential for mutation being constrained by their function. Comparison between the genomes of highly divergent organisms allows such sequences to be identified and some of the most successful approaches have compared regions from the pufferfish, Fugu rubripes, with its distant mammalian relatives, rodents and humans. This review describes progress made in this kind of comparison, from small regions of individual genes, to whole genome alignments.     

Some lessons from Rickettsia genomics

Sequencing of the Rickettsia conorii genome and its comparison with its closest sequenced pathogenic relative, i.e., Rickettsia prowazekii, provided powerful insights into the evolution of these microbial pathogens. However, advances in our knowledge of rickettsial diseases are still hindered by the difficulty of working with strict intracellular bacteria and their hosts. Information gained from comparing the genomes of closely related organisms will shed new light on proteins susceptible to be targeted in specific diagnostic assays, by new antimicrobial drugs, and that could be employed in the generation of future rickettsial vaccines. In this review we present a detailed comparison of the metabolic pathways of these bacteria as well as the polymorphisms of their membrane proteins, transporters and putative virulence factors. Environmental adaptation of Rickettsia is also discussed.     

乳酸菌基因组学研究进展

乳酸菌广泛应用于食品发酵工业中,其中有些菌种是重要的益生菌。目前,对乳酸菌的研究已从最初的形态学研究进入到了分子水平的研究。乳酸菌全基因组测序研究已在全球展开。乳酸菌基因组研究有助于揭示乳酸菌的遗传和代谢机制,加速重要益生功能基因的挖掘,同时为乳酸菌的应用提供众多可能性。本文就乳酸菌基因组研究的概况、重要乳酸菌基因组、乳酸菌的功能基因组以及比较基因组进行了综述。     

Comparative genomics identifies genes shared by distantly related insect-transmitted plant pathogenic mollicutes

Phytoplasmas and spiroplasmas are distantly related insect-transmitted plant pathogens within the class Mollicutes. Genome sequencing projects of phytoplasma strain Aster Yellows-Witches' Broom (AY-WB) and Spiroplasma kunkelii are near completion. Complete genome sequences of seven obligate animal and human pathogenic mollicutes (Mycoplasma and Ureaplasma spp.), and OY phytoplasma have been reported. Putative ORFs predicted from the genome sequences of AY-WB and S. kunkelii were compared to those of the completed genomes. This resulted in identification of at least three ORFs present in AY-WB, OY and S. kunkelii but not in the obligate animal and human pathogenic mollicutes. Moreover, we identified ORFs that seemed more closely related between AY-WB and S. kunkelii than to their mycoplasma counterparts. Phylogenetic analyses using parsimony were employed to study the origin of these genes, resulting in identification of one gene that may have undergone horizontal gene transfer. The possible involvement of these genes in plant pathogenicity is discussed.     

Lymphocyte surface marker genes in fugu

At present, much of the fish adaptive immune system remains unknown due to the paucity of marker-specific reagents (e.g. antibodies) to identify immune cells. The genomic sequence of Takifugu rubripes (fugu) represents an important resource to facilitate the identification of lymphocyte-related genes. Here, we review the recent works on B-lymphocyte markers, the heavy (H) chains of IgM and IgD, and Ig light chain, and T-cell marker gene homologues, CD3ε, CD3γ/δ, CD4, and CD8α in a single fish species, fugu. Expressions of these B- and T-lymphocyte markers homologues in peripheral blood leukocytes and other lymphoid tissues of fugu suggest that these molecules in fish would be available as lymphocyte markers. These findings will lead us to develop reliable reagents for the identification of lymphocyte subpopulations. Fugu holds great promise as one of the model organisms for studies of development and evolution of adaptive and innate immunity in vertebrates.     

Comparative genomics analysis of metallothioneins in twelve Drosophila species

Metallothioneins (MTs) are a superfamily of Cys-rich polypeptides that bind heavy metal ions, both for physiological and detoxification purposes. They are present in all organisms, but their origin is probably polyphyletic, so that MT evolutionary studies are rather scarce. We present a thorough search and analysis of the MT coding sequences in the 12 Drosophila genomes completely sequenced, taking as reference the features reported for D. melanogaster, where four isogenes (MtnA to MtnD) are known and deeply characterized. We include a fifth isoform in this study, named MtnE, and recently annotated. The MTs polymorphism pattern is essentially the same for the 12 Drosophila species. Invariably, a MtnA form and an MtnB-cluster, comprising the MtnB-to-MtnE forms in tandem array, are observed. The whole set of genes are kept in the same synteny element (Muller E), but implicated in rearrangement events (mainly inversions), encompassing all or some of the isogenes. Gene exon/intron architecture, and cDNA and protein sequences appear highly conserved through Drosophila speciation, concordantly with an essential function for MT isoforms in flies, even for those previously considered as minor products. Data presented here will be comprehensively analyzed to provide a valuable guide for future MT evolutionary, structure and function studies.     

BAC libraries and comparative genomics of aquatic chordate species

The bacterial artificial chromosome (BAC) system is useful for creating a representation of the genomes of target species. The system is advantageous in that it can accommodate exogenous inserts that are very large (>100 kilobases, kb), thereby allowing entire eukaryotic genes (including flanking regulatory regions) to be encompassed in a single clone. The interest in BACs has recently been spawned by vast improvements in high throughput genomic sequencing such that comparisons of orthologous regions from different genomes (comparative genomics) are being routinely investigated, and comprise a significant component, of all major sequencing centers. In this review, we discuss the general principles of BAC cloning, the resources that are currently available, and some of the applications of the technology. It is not intended to be an exhaustive treatise; rather our goal is to provide a primer of the BAC technology in order to make readers aware of these resources and how they may utilize them in their own research programs.     

Comparative genomics: from genotype to disease phenotype in the leishmaniases

Recent progress in sequencing the genomes of several Leishmania species, causative agents of cutaneous, mucocutaneous and visceral leishmaniasis, is revealing unusual features of potential relevance to parasite virulence and pathogenesis in the host. While the genomes of Leishmania major, Leishmania braziliensis and Leishmania infantum are highly similar in content and organisation, species-specific genes and mechanisms distinguish one from another. In particular, the presence of retrotransposons and the components of a putative RNA interference machinery in L. braziliensis suggest the potential for both greater diversity and more tractable experimentation in this Leishmania Viannia species.     

Plenty more fish in the sea: comparative and functional genomics using teleost models.

Biology has collaborated with evolution to create an enormous repertoire of animal variation. This in turn has provided experimental biologists with models that can be used in the lab to simulate more complex systems. Amongst the organisms that have been used in this way are fish, where a large number of species have been utilised in a variety of different ways. Fish possess the smallest genomes of any vertebrate, making them ideal as models for genome analysis and gene discovery. Fish are also easy to maintain in a laboratory environment and can be bred easily. Fish often have well-defined physiology and respond well to many experimental procedures. Finally, fish are of great economic importance in their own right, as one of the world's largest sources of protein. In this review, the relationship between fish species is examined along with the role of different fish models in a wide range of biological disciplines.     

细菌比较基因组学和进化基因组学

通过比较不同细菌基因组间差异性与相似性,进而深入研究其分子机理,最终与其表型特征联系起来,是为比较基因组学;不同细菌经过长期进化,其基因组在结构与功能上存在着明显的分化,并构成表型进化的遗传基础,大量细菌全基因组测序的完成,细菌进化基因组学应运而生;以比较基因组学为研究手段,细菌进化基因组学可从基因组水平深入认识物种分化、生境适应、毒力进化、耐药性产生蔓延等表型进化过程。     

Comparative genomics and transcriptomics in ants provide new insights into the evolution and function of odorant binding and chemosensory proteins

Background

The complex societies of ants and other social insects rely on sophisticated chemical communication. Two families of small soluble proteins, the odorant binding and chemosensory proteins (OBPs and CSPs), are believed to be important in insect chemosensation. To better understand the role of these proteins in ant olfaction, we examined their evolution and expression across the ants using phylogenetics and sex- and tissue-specific RNA-seq.

Results

We find that subsets of both OBPs and CSPs are expressed in the antennae, contradicting the previous hypothesis that CSPs have replaced OBPs in ant olfaction. Both protein families have several highly conserved clades with a single ortholog in all eusocial hymenopterans, as well as clades with more dynamic evolution and many taxon-specific radiations. The dynamically evolving OBPs and CSPs have been hypothesized to function in chemical communication. Intriguingly, we find that seven members of the conserved clades are expressed specifically in the antennae of the clonal raider ant Cerapachys biroi, whereas only one dynamically evolving CSP is antenna specific. The orthologs of the conserved, antenna-specific C. biroi genes are also expressed in antennae of the ants Camponotus floridanus and Harpegnathos saltator, indicating that antenna-specific expression of these OBPs and CSPs is conserved across ants. Most members of the dynamically evolving clades in both protein families are expressed primarily in non-chemosensory tissues and thus likely do not fulfill chemosensory functions.

Conclusions

Our results identify candidate OBPs and CSPs that are likely involved in conserved aspects of ant olfaction, and suggest that OBPs and CSPs may not rapidly evolve to recognize species-specific signals.

Electronic supplementary material

The online version of this article (doi:10.1186/1471-2164-15-718) contains supplementary material, which is available to authorized users.     

Comparative genomics of nucleotide metabolism: a tour to the past of the three cellular domains of life

Background

Nucleotide metabolism is central to all biological systems, due to their essential role in genetic information and energy transfer, which in turn suggests its possible presence in the last common ancestor (LCA) of Bacteria, Archaea and Eukarya. In this context, elucidation of the contribution of the origin and diversification of de novo and salvage pathways of nucleotide metabolism will allow us to understand the links between the enzymatic steps associated with the LCA and the emergence of the first metabolic pathways.

Results

In this work, the taxonomical distribution of the enzymes associated with nucleotide metabolism was evaluated in 1,606 complete genomes. 151 sequence profiles associated with 120 enzymatic reactions were used. The evaluation was based on profile comparisons, using RPS-Blast. Organisms were clustered based on their taxonomical classifications, in order to obtain a normalized measure of the taxonomical distribution of enzymes according to the average of presence/absence of enzymes per genus, which in turn was used for the second step, to calculate the average presence/absence of enzymes per Clade.

Conclusion

From these analyses, it was suggested that divergence at the enzymatic level correlates with environmental changes and related modifications of the cell wall and membranes that took place during cell evolution. Specifically, the divergence of the 5-(carboxyamino) imidazole ribonucleotide mutase to phosphoribosylaminoimidazole carboxylase could be related to the emergence of multicellularity in eukaryotic cells. In addition, segments of salvage and de novo pathways were probably complementary in the LCA to the synthesis of purines and pyrimidines. We also suggest that a large portion of the pathway to inosine 5’-monophosphate (IMP) in purines could have been involved in thiamine synthesis or its derivatives in early stages of cellular evolution, correlating with the fact that these molecules may have played an active role in the protein-RNA world. The analysis presented here provides general observations concerning the adaptation of the enzymatic steps in the early stages of the emergence of life and the LCA.

Electronic supplementary material

The online version of this article (doi:10.1186/1471-2164-15-800) contains supplementary material, which is available to authorized users.