In order to enrich the phylogenetic diversity represented in the available sequenced bacterial genomes and as part of an “Assembling the Tree of Life” project, we determined the genome sequence of Thermomicrobium roseum DSM 5159. T. roseum DSM 5159 is a red-pigmented, rod-shaped, Gram-negative extreme thermophile isolated from a hot spring that possesses both an atypical cell wall composition and an unusual cell membrane that is composed entirely of long-chain 1,2-diols. Its genome is composed of two circular DNA elements, one of 2,006,217 bp (referred to as the chromosome) and one of 919,596 bp (referred to as the megaplasmid). Strikingly, though few standard housekeeping genes are found on the megaplasmid, it does encode a complete system for chemotaxis including both chemosensory components and an entire flagellar apparatus. This is the first known example of a complete flagellar system being encoded on a plasmid and suggests a straightforward means for lateral transfer of flagellum-based motility. Phylogenomic analyses support the recent rRNA-based analyses that led to T. roseum being removed from the phylum Thermomicrobia and assigned to the phylum Chloroflexi. Because T. roseum is a deep-branching member of this phylum, analysis of its genome provides insights into the evolution of the Chloroflexi. In addition, even though this species is not photosynthetic, analysis of the genome provides some insight into the origins of photosynthesis in the Chloroflexi. Metabolic pathway reconstructions and experimental studies revealed new aspects of the biology of this species. For example, we present evidence that T. roseum oxidizes CO aerobically, making it the first thermophile known to do so. In addition, we propose that glycosylation of its carotenoids plays a crucial role in the adaptation of the cell membrane to this bacterium's thermophilic lifestyle. Analyses of published metagenomic sequences from two hot springs similar to the one from which this strain was isolated, show that close relatives of T. roseum DSM 5159 are present but have some key differences from the strain sequenced.
Citation: Wu D, Raymond J, Wu M, Chatterji S, Ren Q, Graham JE, et al. (2009) Complete Genome Sequence of the Aerobic CO-Oxidizing Thermophile Thermomicrobium roseum. PLoS ONE 4(1): e4207. https://doi.org/10.1371/journal.pone.0004207
Editor: Niyaz Ahmed, University of Hyderabad, India
Received: October 23, 2008; Accepted: November 7, 2008; Published: January 16, 2009
Copyright: © 2009 Wu et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: The project is supported by the National Science Foundation “Assembling the Tree of Life” Grant No. 0228651 rewarded to Jonathan A. Eisen and Naomi Ward; the National Science Foundation “Photosystem I: Biogenesis, Broken Symmetry, and Hydrogenase Chimeras” Grant No. MCB-0519743 rewarded to Donald A. Bryant; National Science Foundation “Interspecies Metabolic Complementation in Geothermal Microbial Mats” Grant No. MCB0605301 awarded to Frank Robb and Albert Colman. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Since the publication of the first complete genome sequence of a free-living organism in 1995 , genome sequence databases have grown at a staggering rate. However, despite the abundance of complete genome data currently available, a lack of phylogenetic diversity is evident. Some phyla have been heavily sampled, others are only sparsely represented, and many have been completely ignored , . The current phylogenetic gaps in the genome databases prevent robust reconstruction of the tree of life, a crucial endeavor for our understanding of diverse ecosystems and biological mechanisms. To start to close these gaps, in 2002, we were funded as part of the National Science Foundation's “Assembling the Tree of Life” program (aTOL) to sequence the genomes of representatives of the eight phyla of bacteria that at the time had cultured representatives but no available genome sequence. Our intent was for these new genome sequences to not only further phylogenetic studies of bacteria, but to also encourage other investigators to focus on these neglected phyla.
One of the organisms we selected for sequencing was Thermomicrobium roseum, an extremely thermophilic bacterium originally isolated from Toadstool Spring, an alkaline siliceous hot spring in Yellowstone National Park . This rod-shaped, non-motile, Gram-negative bacterium grows optimally at 70–75°C and pH 8.2–8.5, and is currently classified as an obligately aerobic heterotroph. In contrast to other known bacteria, its cell membrane is composed entirely of long-chain 1,2-diols ,  and its cell wall is dominated by a protein rich in proline, glutamate, glycine, and alanine .
Since T. roseum was originally assigned to its own phylum, Thermomicrobia , we selected it for sequencing as a representative of a novel phylum. Subsequently, in 2004, T. roseum was reassigned to the phylum Chloroflexi based on phylogenetic analysis of 16S rRNA genes . Here we report on the sequencing and analysis of the genome of T. roseum strain DSM 5159, the type strain for this species.
Results and Discussion
Genome characterization defines a chromosome and a megaplasmid
Full sequencing of the T. roseum genome revealed two circular elements (Table 1; Figure 1) of 2,006,217 bp and 919,596 bp, respectively. Both elements have high G+C content (Table 1), averaging 63.6% for the larger element and 65.7% for the smaller one. Likewise, both show a strongly mirrored GC skew pattern along the axes connecting their origin and terminus of replication. The shotgun sequence reads from both elements have average coverage depths of ∼9.7 suggesting that they are present in the same number of copies per cell.
The circles display the following features, starting with the outermost circle: (1) forward strand genes; (2) reverse strand genes; (3) chi square deviation of local nucleotide composition from the genome average; (4) GC skew (blue bars represent positive values, red bars represent negative values); (5) tRNAs (green lines); (6) rRNAs (blue lines); (7) small RNAs (red lines). Gene color indicates the assigned role category. A gene can be included in the gene count for multiple role categories.
We refer to the larger element as a chromosome and the smaller one as a megaplasmid largely due to the differences in the array of predicted functions encoded by their respective genes. In particular, although both elements contain one rRNA operon, the megaplasmid contains only three of the 46 tRNAs and encodes few standard “housekeeping” proteins (e.g., ribosomal proteins, subunits of the RNA and DNA polymerases). Furthermore, phylogenetic analyses of the few homologs of housekeeping proteins encoded on the megaplasmid indicate that, unlike those encoded in the chromosome, they tend to not group with genes from other members of the Chloroflexi (see section on megaplasmid evolution below). Nevertheless, some important functions are encoded on the megaplasmid (see the section on flagella, below).
The nucleotide composition of the chromosome was analyzed by both a chi square test of trinucleotides and the CompostBin principal component-based method (see Materials and Methods). These analyses revealed three regions that are markedly different in composition compared to the rest of the genome (Figures 1& 2). Two of these are relatively short segments (18 kb and 11 kb) of very high G+C content (73%) that are separated by a run of approximately 50 kb of relatively normal composition. These high G+C regions contain homologs of numerous genes that likely are either derived from phage such as phage domain protein trd_1586 and phage structural protein trd_1644, or encode phage-related activities (e.g., a peptidase trd_1587 and an N-acetylmuramoyl-L-alanine amidase trd_1647 thought to be used by phage to break links in bacterial cell walls). Therefore, we propose that these two regions of anomalous composition represent prophage relics. The third anomalous region was identified by the low complexity of its base sequence and by its relatively low G+C content (55%). It was found to contain clustered regularly interspaced short palindromic repeats (CRISPRs) which are implicated as a phage-resistance system , . The megaplasmid also contains a 7.5 kb region of highly anomalous composition (71% G+C), but efforts to pinpoint its origin were inconclusive.
Hexamer frequencies were extracted from 20,000 random 4 kb fragments from the whole genome and analyzed using CompostBin, a PCA-based method. The first two principal components of the data are plotted. Red indicates chromosome data; yellow indicates megaplasmid data; orange indicates overlaps between the two; circles indicate the three outlier regions.
Genes for non-coding RNAs as well as putative protein coding regions were identified, and our summarized findings are presented in Table 1. Gene functions were predicted and genes were assigned to role categories using the automated system developed at The Institute for Genomic Research (TIGR) and applied to many previous genomes. To avoid bothersome repetition when discussing predicted capabilities, we often omit the term “predicted,” but they are predictions nevertheless. We do note whenever the predictions are either particularly robust or ambiguous.
An important role for non-photosynthetic T. roseum in studying the evolution of photosynthesis in the phylum Chloroflexi
One of the main goals of our aTOL project was to use the sequenced genomes generated to elucidate the evolutionary relationships among the bacterial phyla. We selected T. roseum as a representative of the phylum Thermomicrobia . After sequencing began, this phylum was formally merged with the phylum Chloroflexi based on phylogenetic analysis of 16S rRNA gene sequences . Since there are multiple examples for which trees based solely on 16S rRNA gene sequences have proven to be misleading , , we re-evaluated the phylogenetic placement of this species using a genome-scale phylogenetic analysis. Our results support the placement of T. roseum in the phylum Chloroflexi (Figure 3).
The tree was built from concatenated alignments of 31 housekeeping genes using the PHYML program. The bootstrap values are based on 100 replications. Organisms with photosynthetic capability are emphasized in green. Members from the phylum Chloroflexi are highlighted by the shaded box. Note – the organism Chlorobaculum tepidum used to be known as Chlorobium tepidum.
On one hand, this was disappointing because it meant that we were not sequencing the first genome from a novel phylum. On the other hand, the fact that this species is not as isolated compared to other genomes makes its genome more valuable for certain comparative genomic analyses. Perhaps the most important potential comparative use for the T. roseum genome will be in elucidating the evolution of photosynthesis in the Chloroflexi. Although this organism is non-photosynthetic, it can be used to study the evolution of photosynthesis in this group much as non-pathogens are used to study the origin of pathogenicity in their close relatives and flightless dinosaurs are used to study the evolution of flight in birds.
The photosynthetic members of the Chloroflexi belong to the family Chloroflexiaceae. Previously referred to as the “green non-sulfur bacteria,” they are now known as the filamentous anoxygenic phototrophs (FAPs). The FAPs are a key group for deciphering the evolutionary history of photosynthesis because their photosynthetic reaction centers are similar to those of the “purple” proteobacteria  while their bacteriochlorophyll biosynthetic genes and light-harvesting chlorosomes are similar to those of the green sulfur bacteria and Candidatus Chloracidobacterium thermophilum –. Prior studies have suggested that this chimeric photosynthetic system resulted from horizontal transfer of genes encoding photosynthetic system components between phylogenetically distant groups . However, the directions of transfer and the exact origins of the various components remain unresolved.
T. roseum, being one of the most closely related non-photosynthetic species to the FAPs to have its genome sequenced (Figure 3), serves as an important reference point for unraveling the evolution of photosynthesis in FAPs. We note that the only more closely related species to the FAPs than T. roseum for which a genome sequence is publically available is H. aurantiacus. Since there is no publication yet associated with the H. aurantiacus genome data, we are not carrying out a complete analysis of that genome here. In terms studying the evolution of photosynthesis, we sought to use the T. roseum genome to test one of the possible explanations for the origin of photosynthesis in the FAPs – that the FAPs co-opted genes that were present in an ancestor and that were involved in some process other than photosynthesis. If this occurred, then some of the genes involved in photosynthesis in FAPs might be closely related to genes found in non-photosynthetic Chloroflexi such as T. roseum.
To test for co-option, we built phylogenetic trees for all genes in the FAPs known to be directly involved in photosynthesis. We then searched these trees for instances in which a photosynthetic gene from a FAP grouped with genes from non-photosynthetic Chloroflexi rather than with genes from photosynthetic species in other phyla.
Of the 122 genes included, only one, an auracyanin homolog (trd_0373), meets the criteria for cooption from an ancestral function (Supplement Figure S1). Auracyanins are thought to be soluble donors that transfer electrons to the photosynthetic reaction center . This suggests the possibility that the auracyanins used in photosynthesis were co-opted from another electron transport function. Other than this one example, we find no evidence supporting the theory that genes were co-opted for photosynthesis from other functions. Of course, it is possible that genes were co-opted from other functions and then that all of these genes were lost from non-photosynthetic species like T. roseum. However, it seems more likely that some other theory must explain the presence of photosynthesis in the FAPs. The two main possibilities that remain are acquisition of all the genes required for photosynthesis from other lineages after the Chloroflexi branch separated from T. roseum or the presence of photosynthesis in the ancestor of the whole phyla and then the loss of this process and all of the genes involved from non photosynthetic species.
We note that we also do not find any relics of the carbon fixation pathways of photosynthetic Chloroflexi in the non-photosynthetic ones. Both T. roseum and D. ethenogenes have traces of the Wood-Ljungdahl pathway . In addition, T. roseum might encode genes for Calvin-Benson-Bassham cycle as well (as discussed below) . All the carbon fixation pathways of the non-photosynthetic Chloroflexi members are quite different than the 3-hydroxypropionate pathways of the FAPs . Thus it seems that carbon fixation pathways of the FAPs also did not arise by co-option from ancestral functions.
Genomic insights into the synthesis and function of the atypical components of the T. roseum cell envelope
Another key goal of our aTOL project was to understand better the genomic basis of unique phenotypes found among novel phylogenetic groups. One of the most unusual known aspects of the biology of T. roseum is its cell envelope. Here we describe the genomic and experimental analyses we used to investigate these novel structures.
Compared to other bacteria, the cell wall of T. roseum contains only a small amount of peptidoglycan , but this small amount appears to be essential because T. roseum is sensitive to penicillin . Galactosamine is substituted for glucosamine, the usual peptidoglycan building block . A standard peptidoglycan synthesis pathway is encoded in the genome. Five transpeptidases are involved in the cross-linking of the peptidoglycan (trd_0058, trd_1373, trd_1927, trd_0835, trd_1968), including one bifunctional protein that also has a transglycosylase domain (trd_1968).
Also unusual, the T. roseum cell wall is dominated by proteins, primarily by a single 75,000 kDa protein that is rich in glycine, proline, glutamate, and alanine. No predicted protein in the genome matches this profile, suggesting that this protein undergoes significant modification after translation. We think it likely that some cell wall proteins are cross-linked to the peptidoglycan. This could also explain the presence of ornithine in some of the protein fractions  because the acid hydrolysis could release ornithine that is frequently found in petidoglycans .
The cytoplasmic membrane of T. roseum is also novel; it is made of a series of long chain 1,2-diols instead of the glycerolipids found in most bacteria . A 1,2-diol is structurally similar to a glycerolipid except that the third carbon is linked to a fatty acyl group instead of being linked to a hydroxyl group that is esterified with a fatty acid. Notably, growing T. roseum at higher temperatures results in fewer branched chained diols and a slightly greater diol chain length . We note that the absence of a homolog of the plsB gene (glycerol-3-phosphate acyltransferase) suggests that the normal glycerol-phospholipid synthesis pathway is blocked, and thus 1,2-diols must substitute for glycerolipids as the membrane building blocks for T. roseum. Fatty acids can be reduced and hydrolyzed to produce 1,2-diols, but the details of the processes remains to be clarified.
Characterization of glycosylated carotenoids in T. roseum and their possible role in maintaining cell membrane integrity
The carotenoids which give T. roseum colonies their pinkish-red color are another key component of their novel cell membrane. The structures of the pigments and their synthetic pathways have not previously been characterized in detail. We present here the results of our genome analysis and high performance liquid chromatography (HPLC) studies investigating these carotenoids and their synthetic pathways.
Based on the absorbance spectra of crude extracts, the carotenoids of T. roseum were first thought to be derivatives of torulene or 3,4-dehydrolycopene . We think that this identification was incorrect, an error likely due to the poor pigment yields obtained by extracting the cells with acetone/methanol. Our HPLC analyses of such extracts suggested that a complex mixture of very hydrophobic compounds was present (Figure 4A, upper panel). However, after saponification, pigment yields were much higher (Figure 4A, lower panel) with the major carotenoid being very polar and displaying a retention time similar to that of authentic oscillaxanthin (oscillol-2,2′-difucoside) from the cyanobacterium Gloeobacter violaceus strain PCC7421 . The visible absorption spectra of both the acylated compounds and the glycoside liberated by saponification were identical to that of oscillaxanthin (Figure 4B, 4C). They are also consistent with those of acylic carotenoids with 13 conjugated double bonds. The complexity of the elution profile and the extremely hydrophobic nature of the pigments prior to saponification prompt us to believe that the major pigments of T. roseum have modifications that are similar to those on the ψ end of salinixanthin, a carotenoid glycosyl ester produced by Salinibacter ruber . If the Salinibacter ruber type of carotenoid acylation and glycosylation takes place in T. roseum, we believe the major carotenoids of T. roseum are acylated derivatives of an oscillol-di-glycoside; however, the identity and attachment position (i.e., the 1,1′ or 2,2′ hydroxyls) of the glycosyl moieties have not yet been determined
A. Reverse phase HPLC analysis of T. roseum pigments revealed two types of carotenoid compounds: extremely hydrophobic pigments from crude extracts (top panel, peaks 1 & 2) and a polar glycoside released by saponification (bottom panel, peak 3). The glycoside is the major form of carotenoid in T. roseum. Its HPLC retention time was similar to that of the authentic oscillaxanthin (oscillol-2,2′-difucoside) from the cyanobacterium Gloeobacter violaceus PCC7421 (see Figure 4B for the molecular structure). B. Comparison of the in-line spectra of compounds from peak 1, 2 & 3 (Figure 4A) with that of the oscillaxanthin from Gloeobacter violaceus PCC 7421 indicates that the major T. roseum carotenoid core is oscillol diglycoside. The structure of oscillaxanthin is shown to the right. The sugar moieties in oscillaxanthin are fucose; the identity and exact positions of the glycosyl moieties in the T. roseum oscillol diglycoside are yet to be determined. C. Carotenoid modification pathway in T. roseum. Step 1: The introduction of two hydroxyl groups at the ends of lycopene to form (2S, 2′S)-oscillol. The absorbance spectra of T. roseum pigments (Figure 4B) indicate that 1,1′ and 2,2′ positions have all been hydroxylated. We found a 1,1′ hydroxylase in the genome; the gene(s) encoding the 2,2′ hydroxylation function are yet to be identified. Step 2: A glycosyl transferase (CruC) adds a sugar moiety (R) to both ends of (2S,2′S)-oscillol to produce oscillol diglycoside, the dominant carotenoid (Figure 4A, peak 3). The nature of the sugar moieties are unknown. Although the figure shows a 2,2′-oscillol diglycoside, 1,1′-oscillol diglycoside is another possibility at this step. Step 3: The acyltransferase domain of the 1,1′ hydroxylase adds acyl chains (A) to the sugar moieties (R), thus producing the extremely hydrophobic pigments seen in the crude extracts (Figure 4A, peak 1&2).
The genome sequencing data support and further explain the biochemical analyses. A single gene cluster (trd_1158 to trd_1167) on the T. roseum chromosome encodes most of the genes predicted to be related to carotenoid biosynthesis and modification. This cluster includes a gene encoding phytoene synthase (crtB; trd_1159), a phytoene dehydrogenase (crtI; trd_1163), a 1,1′ hydroxylase (trd_1162) that adds a hydroxyl group to one or both ends of lycopene , and a group II glycosyl transferase (cruC; trd_1161) that adds a glycosyl moiety to the hydroxyl groups at the ends of carotenoid molecules  (Figure 4C).
Interestingly, the 1,1′ hydroxylase (trd_1162) has an acyltransferase domain at the C-terminus of the predicted protein that is presumably responsible for acylation of the glycosyl residues introduced by CruC (Figure 4C, Steps 2 & 3), the dual functions of this T. roseum protein are carried out by two different enzymes in Salinibacter ruber: the 1,1′ hydroxylase (cruF) and acyltranferase (cruD). Genes encoding apparent orthologs for each of the other enzymatic functions for the ψ-end modifications are also found in the genome of Salinibacter ruber . In addition, this gene cluster encodes two conserved hypothetical proteins (trd-1160, trd_1167) and a paralog of glycolate oxidase (trd_1165). One or more of these genes might be responsible for the proposed introduction of the 2,2′ hydroxyl groups (Figure 4C, Step 1). No homologs were found to any of the four known classes of lycopene cyclases , a finding that is consistent with the chemical analyses that identified only linear carotenoids in this organism.
The genome sequence and biochemical analyses show that T. roseum can produce a complex mixture of dipolar carotenoids. Because it is not phototrophic, these carotenoids probably serve as biological antioxidants that protect the cells against singlet oxygen and free radicals , . It has also been demonstrated that carotenoids can significantly modify the physical properties of the lipid phase of membranes . Specifically, they decrease membrane fluidity, increase the order of alkyl chains, and increase the hydrophobicity of the membrane interior. Such effects are strongest for dipolar carotenoids like those found in relatively great abundance in T. roseum . Given these properties and the absence of various glycerol-derived phospholipids, such as cardiolipin and phosphatidylethanolamine, in T. roseum, it is probable that carotenoids modified by glycosylation and acylation at both ends of the C-40 backbone play an important role in membrane stabilization in this thermophile (Figure 4C).
Chemoheterotrophic growth and nutrient requirements
As part of our aTOL project, we are characterizing the growth requirements for each selected species so that these organisms can be better utilized in the lab for experimental studies. Thus, we initially focused on the growth and nutrient requirements for T. roseum.
Given its well-documented ability to grow chemoheterotrophically , the T. roseum genome not surprisingly encodes complete pathways for glycolysis/gluconeogenesis, the oxidative pentose phosphate pathway, and the TCA cycle, as well as the components of an electron transport chain coupled with oxidative phosphorylation. Likewise, we identified complete pathways for the biosynthesis of pyrimidine/purine nucleotides, amino acids, and many vitamins and other cofactors. However, the mechanism by which nitrogen is acquired for biosynthetic pathways is unclear. Experimental studies have shown that T. roseum required the addition of glutamate to grow if nitrate was the source of inorganic nitrogen . Genes for the reduction of nitrate to nitrite and for the assimilation of ammonia (gdhA, trd_1476) are present in the genome. However, we could not identify any genes encoding enzymes known to carry out the conversion of nitrite into ammonia. Specifically, we could detect neither an NADH-dependent nor a formate-dependent nitrite reductase—the enzymes required for the two standard pathways , .
Based on our genome analysis, we predict that T. roseum can synthesize a wide variety of water-soluble cofactors in the vitamin B family, including thiamine, riboflavin, pyridine nucleotides, pyridoxine, folate, ubiquinone, menaquinone, lipoate, heme, coenzyme F420, and molybdopterin. There are, however, some potentially important exceptions. Although most of a pathway for pantothenate synthesis is present, no ketopantoate reductase (panE) could be identified. Since a complete pathway for synthesizing coenzyme A from pantothenate is present, it seems likely that the pantothenate pathway is complete and, furthermore, that T. roseum can synthesize coenzyme A. We predict that T. roseum cannot synthesize vitamin B12, but we also note that homologs of enzymes that carry out two of the B12 synthesis steps in many species (corrin-porphyrin methylase trd_0852 and corrinoid adenosyltransferase trd_0805) are present. Apparently, T. roseum lacks the ability to synthesize glutathione, as both glutamate-cysteine ligase and glutathione synthetase are missing from its genome.
A key component of understanding the growth requirements for an organism lies in its capabilities for transporting molecules in and out of the cell. Because a large fraction of the genome (268 genes, 9.7% ORFs) is dedicated to membrane transport functions, T. roseum exhibits a very robust transporter system, largely due to the great expansion of importers for organic nutrients like sugars, amino acids and peptides. 104 transporter genes are encoded on the megaplasmid (12% of ORFs).
Of the predicted transport proteins, the multiple component ABC superfamily transporters are predominant (168 genes). Transporters in this family utilize ATP hydrolysis as the primary source of energy to drive the transport process. They are involved in the uptake of a large array of organic nutrients and inorganic compounds, as well as the export of iron compounds, peptides and multi-drugs. For example, T. roseum encodes 14 complete amino acid and peptide importers, 8 sugar importers and 4 nitrate importers. Previous studies show that photosynthetic organisms with the ability to synthesize an ATP pool via photosynthesis, like Synechococcus elongatus and Gloeobacter violaceus strain PCC7421 encodes relatively higher percent ABC family transporters compared to other organisms . The distribution pattern of ABC transporters in T. roseum shares the similar feature as those photosynthetic organisms. One of the possible explanations could be that T. roseum can utilize CO and H2 as energy source and generate a large ATP pool (see later paragraphs for details).
T. roseum also encodes a large array of secondary-type transporters (76 genes), which utilize ion or solute electrochemical gradients, such as the proton/sodium motive force, to drive the transport process. Two families are relatively expanded compared to other Chloroflexi species: the MFS family transporter for drug efflux (23 genes) and sugar uptake (2 genes), and the APC family amino acid and ethanolamine importers (5 genes). T. roseum encodes a CPA3 family multi-component monovalent cation/proton antiporter (trd_A0369 to trd_A0375). Studies in alkaliphilic Bacillus halodurans C-125 shows that this transporter system is important for pH homeostasis and alkali tolerance . It catalyzes efflux of cytoplasmic sodium, potassium or lithium ions in exchange for external hydrogen ions (protons). A multifunctional complex could provide synergies such as the presentation of a large protein surface area on the external membrane surface, which enhance proton capture and the monovalent cation/proton antiport function that supports alkali resistance . The presence of this transporter system in T. roseum supports its adaptation to the alkaline hot spring environment.
Alternatives to heterotrophic growth
As discussed above, T. roseum is known to grow as a chemoheterotroph . However, our analysis of the genome suggested the potential for other nutritional modes as well. In the following sections, we describe the bioinformatic and experimental evidence supporting two other possibilities: chemotrophic growth using CO or H2 as an energy source and autotrophy via the fixation of CO2.
Genome analysis and experimental tests supporting aerobic CO oxidation.
The possibility that T. roseum utilizes carbon monoxide (CO) as an electron source was suggested by the presence of genes encoding homologs of the three subunits of a molybdopterin-containing carbon monoxide dehydrogenase (Mo-CODH trd_A0564-6) . There are two known forms of Mo-CODH: form I oxidizes CO, whereas the function of form II remains uncertain . Phylogenetic analysis identified the T. roseum gene as form I (Figure 5C). The genome also encodes a molybdate ABC transporter (modAB: trd_A0234-5) and a set of molybdenum cofactor biosynthesis proteins (moaABCDE: trd_1041, trd_1044, trd_1078, trd_1708), both of which are needed to provide the required molybdopterin cofactors.
A. Two pathways for carbon dioxide fixation and an electronic transport chain for carbon monoxide/hydrogen oxidation in T. roseum. B. Phylogenetic tree for the catalytic domain of Types I-V ribulose bisphosphate carboxylase large subunit RbcL). The tree is based on alignments generated using Pfam domain PF00016. C. Phylogenetic tree for the molybdopterin-binding domain of the aerobic CO dehydrogenase CoxL. The tree is based on alignments generated using Pfam domain PF02738.
Based on these findings, we decided to test directly for CO utilization. Experiments showed that when CO is provided, T. roseum grows and oxidizes CO to produce CO2 (Figure 6). When the initial CO level is low (5%), all the CO is utilized; when more CO is provided (20%), a residual amount of CO remains (Figure 6A) due, we think, to limiting amounts of oxygen.
A. CO concentration in headspace plotted against incubation time. For the 20% CO experiment: (a) O2 concentration (not shown) had decreased to below detection level at 400 hours; and (b) the onset of CO consumption was delayed by roughly 75 hours as compared with the 5% CO experiment. B. CO2 concentration in headspace plotted against incubation time. For the 20% CO experiment, O2 concentration (not shown) had decreased to below detection level at 400 hrs, whereas in the 0% CO control, it fell from an initial level of 20% down to about 0.5%. Initial CO2 production appeared to be highest in the 5% CO experiment (which had an earlier onset of CO oxidation), followed by the 20% CO experiment. Production of CO2 lagged in the T. roseum culture with 0% CO and plateaued at a lower level.
Aerobic CO oxidation is found only in a few groups of bacteria, specifically in many Actinobacteria and Proteobacteria and in at least one Firmicute . Thus, its presence in a member of the Chloroflexi is relatively novel. Phylogenetic analysis did not provide any convincing evidence for gene transfer for any of the genes involved (data not shown). This presents a bit of a conundrum. The last common ancestor of the phyla in which this capability has been found likely predates the oxygenation of the atmosphere . Thus, either (a) the ancestral process utilized something other than oxygen as the electron acceptor and subsequently each lineage separately evolved the means to utilize oxygen, or (b) the original process evolved in one phylum after oxygenation of the atmosphere and then moved by lateral transfer events to the other lineages.
Genomic evidence for use of H2 as an energy source.
The possibility of using H2 as another source of high energy electrons is indicated by the presence in T. roseum of a hox gene cluster encoding the apparatus for utilizing hydrogen gas (H2) (trd_1863-78). This cluster encodes both the large (HoxL trd_1877) and small (HoxS trd_1878) subunits of a membrane-bound NiFe-hydrogenase involved in H2 uptake, hydrogenase expression-formation proteins (HypDE trd_1866-7), a maturation protein (HypF trd_1863), an assembly chaperone (HypC trd_1869), and a nickel-incorporation protein (HypA trd_1871). We note that HoxS and HoxL group in phylogenetic trees within a clade of proteins from actinobacteria, thus suggesting that the hox cluster may have been acquired by gene transfer.
Electron transport when using CO or H2 as energy sources.
In aerobic organisms such as T. roseum, energy from the oxidation of CO or H2 is usually captured by some type of electron transport chain. There are two likely acceptors for the electrons provided by either Mo-CODH or NiFe-hydrogenase. One is oxygen, which, as discussed above, may be required for CO oxidation. This pathway would likely utilize a cytochrome oxidase, in which case the cytochrome oxidase must tolerate CO. Electron transport to oxygen might be used to generate a proton gradient which could, in turn, drive ATP generation via ATP synthase.
Alternatively, electrons could be channeled to NADP+ to generate NADPH via the novel NADP+ reductase encoded in the genome (trd_A0924). This predicted reductase contains not only a 2Fe-2S iron-sulfur cluster binding domain and an oxidoreductase FAD-binding domain, but also the only bacterial ferredoxin-NADP+ reductase NADP+ binding domain found in this genome.
The exact path by which electrons travel from CO or H2 to the final electron acceptors in T. roseum remains unclear. The auracyanin (trd_0373) discussed earlier in relation to the evolution of photosynthesis might play a role. Whatever the path, we predict that the CO and H2 oxidation pathways could serve as sources of both ATP and NADPH.
Potential for carbon fixation.
In some species, ATP and NADPH generated from CO and H2 are used only as supplemental energy sources , while in others these energy-rich molecules are used for carbon fixation—a strategy termed chemolithoautotrophy because the energy source is chemical and the electron source is inorganic. Therefore, we examined the genome of T. roseum to assess its potential for carbon fixation. We found homologs for some genes involved in the CO2 fixation pathway used by some of the photosynthetic Chloroflexi (the 3-hydroxypropionate cycle). However, many are missing and those that are present appear to be paralogs, not orthologs. Thus, we conclude that this pathway is not likely to be present in T. roseum.
However, the genome does encode portions of two alternative CO2 fixation pathways. The first of these involves a variant of the Wood-Ljungdahl pathway (also known as the acetyl-CoA pathway). In the standard Wood-Ljungdahl pathway, CO2 is reduced with the formation of acetyl CoA. Due to the absence of the CO dehydrogenase/acetyl-CoA synthase (CODH/ACS), the Wood-Ljungdahl pathway is not complete. However, the “Eastern” portion  is present (Figure 5A) and would allow CO2 assimilation via methionine rather than via acetyl-CoA.
The second possible carbon fixation pathway is the Calvin Benson Bassham (CBB) cycle (Figure 5A). The genome encodes candidates for many of the steps of this cycle including a homolog of RbcL (trd_0132), the large subunit of ribulose 1,5-bisphosphate carboxylase/oxygenase (rubisco), although no gene for the Rubisco small subunit RbcS has been found in the genome. However, the absence of enzymes such as sedoheptulose 1,7-biphosphate aldolase, sedoheptulose bisphosphatase, and fructose 1,6-biphosphate aldolase indicates that T. roseum may not be able to regenerate ribulose 5-phosphate. The observation that T. roseum can grow on a three-carbon compound such as glycerol  suggests that a pentose regeneration process catalyzed by other aldolases and phosphatases may exist in T. roseum; however, we have been unable to identify a potential ribulose 5-phosphate kinase (PRK; phosphoribulokinase), an enzyme without which the CBB cycle would be incomplete.
If this is indeed the case, it would not be the first time an organism with an incomplete CBB cycle has been found to have an RbcL homolog that is used for some other purpose. RbcL homologs have been divided into four types based on comparative studies and phylogenetic analysis. Types I and II function as the “classic” Rubisco in the CBB cycle . Type III forms are found only in archaea where they function as Rubisco in AMP metabolism. Type IV forms were first detected through genome sequencing – and have now been found in a variety of bacteria and archaea. Those that have been tested do not have detectible Rubisco activity . The one from B. subtilis is a 2,3-diketo-5-methylthiopentyl-1-phosphate enolase that is involved in a methionine salvage pathway , .
Our phylogenetic analysis placed the RbcL homolog of T. roseum with sequences from proteobacteria of diverse biology, such as the aerobic anoxygenic phototrophic Jannaschia sp. CCS1 and the nitrogen-fixer Rhizobium leguminosarum, (Figure 5B). Some of these were previously classified as type IV-NonPhoto because they were found in nonphototrophic bacteria . However, our analysis indicates that this group, including the T. roseum homolog, is distinct. We propose it be designated as type V.
The functions of the type V RbcL homologs, including that of T. roseum, are unknown. Although some type V RbcLs are involved in the methionine salvage pathway, this is highly unlikely for the T. roseum RbcL because other genes for that pathway are not present in its genome. However, analysis of sequence and structural alignments suggests that the T. roseum protein has good potential to be a true Rubisco. With the exception of the beta-hairpin, most of the secondary structures present in typical photosynthetic rubisco large subunits are preserved in the T. roseum RbcL. Furthermore, the T. roseum RbcL has the loop CD structure that is found exclusively in type IV and V RbcLs . When comparing the type IV and type V RbcLs, the protein sequences at the active sites of type V RbcLs were found to be most similar to those of the type I and II RbcLs that function as true rubiscos . Specifically, 18 out of 19 of the amino acids at the active site in the T. roseum RbcL are identical to those in the type I and II forms.
Responding to environmental cues
Signal Recognition and Transduction.
3.5% of the genome of T. roseum is dedicated to signal transduction systems that equip this bacterium to sense and respond to environmental signals. It has been suggested that one-component systems in which one protein provides both the input sensor and the response regulator functions are the dominant signal transduction systems in bacteria because of their extraordinary combinatorial diversity . Indeed, the largest group of signaling-related genes in T. roseum is the 64 genes for “one-component systems.” There are also 33 genes involved in two-component signaling systems, systems in which the sensor and response regulators are located in different proteins. Typically, the sensor protein is a histidine kinase, which transmits the signal to a response regulator by protein phosphorylation. T. roseum encodes 9 histidine kinases, 16 response regulators, and 8 chemotaxis-related proteins.
The ability to predict the input signals and output responses for these signaling systems provides some insight into what this organism responds to and how such responses are carried out. For example, DNA binding domains are by far the most abundant response domains found in both types of signaling system, being identified in 12 two-component and 39 one-component system proteins. This suggests that transcription regulation is used extensively to respond to environmental cues. Other responses can be predicted from the protein domains present, which include di-guanylate cyclase, hydrolase, phosphatase and protein kinase domains. Only a few predictions of the input signals sensed by these systems could be made confidently, and most of these cases involved responses to the binding of small effectors.
Chemotaxis and flagellum-related genes.
Chemotaxis is a process by which bacteria move in response to chemical gradients in their environment . Almost one third of the two-component system proteins (10 out of 33) in T. roseum are predicted to be involved in chemotaxis. The predicted proteins include a histidine kinase (CheA trd_A0215), a response regulator (CheY trd_A0211), a methyl transferase (CheR trd_A0210), and seven methyl-accepting chemotaxis proteins (MCPs). This is an intriguing finding in that T. roseum is not known to be motile .
Likewise, it was surprising to find genes for synthesizing, assembling, and regulating a flagellum. Many of these genes are located in three gene clusters on the megaplasmid (Figure 7A). Identified genes encode all of the typical components of a flagellum including the cap (trd_A0220), filament (flagellin trd_A0208), hook (trd_A0642), rod (trd_A0645, trd_A0653, trd_A0044-5), MS-ring (trd_A0651), C-ring (trd_A0028-9), motor (trd_A0031-2), and type III flagellar export apparatus (trd_A0037-8, trd_A0648-9, trd_A0034-6) (Figure 7B) . Genes related to flagellum assembly are also present, including the transcription-level regulator (flgM trd_0084) and an RNA polymerase sigma factor (fliA trd_A0041), the flagellin chaperon (fliS trd_A0221), the hook capping protein (flgD trd_A0643), and the flagella number regulator (flhF trd_A0039). The required ability to penetrate the cell wall also appears to be provided by a lytic transglycosylase/peptidase fusion protein (trd_A0646) that is located in one of the flagellar gene clusters. In addition, as discussed above, T. roseum possesses key genes for chemotaxis signal transduction.
A. The three clusters of genes encoding flagellum-related and chemotaxis-related proteins located on the megaplasmid. B. The flagellar structures and related chemotaxis apparatus encoded in the T. roseum genome.
This genetic repertoire suggests that T. roseum has, or recently had, the potential for making a flagellum and for chemotaxis. However, exactly how such a flagellum would attach and move the cell remains ambiguous. In most Gram-negative bacteria, the flagellum is anchored across the cell wall and outer membrane via the P-ring and L-ring structures . Although T. roseum has the typical layered cell wall of a Gram-negative bacterium, including a structured outermost layer with a regular repeating unit , genes encoding P-ring and L-ring structures appear to be absent (Figure 7B). However, these two rings are also missing in organisms that do not have the typical Gram-negative flagellar attachment system, e.g., in spirochetes in which the flagella rotate between the outer membrane sheath and cell cylinder, and in Gram-positive bacteria which lack the outer membrane , . It seems unlikely that the rod-shaped T. roseum could use a spirochete-like mechanism. In addition, although there are four genes that may be related to lipopolysaccharide biosynthesis, it appears unlikely that T. roseum has a standard Gram-negative structure with an outer membrane because it lacks the genes for outer membrane proteins, porins, periplasmic chaperones, and the YaeT/YfiO/YgL/NlB complex  makes. Another possibility is that the outer layer of T. roseum is part of its atypical cell wall, in which case its flagellar structure could be expected to resemble that seen in Gram-positive bacteria .
Even though flagella have not been reported for T. roseum, we suggest that T. roseum has the potential to make a functional flagellum. It is possible that one or more of the key genes have subtle sequence changes that render them inactive, but we have not observed any such mutations. Clearly, more research is needed in order to determine the structure of the outer layer of T. roseum cells, and more growth conditions will likely have to be explored in order to prompt T. roseum to demonstrate its flagellar and chemotaxic potentials.
Flagellum-related genes all located on the megaplasmid
The evolution of the multi-component flagellar apparatus has been a subject of great interest. None of the other species in the Chloroflexi group whose genome has been sequenced encode any flagellar structural components. The chemotaxis signal transduction proteins (e.g., cheR, cheY, cheA, and mcp) identified in some of them (e.g., C. aggregans, C. aurantiacus, and H. aurantiacus)  probably function in conjunction with their filamentous gliding motility . D. ethenogenes, which lacks the flagellar structural protein genes, has genes that encode the structural and assembly proteins for a twitching motility and type IV pilus system .
We were particularly interested in how T. roseum came to possess all of the genes for making a flagellum when most other members of the Chloroflexi do not. Phylogenetic analysis reveals that neither cheR nor cheY in T. roseum branches with other Chloroflexi homologs, while cheA is the deepest branch in a Chloroflexi clade with a very long branch length. The cell motility related signal transduction proteins in T. roseum are only distantly related to those of the other Chloroflexi, thus making it unlikely that the genes were present in a common ancestor or that they were acquired by lateral transfer within the Chloroflexi.
However, there is one very striking finding that suggests T. roseum may have acquired its entire flagellar apparatus by gene transfer: except for several methyl-accepting chemotaxis proteins, all of the flagellum-related genes are located on the megaplasmid (Figure 7A). Such localization of all flagellum-associated genes on a potentially mobile element has not been reported previously in either the Bacteria or the Archaea.
The origin of the flagellar genes in T. roseum is thus related to the origin of the megaplasmid. Three lines of evidence suggest that this megaplasmid was acquired after the T. roseum lineage diverged from the lineages of all other Chloroflexi for which genomes are available. Firstly, only one other species in the Chloroflexi is known to contain a megaplasmid, that being Herpetosiphon aurantiacus (Bryant, unpublished). We did not detect any evidence for a close relationship between these two megaplasmids. Secondly, as discussed above, phylogenetic analysis of the few homologs of housekeeping proteins encoded on the megaplasmid indicates that, unlike the housekeeping proteins encoded in the chromosome, these proteins tend to not group with genes from other members of the Chloroflexi. Thirdly, CompostBin nucleotide composition analysis (Materials and Methods) shows that despite significant overlap between the two genetic elements, one can still clearly detect differences between their patterns of nucleotide composition (Figure 2).
It has not escaped our notice that the presence of all the flagellar components on a mobile element suggests a simple and rapid means by which organisms could acquire motility.
Environment genomics analysis
Since its isolation from Toadstool Spring in Yellowstone National Park , T. roseum has not been convincingly identified in any other environment. Recently, metagenomic sequence data was reported from microbial mats of two other hot springs in Yellowstone: Octopus Spring and Mushroom Spring (which is immediately adjacent to Toadstool Spring) . These hot springs are similar in many ways to Toadstool with relatively stable bacterial and archaeal communities with phototrophic upper layers (which are mainly composed of cyanobacteria and FAPs) and heterotrophic deeper layers . In the metagenomic data for both springs we have identified sequences that come from organisms that appear to be very closely related to the T. roseum strain we sequenced (Supplement Figure S2). The observation that the sequences that are similar to the T. roseum genome are dispersed over the entire genome suggests that an organism closely related to T. roseum DSM5159 is present in these habitats (instead of particular DNA segments recently acquired by other organisms from T. roseum). Previous work had suggested that T. roseum was present in Octopus Spring (because lipids like those from T. roseum had been identified there) but the closest 16S rRNA sequence from the spring only shared 75.4% similarity with T. roseum .
We note that the sequences that are from close relatives of T. roseum in the metagenomic data are relatively rare in the metagenomic data sets (Figure S2 A). This suggests that at least for these samples, the T. roseum-like organisms have a relatively low abundance (the unevenness in the number of the sequence reads from different depth samples might contribute to the large variation in T. roseum-like sequences in the different samples (Figure S2 A)). Nevertheless, T. roseum–like sequences are seen in slices sampled at as deep as 5 mm from the microbial mats – a finding that is consistent with our prediction that the strain we sequenced has a dependency on the availability of oxygen instead of light as revealed by our sequencing efforts.
Although the high levels of sequence similarity to the metagenomic reads suggest that a relative of the strain whose genome we sequenced is present in these springs, there are some notable differences. For example, we have identified seven clones from the hot spring mats for which the sequence from one end matches closely to some part of the T. roseum genome while the sequence from the other end does not have a close match in the T. roseum genome. One such clone from Mushroom Spring has a strong match to the T. roseum megaplasmid on one end. The other end, which has no good match in the T. roseum genome, encodes the CRISPR-associated, RAMP protein, CSM3, which is closely related to CSM3 proteins from other Chloroflexi. We believe this is most likely an indication that this clone is from a close relative of T. roseum in the environment and that CSM3 has been lost relatively recently from the genome of the strain which we have sequenced. Other interesting findings on clones that are from close relatives of the strain we sequenced include a DNA polymerase that is very distantly related to the DNA polymerase in DSM 5159 as well as a DNA mismatch endonuclease and a DNA methyltransferase not found in DSM 5159. Though it is possible that these chimeric clones are artifacts introduced by the cloning process, the differences are consistent with the sequence diversification and genome-wide rearrangements that are prominent in the hot sprint microbial mats .
As with other genome sequences, analysis of the genome of T. roseum reveals many insights into the biology of this organism. For example, genome analysis and experimental studies help refine what we know about this energy metabolism and its novel cell envelope components, as well as other aspects of its biology of this organism. In addition, the genome helps serve as a reference for environmental studies of communities where relatives of this strain are present.
However, this organism was selected for genome sequencing more because of its phylogenetic novelty and not its biology per se. Thus, it is important to consider whether such phylogenetically driven genome sequencing is as we expected of value beyond just in aiding studies of a particular organism. On the one hand and in retrospect, this organism was not as phylogenetically novel as we had hoped. This indicates that future phylogenetically driven sequencing projects should probably use the rRNA tree of life directly rather than assignment of organisms to taxonomic groups. Nevertheless, this organism is still distantly related from other organisms for which genomes are available. This distance is important for two reasons. Firstly, it allows the genome to be used to address questions about large-scale evolutionary patterns such as the origin and evolution of the phylum Chloroflexi and the evolution of photosynthesis within this group. In addition, and perhaps more importantly, there are some novel features, which are consistent with phylogenetic uniqueness, present in the genome of this organism. For example, this is the first species known to encode all the genes for chemotaxis (including those for motility) on a plasmid. If one's goal is to discover novel features in organisms, certainly sequencing organisms from branches of the tree of life that have not yet been sampled seems to be a good approach. Of course, one cannot always find novelty simply by scanning a genome sequence. However, having a genome sequence from a novel organism is a good way to launch experimental studies of that organism and its relatives which in turn will help identify what novel features they possess.
As of now, there are still hundreds of major branches in the bacterial tree of life that have no genome sequences available for any member. The same is generally true for archaea, eukaryotes, and viruses. We believe that obtaining such genomes is a critical need in order to broaden our understanding of the diversity and evolution of life on this planet.
Materials and Methods
Genome sequencing and annotation
Genomic DNA was isolated from exponential-phase cultures of T. roseum strain DSM5159. This strain was acquired from the German Collection of Microorganisms and Cell Cultures (DSMZ). Cloning, sequencing, assembly, and closure were performed as previously described . For this sequencing, several shotgun libraries were constructed using inserts with sizes 0.5 kbp, 1.5–3.5 kbp, and 8–14 kbp. In bacteria, the origin of replication is often designated as a region near a cluster of relevant genes (e.g., dnaN, dnaA, gyrA, gyrB, SpooJ, gidA). In T. roseum, these genes are dispersed throughout the genome, precluding use of this approach. Therefore, the putative origin was determined from analysis of the GC skew (G−C/G+C) . The transitions between regions of positive and negative GC skew are assumed to correspond to the replication origin and terminus. On that basis, base pair 1 was located in the intergenic region near the DNA polymerase III τ and γ subunits in the circular chromosome, and in the intergenic region near the multiple substrate aminotransferase protein in the megaplasmid. Putative protein coding sequences were identified by Glimmer  RNA predictions and the functional annotation of those genes was performed as previously described . The protocols previously built for annotating transport systems using the TransportDB database  were adapted and used for transporter analysis.
Nucleotide composition analysis
Nucleotide composition variations within the T. roseum genome were investigated using CompostBin , a PCA-based multivariate analysis method. The frequencies of hexamers were extracted from 20,000 random 4 kb fragments sampled from the genome. Each fragment was subsequently represented as a 4096 dimensional vector, for which each component of the vector represents the frequency of one of the 4096 hexamers. Thus, the 20,000 sequences were represented as a 20000*4096 feature matrix. The principal components of the feature matrix were extracted and the projection of the feature matrix in the first two principal components is shown in Figure 2.
For genome tree construction, protein sequences translated from 31 housekeeping genes (dnaG, frr, infC, nusA, pgk, pyrG, rplA, rplB, rplC, rplD, rplE, rplF, rplK, rplL, rplM, rplN, rplP, rplS, rplT, rpmA, rpoB, rpsB, rpsC, rpsE, rpsI, rpsJ, rpsK, rpsM, rpsS, smpB, tsf) from genomes of interest were aligned to pre-defined HMM models and ambiguous regions were automatically trimmed according to an embedded mask . A maximum likelihood tree was then built from the concatenated alignments using PHYML .
For phylogenetic analysis of individual genes, protein sequences were searched against the NRAA database. Selected sequences were aligned against related Pfam profiles (where applicable); otherwise, alignments were built by MUSCLE . The alignments were trimmed automatically, and then phylogenetic trees were built by PHYML . APIS (Automated Phylogenomic Inference System) was used to build trees for a general phylogenetic survey of the T. roseum proteome (Badger et al, in preparation). APIS was implemented as a series of Ruby scripts; the homologs used by APIS for each phylogenetic tree were obtained by comparing each T. roseum protein against a curated database of proteins from complete genomes using WU-BLAST . The full-length sequences of these homologs were then retrieved from the database and aligned using MUSCLE , and bootstrapped neighbor-joining trees were produced using QuickTree . The inferred trees were then midpoint rooted prior to analysis.
Metabolic pathway analysis
ECFinder, a system of phylogenetic analysis that is similar to APIS, was employed for genome-wide pathway mapping. ECFinder uses the KEGG database that had been annotated with EC (Enzyme Commission) numbers . Tree-based EC numbers were assigned to the proteins automatically. When members of the query clade did not share the same EC number, the majority EC number was selected. KEGG metabolic pathways were built according to the EC number list obtained for the T. roseum genome . Each pathway was examined using the MetaCyc database as references . For pathways omitted from both KEGG and MetaCyc, reference protein sequences were extracted from Genbank, and related Pfam domains were identified . The presence or absence of pathways of interest was determined by BLAST searches of reference sequences and HMM searches of reference Pfam profiles against the T. roseum proteome.
T. roseum was cultured at 65°C and cells were harvested in stationary phase. To produce crude extracts for carotenoid analysis, the pigments were extracted from cell pellets by sonication in 7∶2 acetone∶methanol. Saponification was performed as described previously  or, alternatively, cells were suspended in KOH-saturated methanol and incubated overnight at 25°C. The saponified pigments were extracted into ethyl ether, washed, dried under nitrogen, and resuspended in methanol prior to further analysis. Reverse-phase HPLC analysis with compound detection by diode array spectrophotometry was performed as previously described .
CO consumption analysis
T. roseum cultures were grown in 120-ml crimp-capped serum bottles with butyl rubber stoppers containing 20 ml of full-strength T. roseum medium. The initial headspace was either air or air supplemented with CO to produce an initial CO concentration of about 5% (v/v) or about 20% (v/v). Cultures were grown in the dark on a shaking incubator at 65°C. Samples were collected at different time points for headspace gas analysis and cell counts. Cultures were removed from the incubator for approximately 20 minutes for each sampling. Total protein analysis was performed on the culture samples as a proxy for monitoring the growth stage of the cell cultures. Turbidity reached a plateau around 75 hours, signaling the onset of late exponential phase.
We used sequencing reads from the microbial mats from Mushroom Spring and Octopus Spring in the Yellowstone National Park for the metagenomic analysis . The metagenomic sequencing reads were searched against the T. roseum genome DNA sequences by BLAT , and an identity cutoff of a 92% over 300 bp was applied for the search. Chimeric clones were identified if one end of the read mapped to T. roseum, and the other end of the read has no genome match at a 70% identity cutoff over 100 bp.
Maximum likelihood tree of blue-copper protein representatives.
(1.05 MB TIF)
Presence of relatives of T. roseum in hot springs in Yellowstone National Park. A. “Density” of T. roseum-like organisms (as reflected in the fraction of the reads per sample) in metagenomic data from Mushroom Spring and Octopus Spring in Yellowstone National Park. B. The distribution of the T. roseum like reads along the chromosome and megaplasmid. Reads from different depths and samples are colored according to the scale bar colors defined in A.
(1.19 MB TIF)
We thank James Sakwa for helping coordinate initial analysis, Grace Pai and Shannon Smith for making libraries, Tamara Feldblyum and Terry Utterback for coordinating sequencing, Julia Enticknap for growing the biomass for the carotenoid analysis and the CO consumption experiments, and Elizabeth O'Connor for her contribution in the early stages of the genome project. We also thank the IT and bioinformatics staff at TIGR for creating computational tools for aiding in the sequencing and annotation of the genome.
Conceived and designed the experiments: DW DB FTR NW JAE. Performed the experiments: JEG AC LJT. Analyzed the data: DW JR MW SC QR JEG DB FTR AC JHB RM NW JAE. Wrote the paper: DW DB FTR NW JAE.
- 1. Fleischmann RD, Adams MD, White O, Clayton RA, Kirkness EF, et al. (1995) Whole-genome random sequencing and assembly of Haemophilus influenzae Rd. Science 269(5223): 496–512.RD FleischmannMD AdamsO. WhiteRA ClaytonEF Kirkness1995Whole-genome random sequencing and assembly of Haemophilus influenzae Rd.Science269(5223)496512
- 2. Eisen JA (2000) Assessing evolutionary relationships among microbes from whole-genome analysis. Curr Opin Microbiol 3(5): 475–80.JA Eisen2000Assessing evolutionary relationships among microbes from whole-genome analysis.Curr Opin Microbiol3(5)47580
- 3. Hugenholtz P (2002) Exploring prokaryotic diversity in the genomic era. Genome Biol 3(2): REVIEWS0003.P. Hugenholtz2002Exploring prokaryotic diversity in the genomic era.Genome Biol3(2)REVIEWS0003
- 4. Jackson TJ, Ramaley RF, Meinschein WG (1973) Thermomicrobium, a new genus of extremely thermophilic bacteria. International Journal of Systematic Bacteriology 23: 28–36.TJ JacksonRF RamaleyWG Meinschein1973Thermomicrobium, a new genus of extremely thermophilic bacteria.International Journal of Systematic Bacteriology232836
- 5. Pond JL, Langworthy TA, Holzer G (1986) Long-chain diols: a new class of membrane lipids from a thermophilic bacterium. Science 231: 1134–1136.JL PondTA LangworthyG. Holzer1986Long-chain diols: a new class of membrane lipids from a thermophilic bacterium.Science23111341136
- 6. Pond JL, Langworthy TA (1987) Effect of growth temperature on the long-chain diols and fatty acids of Thermomicrobium roseum. J Bacteriol 169: 1328–1330.JL PondTA Langworthy1987Effect of growth temperature on the long-chain diols and fatty acids of Thermomicrobium roseum.J Bacteriol16913281330
- 7. Merkel GJ, Durham Dr, Perry JJ (1980) The atypical cell wall composition of Thermomicrobium roseum. Can J Microbiol 26(4): 556–9.GJ MerkelDr DurhamJJ Perry1980The atypical cell wall composition of Thermomicrobium roseum.Can J Microbiol26(4)5569
- 8. Garrity GM, Holt JG (2001) The Archaea and the Deeply Branching and Phototrophic Bacteria. In: Boone DR, Castenholz RW, Garrity GM, editors. Bergey's Manual of Systematic Bacteriology, 2nd edition, vol. 1. New York: Springer. GM GarrityJG Holt2001The Archaea and the Deeply Branching and Phototrophic Bacteria.DR BooneRW CastenholzGM GarrityBergey's Manual of Systematic Bacteriology, 2nd edition, vol. 1New YorkSpringer 447 p
- 9. Hugenholtz P, Stackebrandt E (2004) Reclassification of Sphaerobacter thermophilus from the subclass Sphaerobacteridae in the phylum Actinobacteria to the class Thermomicrobia (emended description) in the phylum Chloroflexi (emended description). International Journal of Systematic and Evolutionary Microbiology 54: 2049–2051.P. HugenholtzE. Stackebrandt2004Reclassification of Sphaerobacter thermophilus from the subclass Sphaerobacteridae in the phylum Actinobacteria to the class Thermomicrobia (emended description) in the phylum Chloroflexi (emended description).International Journal of Systematic and Evolutionary Microbiology5420492051
- 10. Makarova KS, Grishin NV, Shabalina SA, Wolf YI, Koonin EV (2006) A putative RNA-interference-based immune system in prokaryotes: computational analysis of the predicted enzymatic machinery, functional analogies with eukaryotic RNAi, and hypothetical mechanisms of action”. Biol Direct 1: 7.KS MakarovaNV GrishinSA ShabalinaYI WolfEV Koonin2006A putative RNA-interference-based immune system in prokaryotes: computational analysis of the predicted enzymatic machinery, functional analogies with eukaryotic RNAi, and hypothetical mechanisms of action”.Biol Direct17
- 11. Barrangou R, Fremaux C, Deveau H, Richards M, Boyaval P, et al. (2007) CRISPR provides acquired resistance against viruses in prokaryotes. Science 315 (5819): 1709.R. BarrangouC. FremauxH. DeveauM. RichardsP. Boyaval2007CRISPR provides acquired resistance against viruses in prokaryotes.Science315 (5819)1709
- 12. Badger JH, Eisen JA, Ward NL (2005) Genomic analysis of Hyphomonas neptunium contradicts 16S rRNA gene-based phylogenetic analysis: implications for the taxonomy of the orders Rhodobacterales and Caulobacterales. Int J Syst Evol Microbiol 55(Pt 3): 1021–6.JH BadgerJA EisenNL Ward2005Genomic analysis of Hyphomonas neptunium contradicts 16S rRNA gene-based phylogenetic analysis: implications for the taxonomy of the orders Rhodobacterales and Caulobacterales.Int J Syst Evol Microbiol55(Pt 3)10216
- 13. Wu M, Ren Q, Durkin AS, Daugherty SC, Brinkac LM, et al. (2005) Life in hot carbon monoxide: the complete genome sequence of Carboxydothermus hydrogenoformans Z-2901. PLoS Genetics 1(5): e65.M. WuQ. RenAS DurkinSC DaughertyLM Brinkac2005Life in hot carbon monoxide: the complete genome sequence of Carboxydothermus hydrogenoformans Z-2901.PLoS Genetics1(5)e65
- 14. Dracheva S, Williams JC, Van Driessche G, Van Beeumen JJ, Blankenship RE (1991) The primary structure of cytochrome c-554 from the green photosynthetic bacterium Chloroflexus aurantiacus. Biochemistry 30(48): 11451–8.S. DrachevaJC WilliamsG. Van DriesscheJJ Van BeeumenRE Blankenship1991The primary structure of cytochrome c-554 from the green photosynthetic bacterium Chloroflexus aurantiacus.Biochemistry30(48)114518
- 15. Xiong J, Fischer WM, Inoue K, Nakahara M, Bauer CE (2000) Molecular evidence for the early evolution of photosynthesis. Science 289(5485): 1724–30.J. XiongWM FischerK. InoueM. NakaharaCE Bauer2000Molecular evidence for the early evolution of photosynthesis.Science289(5485)172430
- 16. Bryant DA, Frigaard NU (2006) Prokaryotic photosynthesis and phototrophy illuminated. Trends Microbiol 14(11): 488–96.DA BryantNU Frigaard2006Prokaryotic photosynthesis and phototrophy illuminated.Trends Microbiol14(11)48896
- 17. Bryant DA, Costas AM, Maresca JA, Chew AG, Klatt CG, et al. (2007) Candidatus Chloracidobacterium thermophilum: an aerobic phototrophic Acidobacterium. Science 317(5837): 523–6.DA BryantAM CostasJA MarescaAG ChewCG Klatt2007Candidatus Chloracidobacterium thermophilum: an aerobic phototrophic Acidobacterium.Science317(5837)5236
- 18. Blankenship RE (1992) Origin and early evolution of photosynthesis. Photosyn Res 33: 91–111.RE Blankenship1992Origin and early evolution of photosynthesis.Photosyn Res3391111
- 19. McManus JD, Brune DC, Han J, Sanders-Loehr J, Meyer TE, et al. (1992) Isolation, characterization, and amino acid sequences of auracyanins, blue copper proteins from the green photosynthetic bacterium Chloroflexus aurantiacus. J Biol Chem 267(10): 6531–40.JD McManusDC BruneJ. HanJ. Sanders-LoehrTE Meyer1992Isolation, characterization, and amino acid sequences of auracyanins, blue copper proteins from the green photosynthetic bacterium Chloroflexus aurantiacus.J Biol Chem267(10)653140
- 20. Wood HG (1989) Past and present of CO2 utilization. In: Schlegel HG, Bowien B, editors. Autotrophic bacteria. Madison: Science Tech Publishers. pp. 33–52.HG Wood1989Past and present of CO2 utilization.HG SchlegelB. BowienAutotrophic bacteriaMadisonScience Tech Publishers3352
- 21. Bassham J, Benson A, Calvin M (1950) The path of carbon in photosynthesis. J Biol Chem 185 (2): 781–7.J. BasshamA. BensonM. Calvin1950The path of carbon in photosynthesis.J Biol Chem185 (2)7817
- 22. Strauss G, Fuchs G (1993) Enzymes of a novel autotrophic CO2 fixation pathway in the phototrophic bacterium Chloroflexus aurantiacus, the 3-hydroxypropionate cycle. Eur J Biochem 215(3): 633–43.G. StraussG. Fuchs1993Enzymes of a novel autotrophic CO2 fixation pathway in the phototrophic bacterium Chloroflexus aurantiacus, the 3-hydroxypropionate cycle.Eur J Biochem215(3)63343
- 23. Jürgens UJ, Meißner , Fischer JU, König WA, Weckesser J (1987) Orinithine as a constituent of the peptidoglycan of Chloroflexus aurantiacus, diaminopimelic acid in that of Chlorobium vibrioforme f. thiosulfatophilum. Archives of Microbiology 148(1): 72–76.UJ JürgensMeißnerJU FischerWA KönigJ. Weckesser1987Orinithine as a constituent of the peptidoglycan of Chloroflexus aurantiacus, diaminopimelic acid in that of Chlorobium vibrioforme f. thiosulfatophilum.Archives of Microbiology148(1)7276
- 24. Tsuchiya T, Takaichi S, Misawa N, Maoka T, Miyashita H, Mimuro M (2005) The cyanobacterium Gloeobacter violaceus PCC 7421 uses bacterial-type phytoene desaturase in carotenoid biosynthesis. FEBS Lett 579(10): 2125–9.T. TsuchiyaS. TakaichiN. MisawaT. MaokaH. MiyashitaM. Mimuro2005The cyanobacterium Gloeobacter violaceus PCC 7421 uses bacterial-type phytoene desaturase in carotenoid biosynthesis.FEBS Lett579(10)21259
- 25. Lutnaes B, Oren A, Liaaen-Jensen S (2002) New C40-carotenoid acyl glycoside as principal carotenoid in Salinibacter ruber; an extremely halophilic eubacterium. J Nat Prod 65: 1340–1343.B. LutnaesA. OrenS. Liaaen-Jensen2002New C40-carotenoid acyl glycoside as principal carotenoid in Salinibacter ruber; an extremely halophilic eubacterium.J Nat Prod6513401343
- 26. Graham JE (2008) Carotenoid biosynthesis in Synechococcus sp. PCC 7002: Identification of genes, enzymes and carotenoids. JE Graham2008Carotenoid biosynthesis in Synechococcus sp. PCC 7002: Identification of genes, enzymes and carotenoids.Ph.D. thesis. Pennsylvania State University, University Park, PA. Ph.D. thesis. Pennsylvania State University, University Park, PA.
- 27. Maresca JA, Bryant DA (2006) Two genes encoding new carotenoid-modifying enzymes in the green sulfur bacterium Chlorobium tepidum. J Bacteriol 188(17): 6217–23.JA MarescaDA Bryant2006Two genes encoding new carotenoid-modifying enzymes in the green sulfur bacterium Chlorobium tepidum.J Bacteriol188(17)621723
- 28. Mongodin E, Nelson KE, Daugherty S, DeBoy RT, Wister J, et al. (2005) The genome of Salinibacter ruber: convergence and gene exchange among hyperhalophilic bacteria and archea. Proc Natl Acad Sci USA 102: 18147–18152.E. MongodinKE NelsonS. DaughertyRT DeBoyJ. Wister2005The genome of Salinibacter ruber: convergence and gene exchange among hyperhalophilic bacteria and archea.Proc Natl Acad Sci USA1021814718152
- 29. Maresca JA, Graham JE, Wu M, Eisen JA, Bryant DA (2007) Identification of a fourth family of lycopene cyclases in photosynthetic bacteria. Proc Natl Acad Sci USA 104(28): 11784–9.JA MarescaJE GrahamM. WuJA EisenDA Bryant2007Identification of a fourth family of lycopene cyclases in photosynthetic bacteria.Proc Natl Acad Sci USA104(28)117849
- 30. Krinsky NI (1989) Antioxidant functions of carotenoids. Free Radic Biol Med 7(6): 617–35.NI Krinsky1989Antioxidant functions of carotenoids.Free Radic Biol Med7(6)61735
- 31. Di Mascio P, Murphy ME, Sies H (1991) Antioxidant defense systems: the role of carotenoids, tocopherols, and thiols. Am J Clin Nutr 53: 194S–200S.P. Di MascioME MurphyH. Sies1991Antioxidant defense systems: the role of carotenoids, tocopherols, and thiols.Am J Clin Nutr53194S200S
- 32. Gruszecki WI, Strzalka K (2005) Carotenoids as modulators of lipid membrane physical properties. Biochim Biophys Acta 1740(2): 108–15.WI GruszeckiK. Strzalka2005Carotenoids as modulators of lipid membrane physical properties.Biochim Biophys Acta1740(2)10815
- 33. Wisniewska A, Widomska J, Subczynski WK (2006) Carotenoid-membrane interactions in liposomes: effect of dipolar, monopolar, and nonpolar carotenoids. Acta Biochim Pol 53(3): 475–84.A. WisniewskaJ. WidomskaWK Subczynski2006Carotenoid-membrane interactions in liposomes: effect of dipolar, monopolar, and nonpolar carotenoids.Acta Biochim Pol53(3)47584
- 34. Macdonald H, Cole J (1985) Molecular cloning and functional analysis of the cysG and nirB genes of Escherichia coli K12, two closely-linked genes required for NADH-dependent nitrite reductase activity. Mol Gen Genet 200(2): 328–34.H. MacdonaldJ. Cole1985Molecular cloning and functional analysis of the cysG and nirB genes of Escherichia coli K12, two closely-linked genes required for NADH-dependent nitrite reductase activity.Mol Gen Genet200(2)32834
- 35. Hussain H, Grove J, Griffiths L, Busby S, Cole J (1994) A seven-gene operon essential for formate-dependent nitrite reduction to ammonia by enteric bacteria. Molecular Microbiology 12 (1): 153–163.H. HussainJ. GroveL. GriffithsS. BusbyJ. Cole1994A seven-gene operon essential for formate-dependent nitrite reduction to ammonia by enteric bacteria.Molecular Microbiology12 (1)153163
- 36. Ren Q, Paulsen IT (2005) Comparative analyses of fundamental differences in membrane transport capabilities in prokaryotes and eukaryotes. PLoS Computational Biology 1(3): e27.Q. RenIT Paulsen2005Comparative analyses of fundamental differences in membrane transport capabilities in prokaryotes and eukaryotes.PLoS Computational Biology1(3)e27
- 37. Hamamoto T, Hashimoto M, Hino M, Kitada M, Seto Y, et al. (1994) Characterization of a gene responsible for the Na+/H+ antiporter system of alkalophilic Bacillus species strain C-125. Mol Microbiol 14(5): 939–46.T. HamamotoM. HashimotoM. HinoM. KitadaY. Seto1994Characterization of a gene responsible for the Na+/H+ antiporter system of alkalophilic Bacillus species strain C-125.Mol Microbiol14(5)93946
- 38. Swartz TH, Ikewada S, Ishikawa O, Ito M, Krulwich TA (2005) The Mrp system: a giant among monovalent cation/proton antiporters? Extremophiles 9(5): 345–54.TH SwartzS. IkewadaO. IshikawaM. ItoTA Krulwich2005The Mrp system: a giant among monovalent cation/proton antiporters?Extremophiles9(5)34554
- 39. King GM, Weber CF (2007) Distribution, diversity and ecology of aerobic CO-oxidizing bacteria. Nat Rev Microbiol 5(2): 107–18.GM KingCF Weber2007Distribution, diversity and ecology of aerobic CO-oxidizing bacteria.Nat Rev Microbiol5(2)10718
- 40. Knoll AH (2003) The geological consequences of evolution. Geobiology 1: 3–14.AH Knoll2003The geological consequences of evolution.Geobiology1314
- 41. Santiago B, Meyer O (1997) Purification and molecular characterization of the H2 uptake membrane-bound NiFe-hydrogenase from the carboxidotrophic bacterium Oligotropha carboxidovorans. J Bacteriol 179(19): 6053–60.B. SantiagoO. Meyer1997Purification and molecular characterization of the H2 uptake membrane-bound NiFe-hydrogenase from the carboxidotrophic bacterium Oligotropha carboxidovorans.J Bacteriol179(19)605360
- 42. Ragsdale SW (1991) Enzymology of the acetyl-CoA pathway of CO2 fixation. Crit Rev Biochem Mol Biol 26 (3–4): 261–300.SW Ragsdale1991Enzymology of the acetyl-CoA pathway of CO2 fixation.Crit Rev Biochem Mol Biol26 (3–4)261300
- 43. Atomi H (2002) Microbial enzymes involved in carbon dioxide fixation. J Biosci Bioeng 94(6): 497–505.H. Atomi2002Microbial enzymes involved in carbon dioxide fixation.J Biosci Bioeng94(6)497505
- 44. Kunst F, Ogasawara N, Moszer I, Albertini AM, Alloni G, et al. (1997) The complete genome sequence of the gram-positive bacterium Bacillus subtilis. Nature 390(6657): 249–56.F. KunstN. OgasawaraI. MoszerAM AlbertiniG. Alloni1997The complete genome sequence of the gram-positive bacterium Bacillus subtilis.Nature390(6657)24956
- 45. Hanson TE, Tabita FR (2001) A ribulose-1,5-bisphosphate carboxylase/oxygenase (RubisCO)-like protein from Chlorobium tepidum that is involved with sulfur metabolism and the response to oxidative stress. Proc Natl Acad Sci USA 98(8): 4397–402.TE HansonFR Tabita2001A ribulose-1,5-bisphosphate carboxylase/oxygenase (RubisCO)-like protein from Chlorobium tepidum that is involved with sulfur metabolism and the response to oxidative stress.Proc Natl Acad Sci USA98(8)4397402
- 46. Eisen JA, Nelson KE, Paulsen IT, Heidelberg JF, Wu M, et al. (2002) The complete genome sequence of Chlorobium tepidum TLS, a photosynthetic, anaerobic, green-sulfubacterium. Proc Natl Acad Sci USA 99(14): 9509–14.JA EisenKE NelsonIT PaulsenJF HeidelbergM. Wu2002The complete genome sequence of Chlorobium tepidum TLS, a photosynthetic, anaerobic, green-sulfubacterium.Proc Natl Acad Sci USA99(14)950914
- 47. Klenk HP, Clayton RA, Tomb JF, White O, Nelson KE, et al. (1997) The complete genome sequence of the hyperthermophilic, sulphate-reducing archaeon Archaeoglobus fulgidus. Nature 390(6658): 364–70.HP KlenkRA ClaytonJF TombO. WhiteKE Nelson1997The complete genome sequence of the hyperthermophilic, sulphate-reducing archaeon Archaeoglobus fulgidus.Nature390(6658)36470
- 48. Tabita FR, Hanson TE, Li H, Satagopan S, Singh J, et al. (2007) Function, structure, and evolution of the RubisCO-like proteins and their RubisCO homologs. Microbiol Mol Biol Rev 71(4): 576–99.FR TabitaTE HansonH. LiS. SatagopanJ. Singh2007Function, structure, and evolution of the RubisCO-like proteins and their RubisCO homologs.Microbiol Mol Biol Rev71(4)57699
- 49. Sekowska A, Danchin A (2002) The methionine salvage pathway in Bacillus subtilis. BMC Microbiol 2: 8.A. SekowskaA. Danchin2002The methionine salvage pathway in Bacillus subtilis.BMC Microbiol28
- 50. Ashida H, Saito Y, Kojima C, Kobayashi K, Ogasawara N, et al. (2003) A functional link between RuBisCO-like protein of Bacillus and photosynthetic RuBisCO. Science 302(5643): 286–90.H. AshidaY. SaitoC. KojimaK. KobayashiN. Ogasawara2003A functional link between RuBisCO-like protein of Bacillus and photosynthetic RuBisCO.Science302(5643)28690
- 51. Ulrich LE, Koonin EV, Zhulin IB (2005) One-component systems dominate signal transduction in prokaryotes. Trends Microbiol 13(2): 52–6.LE UlrichEV KooninIB Zhulin2005One-component systems dominate signal transduction in prokaryotes.Trends Microbiol13(2)526
- 52. Falke JJ, Bass RB, Butler SL, Chervitz SA, Danielson MA (1997) The two-component signaling pathway of bacterial chemotaxis: a molecular view of signal transduction by receptors, kinases, and adaptation enzymes. Annu Rev Cell Dev Biol 13: 457–512.JJ FalkeRB BassSL ButlerSA ChervitzMA Danielson1997The two-component signaling pathway of bacterial chemotaxis: a molecular view of signal transduction by receptors, kinases, and adaptation enzymes.Annu Rev Cell Dev Biol13457512
- 53. Berg HC (2003) The rotary motor of bacterial flagella. Annu Rev Biochem 72: 19–54.HC Berg2003The rotary motor of bacterial flagella.Annu Rev Biochem721954
- 54. Charon NW, Goldstein SF (2002) Genetics of motility and chemotaxis of a fascinating group of bacteria: the spirochetes. Annu Rev Genet 36: 47–73.NW CharonSF Goldstein2002Genetics of motility and chemotaxis of a fascinating group of bacteria: the spirochetes.Annu Rev Genet364773
- 55. Liu R, Ochman H (2007) Stepwise formation of the bacterial flagellar system. Proc Natl Acad Sci USA 104(17): 7116–7121.R. LiuH. Ochman2007Stepwise formation of the bacterial flagellar system.Proc Natl Acad Sci USA104(17)71167121
- 56. Ruiz N, Kahne D, Silhavy TJ (2006) Advances in understanding bacterial outer-membrane biogenesis. Nat Rev Microbiol 4(1): 57–66.N. RuizD. KahneTJ Silhavy2006Advances in understanding bacterial outer-membrane biogenesis.Nat Rev Microbiol4(1)5766
- 57. Markowitz VM, Korzeniewski F, Palaniappan K, Szeto E, Werner G, et al. (2006) The integrated microbial genomes (IMG) system. Nucleic Acids Res 34 (Database issue): D344–8.VM MarkowitzF. KorzeniewskiK. PalaniappanE. SzetoG. Werner2006The integrated microbial genomes (IMG) system.Nucleic Acids Res34 (Database issue)D3448
- 58. McBride MJ (2001) Bacterial gliding motility: multiple mechanisms for cell movement over surfaces. Annu Rev Microbiol 55: 49–75.MJ McBride2001Bacterial gliding motility: multiple mechanisms for cell movement over surfaces.Annu Rev Microbiol554975
- 59. Seshadri R, Adrian L, Fouts DE, Eisen JA, Phillippy AM, et al. (2005) Genome sequence of the PCE-dechlorinating bacterium Dehalococcoides ethenogenes. Science 307(5706): 105–8.R. SeshadriL. AdrianDE FoutsJA EisenAM Phillippy2005Genome sequence of the PCE-dechlorinating bacterium Dehalococcoides ethenogenes.Science307(5706)1058
- 60. Bhaya D, Grossman AR, Steunou AS, Khuri N, Cohan FM, et al. (2007) Population level functional diversity in a microbial community revealed by comparative genomic and metagenomic analyses. ISME J 1(8): 703–13.D. BhayaAR GrossmanAS SteunouN. KhuriFM Cohan2007Population level functional diversity in a microbial community revealed by comparative genomic and metagenomic analyses.ISME J1(8)70313
- 61. Ward DM, Ferris MJ, Nold SC, Bateson MM (1998) A natural view of microbial biodiversity within hot spring cyanobacterial mat communities. Microbiol Mol Biol Rev 62(4): 1353–70.DM WardMJ FerrisSC NoldMM Bateson1998A natural view of microbial biodiversity within hot spring cyanobacterial mat communities.Microbiol Mol Biol Rev62(4)135370
- 62. Wu D, Daugherty SC, Van Aken SE, Pai GH, Watkins KL, et al. (2006) Metabolic complementarity and genomics of the dual bacterial symbiosis of sharpshooters. PloS Biol 4: e188.D. WuSC DaughertySE Van AkenGH PaiKL Watkins2006Metabolic complementarity and genomics of the dual bacterial symbiosis of sharpshooters.PloS Biol4e188
- 63. Lobry JR (1996) Origin of replication of Mycoplasma genitalium. Science 272(5262): 745–6.JR Lobry1996Origin of replication of Mycoplasma genitalium.Science272(5262)7456
- 64. Salzberg SL, Hotopp JC, Delcher AL, Pop M, Smith DR, et al. (2005) Serendipitous discovery of Wolbachia genomes in multiple Drosophila species. Genome Biol 6(3): R23.SL SalzbergJC HotoppAL DelcherM. PopDR Smith2005Serendipitous discovery of Wolbachia genomes in multiple Drosophila species.Genome Biol6(3)R23
- 65. Chatterji S, Yamazaki I, Bai Z, Eisen JA (2008) CompostBin: A DNA composition-based algorithm for binning environmental shotgun reads. pp. 17–28.S. ChatterjiI. YamazakiZ. BaiJA Eisen2008CompostBin: A DNA composition-based algorithm for binning environmental shotgun reads.1728Proceedings of the Twelfth Annual International Conference on Computational Molecular Biology. Proceedings of the Twelfth Annual International Conference on Computational Molecular Biology.
- 66. Guindon S, Gascuel O (2003) A simple, fast, and accurate algorithm to estimate large phylogenies by maximum likelihood. Syst Biol 52(5): 696–704.S. GuindonO. Gascuel2003A simple, fast, and accurate algorithm to estimate large phylogenies by maximum likelihood.Syst Biol52(5)696704
- 67. Edgar RC (2004) MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Research 32(5): 1792–97.RC Edgar2004MUSCLE: multiple sequence alignment with high accuracy and high throughput.Nucleic Acids Research32(5)179297
- 68. Gish W (2004) WU-BLAST. Distributed by the author. W. Gish2004WU-BLAST. Distributed by the author.Available: http://blast.wustl.edu. Available: http://blast.wustl.edu.
- 69. Howe K, Bateman A, Durbin R (2002) QuickTree: building huge neighbour-joining trees of protein sequences. Bioinformatics 18: 1546–1547.K. HoweA. BatemanR. Durbin2002QuickTree: building huge neighbour-joining trees of protein sequences.Bioinformatics1815461547
- 70. Kanehisa M, Goto S, Hattori M, Aoki-Kinoshita KF, Itoh M, et al. (2006) From genomics to chemical genomics: new developments in KEGG. Nucleic Acids Res 34: D354–357.M. KanehisaS. GotoM. HattoriKF Aoki-KinoshitaM. Itoh2006From genomics to chemical genomics: new developments in KEGG.Nucleic Acids Res34D354357
- 71. Caspi R, Foerster H, Fulcher CA, Hopkinson R, Ingraham J, et al. (2006) MetaCyc: A multiorganism database of metabolic pathways and enzymes. Nucleic Acids Res 34: D511–D516.R. CaspiH. FoersterCA FulcherR. HopkinsonJ. Ingraham2006MetaCyc: A multiorganism database of metabolic pathways and enzymes.Nucleic Acids Res34D511D516
- 72. Bateman A, Coin L, Durbin R, Finn RD, Hollich V, et al. (2004) The Pfam protein families database. Nucleic Acids Res 32: D138–D141.A. BatemanL. CoinR. DurbinRD FinnV. Hollich2004The Pfam protein families database.Nucleic Acids Res32D138D141
- 73. Eugester C (1995) Chemical derivitization: microscale tests for the prescence of common functional groups in carotenoids. In: Britton G, Liaan-Jensen S, Pfander H, editors. Carotenoids: Volume 1A: Isolation and Analysis. Basel: Birkhaueser Verlag. pp. 71–80.C. Eugester1995Chemical derivitization: microscale tests for the prescence of common functional groups in carotenoids.G. BrittonS. Liaan-JensenH. PfanderCarotenoids: Volume 1A: Isolation and AnalysisBaselBirkhaueser Verlag7180
- 74. Kent WJ (2002) BLAT–the BLAST-like alignment tool. Genome Res 12(4): 656–64.WJ Kent2002BLAT–the BLAST-like alignment tool.Genome Res12(4)65664