Original Research ARTICLE
Metabolism and Occurrence of Methanogenic and Sulfate-Reducing Syntrophic Acetate Oxidizing Communities in Haloalkaline Environments
- 1Laboratory of Microbiology, Wageningen University & Research, Wageningen, Netherlands
- 2European Centre of Excellence for Sustainable Water Technology, Wetsus, Leeuwarden, Netherlands
- 3Microbial Systems Ecology, Department of Freshwater and Marine Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, Netherlands
- 4Department of Biotechnology, Delft University of Technology, Delft, Netherlands
- 5Department of Marine Microbiology and Biogeochemistry, NIOZ Netherlands Institute for Sea Research, Utrecht University, Utrecht, Netherlands
- 6Department of Earth Sciences, Faculty of Geosciences, Utrecht University, Utrecht, Netherlands
- 7Centre of Biological Engineering, University of Minho, Braga, Portugal
- 8Winogradsky Institute of Microbiology, Research Centre of Biotechnology, Russian Academy of Sciences, Moscow, Russia
Anaerobic syntrophic acetate oxidation (SAO) is a thermodynamically unfavorable process involving a syntrophic acetate oxidizing bacterium (SAOB) that forms interspecies electron carriers (IECs). These IECs are consumed by syntrophic partners, typically hydrogenotrophic methanogenic archaea or sulfate reducing bacteria. In this work, the metabolism and occurrence of SAOB at extremely haloalkaline conditions were investigated, using highly enriched methanogenic (M-SAO) and sulfate-reducing (S-SAO) cultures from south-western Siberian hypersaline soda lakes. Activity tests with the M-SAO and S-SAO cultures and thermodynamic calculations indicated that H2 and formate are important IECs in both SAO cultures. Metagenomic analysis of the M-SAO cultures showed that the dominant SAOB was ‘Candidatus Syntrophonatronum acetioxidans,’ and a near-complete draft genome of this SAOB was reconstructed. ‘Ca. S. acetioxidans’ has all genes necessary for operating the Wood–Ljungdahl pathway, which is likely employed for acetate oxidation. It also encodes several genes essential to thrive at haloalkaline conditions; including a Na+-dependent ATP synthase and marker genes for ‘salt-out‘ strategies for osmotic homeostasis at high soda conditions. Membrane lipid analysis of the M-SAO culture showed the presence of unusual bacterial diether membrane lipids which are presumably beneficial at extreme haloalkaline conditions. To determine the importance of SAO in haloalkaline environments, previously obtained 16S rRNA gene sequencing data and metagenomic data of five different hypersaline soda lake sediment samples were investigated, including the soda lakes where the enrichment cultures originated from. The draft genome of ‘Ca. S. acetioxidans’ showed highest identity with two metagenome-assembled genomes (MAGs) of putative SAOBs that belonged to the highly abundant and diverse Syntrophomonadaceae family present in the soda lake sediments. The 16S rRNA gene amplicon datasets of the soda lake sediments showed a high similarity of reads to ‘Ca. S. acetioxidans’ with abundance as high as 1.3% of all reads, whereas aceticlastic methanogens and acetate oxidizing sulfate-reducers were not abundant (≤0.1%) or could not be detected. These combined results indicate that SAO is the primary anaerobic acetate oxidizing pathway at extreme haloalkaline conditions performed by haloalkaliphilic syntrophic consortia.
Syntrophic acetate oxidation (SAO) is an anaerobic process where two microorganisms are responsible for the degradation of acetate. In this process, syntrophic acetate oxidizing bacteria (SAOB) oxidize acetate and produce H2 and CO2 or formate. Hydrogen and formate can serve as interspecies electron carriers (IECs) that are utilized by syntrophic partners, which in most cases are hydrogenotrophic methanogens or sulfate-reducing bacteria (SRB). Only a few bacterial species able to perform SAO have been described, such as “strain AOR” (Lee and Zinder, 1988), Clostridium ultunense (Schnürer et al., 1996), Thermoacetogenium phaeum (Hattori et al., 2005), Tepidanaerobacter acetatoxydans (Westerholm et al., 2011), Pseudothermotoga lettingae (Balk et al., 2002) and Syntrophaceticus schinkii (Westerholm et al., 2010). Acetate is an important intermediate in the anaerobic degradation of organic matter and up to 80% of produced methane can derive from acetate (Mountfort and Asher, 1978; Lovley and Klug, 1982). In highly reduced environments, acetate is degraded by aceticlastic methanogens or by sulfate-reducing bacteria (SRB). However, aceticlastic methanogenesis is inhibited at extreme conditions, such as high ammonia, high fatty acid concentrations and high temperatures and as a result, SAO becomes the dominant acetate utilizing process (Shigematsu et al., 2004; Karakashev et al., 2006; Nozhevnikova et al., 2007; Noll et al., 2010; Westerholm et al., 2012). Methanogenic digesters of protein rich organic matter exhibit high concentrations of ammonium, which strongly inhibits aceticlastic methanogenesis (Sprott and Patel, 1986; Steinhaus et al., 2007; Manzoor et al., 2016) and results in SAO to become the dominant acetate degradation pathway (Schnürer et al., 1994, 1999; Schnürer and Nordberg, 2008; Westerholm et al., 2012; Jiang et al., 2018). SAO has also been reported to be an important anaerobic process at high temperature (55°C) oil fields (Mayumi et al., 2011, 2013; Dolfing, 2014) and acetate utilization shifted from aceticlastic methanogenesis to SAO at higher temperatures in rice paddy field soils (Rui et al., 2011).
Extreme conditions also exist in hypersaline soda lakes, which are a specific type of salt lakes characterized by double extremes; high pH (9.5–11) and sodium carbonate/bicarbonate concentrations up to saturation (0.5–4 M Na+) (Sorokin et al., 2014b). Recently, SAO communities have been enriched from hypersaline soda lakes and the dominant SAOB, ‘Candidatus Syntrophonatronum acetioxidans,’ represents a novel genus within the family Syntrophomonadaceae (Sorokin et al., 2014a, 2015a, 2016). The SAO pathways used by these first haloalkaliphilic enrichment cultures, the mechanisms of energy conservation, and the IEC that is transferred between the partner organisms are, however, unknown. In this study, we investigated the occurrence and metabolism of SAO using these enrichment cultures of ‘Ca. S. acetioxidans’ with either the hydrogenotrophic methanogenic partner Methanocalculus natronophilus strain AMF5 (M-SAO) (Sorokin et al., 2015a, 2016) or the sulfate-reducing partner Desulfonatronovibrio magnus (S-SAO) (Sorokin et al., 2011). Acetate oxidation, IEC formation, and rates of methane or sulfide formation, respectively, were monitored in the presence and absence of inhibitors of methanogenesis or sulfate-reduction and in presence of possible IECs (i.e., formate or H2). A draft genome of the SAOB ‘Ca. S. acetioxidans’ was obtained from the metagenome of the M-SAO enrichment culture to identify the genes putatively involved in acetate-oxidizing pathways and the adaptation mechanisms to haloalkaliphilic conditions. The composition of membrane lipids was investigated for possible adaptations to these conditions. The occurrence and ecology of SAOBs and aceticlastic methanogens and acetate-degrading sulfate reducers was investigated using 16S rRNA gene amplicon and metagenome sequencing datasets from five different soda lake sediment samples of south-western Siberia that were published recently (Vavourakis et al., 2018). The sediment of one of these lakes, Bitter-1, was also the inoculum of the studied SAO enrichment cultures. These results provide more insights into the importance of SAO in these extreme environments.
Materials and Methods
The enrichment cultures used were described previously and consist of ‘Ca. S. acetioxidans’ (Sorokin et al., 2014a) together with the haloalkaliphilic hydrogenotrophic methanogen Methanocalculus natronophilus strain AMF5 (M-SAO) (Sorokin et al., 2015a, 2016) or the hydrogenotrophic sulfate-reducer Desulfonatronovibrio magnus (S-SAO) (Sorokin et al., 2011). All cultures derived from Bitter-1 soda lake sediment (south-western Siberia).
Media and Cultivation
The sodium carbonate-bicarbonate alkaline media (1 M Na+ and pH 9.5) used in these experiments was made as described previously (Sorokin et al., 2014a). SAO enrichment cultures and pure cultures of hydrogenotrophic partners were pre-grown in media with either 60 mM acetate or 80 mM formate and 2 mM acetate (all sodium salts), respectively. For methanogenic SAO and pure cultures, 0.1 mM coenzyme M was supplemented. For sulfate-reducing SAO or pure cultures, 20 mM sodium sulfate was added as electron acceptor. All incubations were done at 30°C, as described previously (Sorokin et al., 2014a).
When pre-grown methanogenic SAO cultures had consumed around 30 mM acetate, the gas phase of the cultures was exchanged with 100% (v/v) N2. Afterwards, 30 ml of pre-grown cultures was added to autoclaved, crimp-capped, 100% (v/v) N2-containing 50 ml serum vials using a nitrogen-flushed syringe. Incubations were done in triplicate with either (1) 45 mM acetate – static incubation, (2) 45 mM acetate – shaking at 130 rpm, (3) 45 mM acetate with 100% (v/v) H2, (4) 45 mM acetate and 7 mM or 80 mM formate, (5) 45 mM acetate and 10 mM bromoethanesulfonate (BES).
When pre-grown sulfate-reducing SAO cultures had consumed around 20 mM acetate, the cells were collected by centrifugation (1 h at 4000 × g) and resuspended in fresh media followed by gas exchanging with 100% (v/v) N2 to remove produced sulfide. Afterwards, 30 ml of pre-grown culture was added to autoclaved, crimp-capped, 100% (v/v) N2-containing 50 ml serum vials using a nitrogen-flushed syringe. Incubations were done in triplicate with either (1) acetate and sulfate – static incubation, (2) acetate and sulfate – shaking, (3) acetate and sulfate with 100% (v/v) H2, (4) acetate, sulfate and 80 mM formate, and (5) acetate and 5 mM molybdate (). Acetate was added after 65 h of incubation to a total concentration of around 25 mM (the concentration of acetate was 5 mM before additional acetate supplementation). Acetate was amended later after it was confirmed that the cultures were still active after washing. There was less acetate amended than to the methanogenic cultures to prevent overproduction of sulfide that is both inhibitory for the cultures and more difficult to measure at high concentrations.
All cultures were incubated statically at 30°C, except for condition 2 that was shaken at 130 rpm. For all cultures, H2, organic acids (mainly formate and acetate), sulfate and sulfide were monitored during incubation. Methanogenic cultures were incubated for a total of 286 h while sulfate-reducing cultures were incubated for 584 h.
Additionally, the production of formate from H2 and vice versa during growth of the syntrophic partners in pure culture was investigated. For this work, pure cultures of Methanocalculus natronophilus strain AMF5 and Desulfonatronovibrio magnus were pre-grown with 100% (v/v) H2. After full growth, cultures were gas exchanged with 100% (v/v) N2 and 10% (v/v) of the cultures was transferred to new media with either 100% (v/v) H2 or 100 mM formate. Growth of these pure cultures was monitored by measuring optical density at 600 nm and H2, formate and methane or sulfide formation over time.
Headspace gas samples (0.2 ml) from the incubations were taken at 20°C using a sterile N2-flushed syringe and analyzed using a Compact GC (Global Analyser Solutions, Breda, Netherlands) equipped with a Carboxen 1010 pre-column, followed by two lines: a Molsieve 5A column (pressure: 200 kPa, split flow: 20 ml min-1, oven temperature: 80°C) and a RT-Q-bond column (pressure: 150 kPa, split flow: 10 ml min-1) with a PDD detector at 110°C. For samples with H2 and methane concentrations above 1%, measurements were done on another Compact GC 12 4.0 (Global Analyser Solutions, Breda, Netherlands) with a Molsieve 5A column (operated at 100°C) coupled to a Carboxen 1010 pre-column and a Rt-Q-BOND column (operated at 80°C) with a thermal conductivity detector. Quantification of CH4 and H2 was done using standards with known concentration.
Liquid samples were taken using a sterile N2 flushed syringe and needle and were centrifuged for 10 min at 14000 g at 4°C and stored at -20°C until further processing. Samples were again centrifuged for 10 min at 14000 g at 4°C and organic acids in the supernatant were analyzed using a Dionex Ultimate 3000RS (Thermo Fisher Scientific, Sunnyvale, CA, United States) equipped with a Phenomenex Rezex Organic Acid H+ column (300 mm × 7.8 mm) (Phenomenex, Torrance, CA, United States). The system was operated at a column temperature of 80°C and a flowrate of 0.5 mL min-1. Eluent consisted of 2.5 mM sulfuric acid. Detection was done using a UV detector at 210 nm.
For sulfide analysis, liquid samples were directly fixed 1:1 in zinc acetate (5% w/v). Samples were vortexed thoroughly and further diluted when necessary in MQ water. Sulfide measurements were done as described previously (Timmers et al., 2015).
The Gibbs free energy changes of the different redox reactions that sustain microbial growth in the enrichment culture incubations were calculated. Gibbs free energy changes under standard conditions were calculated according to the tabulated Gibbs free energy of formation values (Thauer et al., 1977). Actual Gibbs free energy changes were calculated from the in situ concentrations of the reactants in the different incubations. To account for the elevated sodium bicarbonate/carbonate concentration in the media, activity electrolyte correction factors were estimated according to Buffle, 1988 (estimated f-values are 0.5 and 0.04 for monovalent and bivalent ions, respectively). Equilibrium was assumed in the gaseous carbon dioxide, bicarbonate, carbonate system, as well as the gas-liquid partitioning of carbon dioxide, methane, and molecular H2. Initially, thermodynamic equilibrium (ΔG = 0) was furthermore assumed in the formate to bicarbonate/H2 conversion in order to estimate the actual formate concentrations in the system. Henry coefficients that are not corrected for the elevated salt concentration, give unrealistic values for the Gibbs energy change for both H2 producing and consuming reactions. To account for the decrease in solubility of H2 at 1 M sodium bicarbonate/carbonate, an activity correction for gaseous H2 was introduced and roughly estimated to amount to 0.2, according to Engel et al. (1996).
DNA Isolation and Sequencing of Methanogenic SAO Enrichment Cultures
Methanogenic SAO cultures were used for metagenome sequencing. Cultures were pre-grown on 60 mM acetate. When 30 mM acetate was utilized, cells were centrifuged (1 h, 4,700 g) and washed three times in 1x PBS with 1 M NaCl (to remove Na+-carbonates). Cells were resuspended in 1x TE buffer and 0.4 mg L-1 of polyadenylic acid was added to coat surfaces for prevention of sorption of nucleic acids. Then, lysozyme solution (Masterpure Gram-positive DNA purification kit, Epicentre, Madison, WI, United States) was added and incubated for 30 min at 37°C. Next, proteinase K in Gram-positive lysis solution (Masterpure Gram-positive DNA purification kit) was added and samples were incubated for 15 min at 67°C and vortexed every 5 min. Samples were cooled down to 37°C and placed on ice for 5 min. Then, 1 volume of phenol:chloroform:isoamyl alcohol (24:24:1, v/v/v) was added to the samples and mixed by inversion. Samples were centrifuged at 12000 × g for 2 min at room temperature. The aqueous upper layer was transferred to a new tube and nucleic acids were precipitated by adding 1 volume of isopropanol and 0.1 volume of 3 M sodium acetate (pH 5.2). Samples were kept on ice for 20 min and centrifuged at 12,000 × g for 20 min at 4°C. The supernatant was removed and the pellet was rinsed with 70% cold ethanol. Tubes were inverted and air dried. Afterwards, 1x TE buffer with RNAse (Masterpure Gram-positive DNA purification kit) was added to the samples and incubated at 37°C for 30 min and nucleic acids were again precipitated by adding 1 volume of isopropanol and 0.1 volume of 3 M sodium acetate (pH 5.2). Samples were kept on ice for 20 min and centrifuged at 12,000 g for 20 min at 4°C. The supernatant was removed and the pellet was rinsed with 70% cold ethanol. Tubes were inverted and air dried. The pellet was dissolved in 20 μl DNAse free water. The DNA quality and quantity were checked using the Nanodrop 2000 and the Qubit fluorometer (Thermo Fisher Scientific, Waltham, MA, United States). Samples were sent for sequencing using the Illumina HiSeq 4000 platform (GATC Biotech, Konstanz, Germany).
Metagenome Analysis of Methanogenic SAO Enrichment Cultures
Raw sequence reads were quality and length (minimum 21 b) trimmed using the software program Sickle (version 1.33) (Joshi and Fass, 2011). Trimmed reads were assembled into contigs >1 kb with MEGAHIT (Li et al., 2015), using the default sensitive mode for generic metagenomes. ORF calling was done with Prodigal (Hyatt et al., 2010), tRNA prediction with tRNAscan-SE (Lowe and Eddy, 1997), rRNA prediction using rna_hmm3. Protein homology searches were performed against the COG (Tatusov et al., 2000) and TIGRFAMs (Haft et al., 2001) databases with predictions of hmmer3 (Eddy, 2011). Best-hits of the CDS and rRNA genes were obtained against the NCBI non-redundant BLAST database (USEARCH, e-value = 0.00001) and SILVA (MEGABLAST, e-value = 0.00001), respectively.
Archaeal and bacterial contigs were separated based on the taxonomic annotation of the encoded CDS. Contigs that contained genes from both kingdoms were manually inspected and disregarded when they contained less than three genes, were considerably mixed in phylogeny or were from phage/viral origin. The contigs were further binned with MaxBin (version 2.2.1: (Wu et al., 2014)) using 40 and 107 universal marker genes for Archaea and Bacteria, respectively. MaxBin can infer contig abundance after mapping reads to the contig with Bowtie2 (version 2.2.3) (Langmead and Salzberg, 2012).
The resulting bins were evaluated using CheckM (Parks et al., 2015), abundance information and inspected manually based on the annotated CDS. Three Euryarchaeota-, three Firmicutes- and two Deltaproteobacteria-related bins of reasonable quality (completeness 83–98%, contamination 2–23%) were obtained with estimated coverage >10×. Several very low-abundance bins of mixed phylogeny were also obtained, but excluded from further analysis.
The eight bins of interest were further optimized in iterative steps until CheckM results stagnated after the third reassembly: we checked manually the bins for contamination and spurious contigs, re-assembled with MEGAHIT (–kmin 21, –k-max 121, –k-step 10, –min-contig-len 1000) the subsets of mapped reads to the bins from the previous round and their respective mates, we annotated the contigs and binned archaeal and bacterial contigs separately with MaxBin. After the three iterative binning rounds, 16S rRNA genes were blasted against NCBI-nr (blastn, e-value ≤ 0.00001) and manually placed in the correct bins guided by taxonomic gene contig annotations. VizBin [default settings; (Laczny et al., 2015)] was used for further inspection and refinement of the selected bins based on PCA plots (Supplementary Figure S1). Finally, taxonomic assignments of the three Firmicutes-related MAGs were double-checked with maximum-likelihood phylogenetic trees constructed with 16S ribosomal proteins as described previously (Hug et al., 2016; Vavourakis et al., 2018), including all 36 available closely related NCBI reference (draft) genomes (Supplementary Figures S2, S3).
Characteristics and taxonomic assignments of the final eight metagenome-assembled genomes (MAGs) are summarized in Supplementary Tables S1, S2. The dominant populations in the enrichment culture belonged to the SAOB (MSAO_Bac1 with 100% 16S rRNA gene identity to ‘Ca. S. acetioxidans’ clone AAS1) and its syntrophic methanogenic partner (MSAO_Arc1 with 100% 16S rRNA gene identity to Methanocalculus sp. strain AMF5).
The draft genome of ‘Ca. S. acetioxidans,’ MSAO_Bac1 (Table 1), was re-annotated against KEGG [Automatic Annotation Server (KAAS)] (Moriya et al., 2007) and RAST (Rapid Annotation using Subsystems Technology) (Aziz et al., 2008). Manual blast runs of translated gene sequences were done using the NCBI’s BLASTP service. Gene domain analysis was done using NCBI’s CDD (Marchler-Bauer et al., 2009) and EMBL’s Interpro (Jones et al., 2014) services. The location of proteins (extra-, intracellular or transmembrane) were checked using PROTTER (Omasits et al., 2014), the TMHMM server v. 2.0 (Sonnhammer et al., 1998) and the SignalP 4.1 Server (Petersen et al., 2011). Genome completeness and redundancy were estimated also based on universal copy genes (Rinke et al., 2013) using the Anvi’o platform (v4; Eren et al., 2015).
Table 1. Details on the draft genome of ‘Ca. Syntrophonatronum acetioxidans MSAO_Bac1’ (accession number pending) reconstructed from the methanogenic SAO enrichment culture.
For comparative SAO analysis, all genomes of SAOBs so far described and some acetogens were compared to MSAO Bac1, including Acetobacterium woodii DSM 1030 (NC_016894) (Poehlein et al., 2012), Clostridium ultunense Esp (HG764817) (Manzoor et al., 2013b), Tepidanaerobacter acetatoxydans Re1 (NC_019954) (Manzoor et al., 2013a), Syntrophaceticus schinkii strain Sp3 (NZ_CDRZ01000250) (Manzoor et al., 2015, 2016), Pseudothermotoga lettingae (NC_009828) (Zhaxybayeva et al., 2009), and Thermacetogenium phaeum DSM 12270 strain PB (bioproject PRJNA168373) (Oehler et al., 2012).
To estimate the relative abundance of MSAO_Bac1 in native soda lake sediments, a recruitment experiment was performed using 10 million reads subsamples from previously described metagenomes obtained from soda lake sediments in Kulunda Steppe in the summer of 2010 and 2011 (Vavourakis et al., 2018). Maximum likelihood phylogeny was calculated based on 16 ribosomal proteins predicted in selected Syntrophomonadaceae reference genomes available at the time of analysis (NCBI) and in MSAO_Bac1 as described previously (Vavourakis et al., 2018). Species delineation was determined with Average Nucleotide Identities [ANI, (Goris et al., 2007)]. We further used ANI and CheckM results to select only one representative MAG for each species and re-calculated the phylogeny of the 16 ribosomal proteins. The final phylogenetic tree, results of the recruitment experiment and genome annotation [Ghost Koala; (Kanehisa et al., 2016)] summaries were visualized using iTOL v4 (Letunic and Bork, 2007).
Lipid Analysis of Methanogenic SAO Enrichment Cultures
Lipids were extracted with a Bligh Dyer method and the extract was acid hydrolyzed. The resulting core lipids were methylated and silylated and analyzed by gas chromatography and gas chromatography-mass spectrometry. The Bligh Dyer extract was also analyzed directly for intact polar lipids using liquid chromatography-mass spectrometry. All methods have been previously described in detail (Sinninghe Damsté et al., 2011).
Results and Discussion
Activity of Methanogenic and Sulfate-Reducing SAO Enrichment Cultures
The methanogenic SAO (M-SAO) and sulfate reducing SAO (S-SAO) enrichment cultures degraded acetate with coinciding H2 production and subsequent methane or sulfide production, respectively. Hydrogen accumulated up to 10.7 (±0.6) and 12.3 (±8.6) Pa in static and shaken M-SAO cultures (Figure 1A and Supplementary Figure S4A, respectively) and to 4.3 (±0.7) and 5.1 (±1.0) Pa in static and shaken S-SAO cultures (Figure 2A and Supplementary Figure S4B, respectively). The lower H2 concentration in the S-SAO cultures suggests that SRB are capable of achieving a lower H2 partial pressure as compared to methanogens. SAO was apparently energetically feasible at H2 concentrations higher than the values calculated for neutrophilic SAOBs (Dolfing, 2014). The actual Gibbs free energy change of acetate oxidation is energetically unfavorable if one considers the H2 solubility in pure water (Table 2, ΔG1). However, when a H2 solubility of 20% of the solubility in pure water is assumed, due to the in situ sodium bicarbonate/carbonate concentrations, acetate oxidation becomes favorable (Table 2, ΔG1∗). Using this assumption, the Gibbs free energy changes of conversion for both partner organisms are similarly negative at the rather stable H2 partial pressures in these cultures, indicating that the syntrophic partners equally share the energy gained from the total reaction (Table 2). Formate was never detected (Figures 1A, 2A and Supplementary Figures S4A,B). Assuming that formate conversion to H2/CO2 is at thermodynamic equilibrium, the calculated formate concentrations from the maximum H2 concentrations in these incubations are in the range of 10 μM, which was always below the detection limit of 50 μM. Therefore, a role of formate cannot be excluded.
Figure 1. Activity test results with pre-grown syntrophic acetate oxidizing cultures with a methanogenic partner (M-SAO) showing acetate (blue line), H2 (black line), formate (gray line) and methane (red line) evolution in cultures supplemented with (A) acetate, (B) acetate and formate – 7 mM, (C) acetate and BES, (D) acetate and formate – 80 mM, (E) acetate and 100% H2. Standard deviations represent biological triplicate incubations.
Figure 2. Activity test results with pre-grown syntrophic acetate oxidizing cultures with a sulfate-reducing partner (S-SAO) showing acetate (blue line), H2 (black line), formate (gray line) and sulfide (red line) evolution in cultures supplemented with (A) acetate, (B) acetate and molybdate, (C) acetate and formate – 80 mM, (D) acetate and 100% H2 showing acetate, H2 and sulfide and (E) acetate and 100% H2 showing only acetate and formate evolution. Standard deviations represent biological triplicate incubations.
Table 2. Thermodynamic calculations according to the measured parameters in the incubations that performed syntrophic acetate oxidation coupled to methanogenesis (M-SAO) or sulfate reduction (S-SAO) with and without inhibitors bromoethanesulfonate (BES) or Molybdate (), respectively.
There was no significant difference in acetate consumption and H2, methane or sulfide formation when cultures were shaken or statically incubated (Figures 1A, 2A, and Supplementary Figures S4A,B). This indicates that IEC transfer is not influenced by complete mixing. Microscopic investigations showed no physical association of partner organisms (Sorokin et al., 2014a, 2016). Aggregation or close association is not essential when H2 and/or formate act as IEC (Stams and Plugge, 2009).
When the methanogenic inhibitor 2-bromoethanesulfonate (BES) was supplied to M-SAO cultures, only 1.6 mM (±1.7) of acetate was consumed and H2 accumulated up to 47.9 (±3.3) Pa (Figure 1B). In the S-SAO cultures, the sulfate-reducing inhibitor molybdate () inhibited acetate oxidation and sulfide production and H2 accumulated until between 12.1 (±3.6) and 15.3 (±0.4) Pa (Figure 2B). Acetate oxidation at these H2 concentrations was indeed energetically less favorable for S-SAO and even unfavorable for M-SAO cultures (Table 2). The calculated concentration of H2-derived formate from the maximum measured H2 concentration at thermodynamic equilibrium is 35 μM when BES was added and 26 μM when molybdate was added, which are below the detection limit of formate.
When formate was supplied together with acetate, formate was consumed in both M-SAO and S-SAO cultures with concomitant increase in H2 and subsequent methane or sulfide production, respectively (Figures 1C, 2C). This indicates that formate was first converted to H2 before being consumed by the syntrophic partner. In the M-SAO cultures when only 7 mM formate was supplied, formate was consumed rapidly which resulted in a H2 peak of 40.6 (±10.7) Pa and stoichiometric methane formation of 1.8 (±0.2) mmol per liter media (Figure 1C). When 80 mM formate was supplied to both cultures, formate was consumed and no acetate consumption occurred if formate was present (Figures 1D, 2C). Only when all formate was consumed after 115.5 h, acetate oxidation started and 12.7 mM (±1.4) acetate was consumed after 522 h (Figure 1D, methane and H2 data not shown). In S-SAO cultures, formate consumption resulted in an increase in H2 to a total of 1.3 (±0.1) kPa and sulfide to a total of 23.3 mM (±0.9) (Figure 2C). After 300 h, residual formate was slowly consumed and no acetate consumption was noted during the whole incubation time, probably because not all formate was consumed, as opposed to the M-SAO cultures.
When 100% H2 was added together with acetate, H2 was consumed to produce methane or sulfide in M-SAO or S-SAO cultures, respectively. Formate was produced in both cultures and its presence inhibited acetate consumption (Figures 1E, 2D,E). The M-SAO cultures only started to consume acetate after 146 h of incubation in parallel with H2 consumption. This inhibition of acetate consumption corresponded to the presence of formate during the first 146 h of incubation. When formate levels decreased, acetate was consumed again (Figure 1E). In S-SAO cultures, H2 consumption corresponded to sulfide production (Figure 2D). Acetate consumption was also inhibited when formate was produced after 297 h (Figure 2E). Mass transfer limitation of externally supplied gaseous H2 in these static incubations probably explains the different inhibitory effects of H2 and formate.
Hydrogen-formate interconversion occurred in both M-SAO and S-SAO cultures. Pure cultures of the methanogenic partner M. natronophilus and of the sulfate reducing partner D. magnus growing on H2 also produced formate and vice versa (Supplementary Figure S5). This indicates that M. natronophilus and D. magnus might be responsible for H2-formate interconversion in the SAO cultures. Interestingly, SAO rates were four times higher with M. natronophilus as partner than with D. magnus as partner (acetate consumption of 0.04 mM h-1 vs. 0.01 mM h-1, respectively) although the Gibbs free energy change for S-SAO was higher (Table 2). Pure cultures of M. natronophilus showed much faster methane production and growth on H2 than on formate, whereas D. magnus showed the opposite for sulfide production and growth (Supplementary Figure S6). The assumption that H2 is probably the main IEC in SAO would explain the faster SAO rates with a M. natronophilus as partner. Overall, the data provides no answer to the question if formate and/or H2 is the actual IEC, but do suggest that both are largely equivalent and interchangeable.
Genetic Potential of ‘Ca. S. Acetioxidans’
The metagenome of the M-SAO enrichment culture consisted of eight metagenome-assembled genomes (MAGs) (Supplementary Figure S1 and Supplementary Tables S1, S2). The dominant populations in the enrichment culture belonged to the SAOB (MSAO_Bac1), with 100% 16S rRNA gene identity to ‘Ca. S. acetioxidans’ clone AAS1, and its syntrophic methanogenic partner (MSAO_Arc1), with 100% 16S rRNA gene identity to Methanocalculus natronophilus strain (AMF5). Details on the draft genome of ‘Ca. S. acetioxidans’ are given in Table 1. According to the genome completeness and redundancy estimates obtained through Anvi’o, and the presence of rRNA and tRNA genes, our MAG can be viewed as a high-quality draft (Bowers et al., 2017).
Hydrogenases and Formate Dehydrogenases
The partial genome of ‘Ca. S. acetioxidans’ encodes two [NiFe] hydrogenases. One is a homolog to the Escherichia coli Hya hydrogenase which consists of a large and small cytochrome c3-containing subunit and a cytochrome b subunit. Only the small cytochrome c3 subunit has a twin-arginine translocation (TAT) signal and is anchored in the membrane. The cytochrome b was predicted to be transmembrane (k121-2698, [NiFe] hydrogenase 1). The TAT system can transport the complete hydrogenase dimer across the membrane when the TAT signal peptide is located only on one of the subunits via a so-called hitchhiker mechanism (Rodrigue et al., 1999). The active site on the large subunit is therefore probably extracellularly oriented and involved in H2 oxidation or production and electron transfer from or to menaquinone via cytochrome b. The second, [NiFe] hydrogenase 2, (k121-3777) consists only of a large and small cytochrome c3-containing subunit without signal peptides to translocate it over the cell membrane. The small subunit is anchored in the membrane, probably intracellularly. Such ‘group 5’ [NiFe] hydrogenases are involved in H2 oxidation at very low H2 concentrations (Peters et al., 2015). Most SAOB described so far encode for [FeFe] hydrogenases that are involved in H2 production (Manzoor et al., 2018). A cytoplasmic [NiFe] hydrogenases was also found to be expressed by S. schinkii during SAO, and was thought to be involved in intracellular H2 sensing for subsequent energy-transducing reactions since the gene was located next to a response regulator receiver gene (Manzoor et al., 2016). In ‘Ca. S. acetioxidans,’ the [NiFe] hydrogenases 2 genes surround a methylenetetraydrofolate reductase gene (MetF) and are probably directly involved in acetate metabolism (see section “Energy Conservation”), either in regulation of gene expression of other hydrogenases in response to SAO, or to produce H2 during SAO.
The partial genome of ‘Ca. S. acetioxidans’ also contains several formate dehydrogenases (FDHs). Three of them contain 4Fe-4S ferredoxin-containing beta subunits (k121-3286-cds8, k121-4883-cds7 and k121-6301-cds1). Most FDHs seem to have the active site intracellularly and formate and H2 can therefore be interconverted in the cytoplasm. One FDH alpha subunit has a TAT signal, indicating that it is exported and thus might be involved in extracellular formate conversion (k121-1471-cds2). The genome does not encode formate transporters and it therefore seems most plausible that the SAOB produces H2 as an end product during SAO. Yet, it could potentially convert H2 to formate outside of the cell, using extracellular [NiFe] hydrogenases and formate dehydrogenases.
Acetate Activation and Uptake
‘Ca. S. acetioxidans’ does not contain the conventional acetate kinase (ACK) gene for activating acetate to acetyl phosphate (acetyl-P) that was found in genomes of the previously characterized SAOBs Pseudothermotoga lettingae strain TMO (Zhaxybayeva et al., 2009), Tepidanaerobacter acetatoxydans strain Re1 (Müller et al., 2015), Syntrophaceticus schinkii strain Sp3 (Manzoor et al., 2016), Thermacetogenium phaeum strain DSM 12270 (Oehler et al., 2012), and Clostridium ultunense strain Esp (Manzoor et al., 2013b). It also does not contain the gene for phosphotransacetylase (PTA), that further converts acetyl-P to acetyl-CoA. The enzymes PTA and ACK are mainly operational at high acetate concentrations. ‘Ca. S. acetioxidans’ does have the gene that encodes for acylphosphatase (acyP) that could also produce acetyl-CoA from acetyl-P (Figure 3). For acetate activation, it does have genes encoding AMP-forming acetate-CoA ligase (k121-3905) that catalyzes the conversion of acetate to acetyl-CoA via acetyl-AMP in Bacteria and Archaea for anabolic acetate assimilation. It is reversible in vitro, but the reaction is irreversible in vivo with presence of intracellular pyrophosphatases (Wolfe, 2005). It, therefore, serves as the main route for acetate assimilation at low acetate concentrations since the enzyme was considered to have a high affinity for acetate with a low activity (Starai et al., 2003; Berger et al., 2012). In its natural environment, an acetate oxidizer must cope with low acetate concentrations, which corresponds to the high affinity acetate activation via AMP-forming acetate-CoA ligase. It also has genes for an AMP-forming phenylacetate-CoA ligase (k121-6797/k121-3180) that can activate phenylacetate. This enzyme also acts, albeit less specifically, on acetate, propionate and butyrate (Martinez-Blanco et al., 1990) and could therefore also be responsible for acetate activation during SAO. Since very little energy can be conserved from SAO, it is surprising that ‘Ca. S. acetioxidans’ only has a gene for the AMP-forming acetyl-CoA synthetase because this enzyme requires two ATP molecules per molecule of acetate whereas the ACK/PTA system requires only one ATP (Berger et al., 2012). However, it is possible that the generated pyrophosphate (PPi) is not completely hydrolyzed by pyrophosphatases and a part is used for transfer of phosphate groups to other intermediates, thereby conserving some energy from the reaction (Berger et al., 2012). Multiple genes were indeed encoding H+/Na+ translocating pyrophosphatases (Figures 3, 4 and Supplementary Data S1) that hydrolyse PPi for proton or sodium translocation and thereby possibly creating a proton or sodium motive force, respectively (Baykov et al., 2013). This mechanism was indeed postulated to be an adaptation to low energy supply (Luoto et al., 2013) and has been found in all other SAOBs described so far (Manzoor et al., 2018).
Figure 3. Summary of the Wood–Ljungdahl pathway and acetate activation. Red lines and red names indicate absence of these conversions or genes in the partial genome of ‘Ca. Syntrophonatronum acetioxidans.’
Figure 4. Scheme showing transmembrane transporters, energy conserving enzymes and electron transport mechanisms found in the genome of ‘Ca. Syntrophonatronum acetioxidans.’
The gene for an acetate-transporting permease (ActP) is often found to cluster with acetyl-CoA synthetase (AMP-forming) gene (Gimenez et al., 2003). However, ActP was not present in the genome, nor was it present in any other SAOB genome in our comparison. We found a putative Na+/solute symporter (k121-3905) encoded next to the gene for acetyl-CoA synthetase (AMP-forming). The genome of another SAOB, S. schinkii Sp3, also contained a gene related to Na+/solute symporters and this gene was previously identified to encode for an acetate transporter in E. coli (Manzoor et al., 2016). Genome analysis of T. acetatoxydans also showed presence of Na+/solute symporters (Müller et al., 2015).
The SAO Pathway
Most SAOBs described so far cluster with the physiological group of homoacetogens, which possess the Wood–Ljungdahl (WL) pathway and experimental evidence indicated that indeed this pathway is used in reverse for SAO by at least T. phaeum and C. ultunense (Schnürer et al., 1997; Hattori et al., 2005; Oehler et al., 2012). The partial genome of ‘Ca. S. acetioxidans’ contains all genes that encode for the (reverse) WL pathway to oxidize acetyl-CoA (Figure 3) and it likely uses this route for acetyl-CoA oxidation. An alternative route using the oxidative TCA cycle was suggested for T. acetatoxydans (Müller et al., 2013). ‘Ca. S. acetioxidans’ has an incomplete TCA cycle as it lacks the genes for conversion of malate to oxaloacetate and citrate to isocitrate (Supplementary Figure S7 and Supplementary Discussion). Therefore, it seems unlikely that it oxidizes acetate through this pathway.
Energy Conservation During SAO
The reversal of the WL pathway generates several problems for energy conservation. Firstly, it creates only one ATP during formyl-tetrahydrofolate synthase activity, but acetate activation costs two ATP. Energy must therefore come from the generation of a sodium or proton motive force during SAO. The partial genome of ‘Ca. S. acetioxidans’ encodes for an F1FO -type ATP synthase. Multiple sequence alignment shows that the c-subunit of the F1FO-ATP synthase of ‘Ca. S. acetioxidans’ (k121-2696) has conserved amino acids involved in Na+-binding that are present in Na+-dependent F1FO -ATP synthases but not in H+-dependent F1FO -ATP synthases (Mulkidjanian et al., 2008; Oehler et al., 2012; Schulz et al., 2013) (Supplementary Figure S8). Na+-dependent ATP synthases provide an advantage at haloalkaline conditions where extracellular Na+ concentrations are high and thus contribute to the sodium motive force (Figure 4). To establish a sodium motive force, the Na+ levels in the cell need to be kept lower than externally. As mentioned above, the genome contains H+/Na+ translocating pyrophosphatases that produce a sodium motive force during acetate activation. Secondly, the genome contains genes encoding for Na+ efflux proteins and single- and multisubunit Na+/H+ antiporters (see section “Adaptations to Haloalkaliphilic Conditions”).
The genome encoded for two transmembrane complexes that combine production of a sodium motive force to NADH recycling and subsequent H2 production. Three subunits of the Rnf complex (Na+-translocating ferredoxin: NAD+ oxidoreductase) were encoded in the genome; subunits C, D and two genes for subunit G (Supplementary Data S1). Both genes for subunit G contained a signal peptide for export and RnfD was transmembrane. Subunit RnfC is directly involved in NADH recycling that drives RnfD to pump Na+ or H+ ions. These genes are homologs to the Na+-pumping NADH:quinone oxidoreductase (Na+-NQR), but multiple sequence alignment showed that they are more related to Rnf complex genes (data not shown). T. phaeum contains only one gene with weak similarity to the subunit RnfC (Oehler et al., 2012) and in S. schinkii transcription levels of the Rnf complex were very low when grown syntrophically on acetate (Manzoor et al., 2016). This could imply that the Rnf complex has no significant role in energy conservation during SAO, but this needs to be investigated for ‘Ca. S. acetioxidans’. Lastly, two contigs of the genome encoded for NADH:ubiquinone oxidoreductase subunits NuoEFGI (Supplementary Data S1). These subunits form the soluble fragment and catalyze the oxidation of NADH (Braun et al., 1998). Since we did not find the hydrophobic membrane fragment in the draft genome (NuoAHJKLMN subunits) (Leif et al., 1995), it is not clear if the ‘Ca. S. acetioxidans’ genomes encodes for the whole complex or if genes were missed by incompleteness of the draft genome (Table 1). Still, since it was proposed that acetogens can be bioenergetically classified into Rnf and Ech-containing groups with either Na+ and H+-dependence (Hess et al., 2014), we propose to classify ‘Ca. S. acetioxidans’ as a Rnf-containing Na+-dependent acetogen.
The second challenge for energy conservation during SAO is the production of NADH (E° = -320 mV) from methyl-THF oxidation (E° = -200 mV). This conversion is endergonic under standard conditions. Therefore, a bifurcation mechanism that couples this to a favorable conversion is expected. Interestingly, ‘Ca. S. acetioxidans’ contained two copies of the gene coding for methylenetetrahydrofolate (methylene-THF) reductase (metF). One was located in the same contig with the genes for CODH/acetyl-CoA synthase and methyltetrahydrofolate:corrinoid methyltransferase (acsE/metH) (k121-702). Besides these genes, this acs operon also contains genes for a MvhD/HdrABC-like complex. Strangely, the genes coding for the HdrA subunit contains a TAT signal peptide for export and is next to the TAT protein translocase system (TatABC). The subunits HdrB and HdrC were encoded on a different contig and are predicted to be cytoplasmic (k121-4746). In the acetogen Moorella thermoacetica, metF and HdrABC/MvhD form a transcript (Mock et al., 2014). There, the genes encoding homologs of the soluble HdrABC complex, similar to the one of Methanothermobacter marburgensis, are downstream of methylene-THF reductase subunits MetV and MetF genes with a ferredoxin-coding gene in between (Schuchmann and Müller, 2014). Partial purification of this enzyme complex of M. thermoacetica showed that it is a heterohexamer of MetFV, HdrABC, and MvhD that uses NADH as electron donor. The complex, however, does not catalyze NADH dependent methylene-THF reduction and does not use ferredoxin as an electron acceptor. It still needs to be investigated if this HdrABC performs electron bifurcation with a second electron acceptor (Mock et al., 2014; Schuchmann and Müller, 2014). In the SAOB T. phaeum, the acs operon also contained Hdr-like genes (Oehler et al., 2012) and a Hdr/NAD-binding oxidoreductase complex was expressed during SAO in S. schinkii (Manzoor et al., 2016). In T. phaeum it was assumed that a bifurcating hydrogenase was coupled (directly or indirectly via menaquinone) to oxidation of methyl-THF (Oehler et al., 2012; Manzoor et al., 2016). In Syntrophobacter fumaroxidans, the Hdr/MvhD complex of that bacterium was detected under sulfate-reducing conditions, whereas only the subunits containing FAD/NAD binding domains were detected under syntrophic conditions (Sedano-Nuñez et al., 2018). CO oxidation to CO2 (-520 mV) by the CODH/ACS is coupled to ferredoxin reduction (-450 mV) and is exergonic. Production of NADH (-320 mV) during methyl-THF oxidation (-200 mV) is endergonic. Therefore, we propose a flavin-based electron bifurcating mechanism where the exergonic oxidation of ferredoxin drives the endergonic reduction of NAD+ during methyl-THF oxidation (Figure 4), similar as was found in M. thermoacetica, but reversed. The other metF copy in the genome of the SAOB (k121-3777) is located next to a [NiFe] hydrogenase ([NiFe] hydrogenase 2) and possibly involved in H2 production during SAO (see section “Hydrogenases and Formate Dehydrogenases”).
Adaptations to Haloalkaliphilic Conditions
At haloalkaline conditions, microorganisms must cope with two extremes, namely high pH and high osmotic pressure. ‘Ca. S. acetioxidans’ is an obligate haloalkaliphile as its optimal growth condition is around pH 9.5–10 and 1 M Na+ in the form of carbonate/bicarbonate. To be able to thrive at these conditions, the organism needs some specific adaptations to maintain pH homeostasis and osmotic balance. The two strategies for osmotic adaptation are the “salt-in” and “salt-out” strategies. With the “salt-in” strategy, extreme halophilic prokaryotes accumulate K+ to balance the high Na+ concentrations outside of the cell. We found two genes encoding for K+ uptake proteins that belong to the Trk K+ transport system (Figure 4 and Supplementary Data S1). Halophilic microorganisms that accumulate KCl are also characterized by an excess of acidic amino acids in their proteins (Oren, 2013). The isoelectric point profile of the predicted proteome of ‘Ca. S. acetioxidans’ does not show a pronounced acidic proteome and thus probably employs mostly a “salt-out” strategy (Supplementary Figure S9).
The “salt-out” strategy involves Na+ extrusion and organic osmolytes (compatible solutes) production. As mentioned, the partial genome encodes for multiple Na+ extrusion mechanisms, such as Na+ efflux systems (NatB, k121-1613-cds22) and single subunit (Nha, k121-1712-cds1) and multisubunit Na+/H+ antiporters (Mnh, k121-5712) for regulation of pH and electronegativity homeostasis. As opposed to the Nha antiporters, Mnh antiporters have larger and more extensive proton gathering funnels, which presumably makes them more suitable for H+ scavenging; essential at maintenance of pH homeostasis in haloalkaliphiles (Horikoshi, 2011). Common compatible solutes are L-proline, glycine betaine and ectoine. The partial genome of ‘Ca. S. acetioxidans’ encodes most genes necessary for biosynthesis of L-proline. We did not find the complete pathway for choline biosynthesis or for glycine betaine production from choline (Supplementary Data S1), and no genes for ectoine production were present. Glycine, cysteine, and serine are derivatives of 3-phosphoglycerate, which is an intermediate of the glycolysis and pentose-phosphate pathway. The glycolysis, TCA cycle and the non-oxidative branch of the pentose phosphate pathway are all encoded in the genome (Supplementary Figure S7 and Supplementary Discussion). Serine and glycine can be produced from 3-phosphoglycerate (Supplementary Data S1). Glycine can also be produced from serine using serine hydroxymethyl transferase (k121-2696-cds48) or from glyoxylate using alanine-glyoxylate transaminase (k121-3258-cds5). Glycine betaine (trimethylglycine) is produced from glycine betaine aldehyde using betaine aldehyde dehydrogenase (k121-1838-cds1). The glycine betaine aldehyde is normally produced from choline, but no choline dehydrogenases or choline monooxygenases were found in the genome of ‘Ca. S. acetioxidans’. Glycine betaine can, however, also be produced from glycine using glycine methyltransferase (k121-2696-cds48) to produce sarcosine, but no genes for sarcosine conversion to glycine betaine were found. However, the genome encodes a putative protein-S-isoprenylcysteine methyltransferase (k121-1838-cds2) next to the betaine aldehyde dehydrogenase that could act as a multifunctional enzyme to convert sarcosine to N,N-dimethylglycine and subsequently to glycine betaine by producing S-adenosyl L-homocysteine from S-adenosyl L-methionine. Furthermore, uptake systems for glycine betaine, choline, and L-proline are encoded in the genome (Figure 4 and Supplementary Data S1). The “salt-out” strategy with osmotic solutes allows fast adaptation to rapid fluctuations in salinity (Oren, 2013), which is probably key for survival of ‘Ca. S. acetioxidans’ in soda lake environments that have a high fluctuation of salinity due to dry and wet seasons.
Soda lakes have besides a high pH and high sodium carbonate concentrations also very low concentrations of unbound divalent ions (mainly Ca2+ and Mg2+). The partial genome of the SAOB contains many ABC transporters and several divalent ion uptake systems for magnesium, cobalt, nickel, calcium, zinc, manganese, tungsten and iron (Supplementary Data S1). It also contains a gene encoding an ammonium transporter (AmtB, k121-1147-cds13) for ammonium uptake. At haloalkaline conditions, ammonium occurs mainly as the free ammonia which can diffuse through the membrane, but only at high concentrations.
Membrane Lipid Composition
The lipid composition of the M-SAO enrichment culture showed the presence of two types of core membrane diether lipids – the archaeal lipid archaeol (37%) and bacterial diether lipids (63%) (Supplementary Figure S10). Archaeol is derived from M. natronophilus AMF5 as was confirmed by analysis of a pure culture of M. natronophilus AMF5. The bacterial diether lipids (63%) comprise the core lipids of the bacterial fraction of the M-SAO enrichment culture, that was highly enriched in ‘Ca. S. acetioxidans.’ These are composed of C31-C37 unsaturated dialkyl glycerol diethers. Their alkyl chains are predominantly composed of C14 and C16 n-alkyl moieties as demonstrated by hydrogenation and subsequent GC-MS analysis: 1-n-tetradecyl-2 -n-hexadecyl glycerol diether and 1,2-di-n-hexadecyl glycerol diether, identified by comparison to literature data (Pancost et al., 2001), were the most prominent hydrogenation products obtained. Fatty acids were only minor fractions of lipids in comparison to the unsaturated diakyl glycerol diethers, indicating that ‘Ca. S. acetioxidans’ is producing a highly unusual lipid membrane that is predominantly composed of diether lipids. Analysis of intact polar lipids revealed that the head groups of these diethers was predominantly phosphocholine. The occurrence of phosphocholine headgroups in phospholipids in prokaryotes is not common, but it was reported that around 10% of all bacterial genomes possess the pathways to produce phosphocholine (Sohlenkamp et al., 2003). Choline is also a precursor for the compatible solute glycine betaine. It was hypothesized that choline could be released from phosphocholine by phospholipase under hyperosmotic conditions (Sohlenkamp et al., 2003). For the biosynthesis of intact polar lipids, we indeed only found diacylglycerol kinase (k121-2772-cds2) and phosphatidate cytidylyltransferase (k121-3334-cds5) for conversion of 1,2 diacyl-sn-glycerol to CDP-diacyl glycerol, but no genes for its conversion to phosphocholine (Boumann et al., 2006). We did find a lysophospholipase L1 in the draft genome (k121-3840-cds54). This enzyme could catalyze the conversion of 2-lysophosphatidylcholine to glycerophosphocholine which can subsequently be converted to glycerophosphate and choline by a glycerophospho-diesterase (k121-1838-cds3, k121-2762-cds8 or k121-4277-cds1). However, the pathways of phosphocholine synthesis and degradation in prokaryotes need further investigation (Sohlenkamp et al., 2003), as well as the biosynthesis of bacterial dialkyl glycerol diethers (Grossi et al., 2015). Alkyl glycerol ether lipids are typically present in archaeal membranes and ensure lower permeability of ions and higher stability than bacterial membrane polar lipids containing esterified fatty acids (Koga, 2012; Grossi et al., 2015). Bacterial alkyl glycerol ether lipids were found in (hyper)thermophilic bacteria and acidophilic bacteria (Koga, 2012; Siliakus et al., 2017), but also in mesophilic Planctomycetes (Sinninghe Damsté et al., 2005) and sulfate-reducing bacteria (Grossi et al., 2015). The function of this uncommon lipids in bacteria is not known, but they probably give the cell membrane a higher degree of stability and impermeability, as was shown for archaeal dialkylglycerol ethers (Grossi et al., 2015). The dominance of ether lipids with phosphocholine headgroups in the membrane of ‘Ca. S. acetioxidans’ may reflect an adaptation to the high pH and high salt concentrations, but knowledge on the membrane lipid compositions of close relatives that grow under less extreme condition is required to test this hypothesis.
The Importance of SAO in Haloalkaline Environments
The SAOB ‘Ca. S. acetioxidans’ belongs to the family Syntrophomonadaceae (Sorokin et al., 2014a), mostly known for its characterized syntrophic butyrate oxidizers (Müller et al., 2010). Recently, it was shown that members of this family are abundant in hypersaline soda lake sediments from the Kulunda steppe (south-western Siberia) and 52 novel MAGs were retrieved from five metagenomes (Vavourakis et al., 2018). Based on the phylogeny of 16 conserved ribosomal proteins, the ‘Ca. S. acetioxidans’ genome derived from our M-SAO culture (MSAO_Bac1) was most closely related to two of those MAGs with similar G+C content, namely Syntrophomonadaceae CSSed11_10 (not shown) and T1Sed10_67 (Figure 5). The two MAGs belonged likely to another species (ANI = 96.9%, conDNA = 61%) within the genus ‘Ca. Syntrophonatronum’ (ANI = 83.25% with MSAO_Bac1). Since T1Sed10.67 encoded for an AMP-forming acetyl-CoA synthetase and all genes of the WL pathway, it has the genetic potential to perform acetate oxidation, as was the case for ‘Ca. S. acetioxidans’ (Figure 5 and Supplementary Data S2). Other candidate (reversed) acetogens able to produce H2 in syntrophic interactions based on the predicted genome potential were present in the sediment metagenomes, such as Dethiobacter alkaliphilus, CSSed11.298R1 and CSSed11.131 (Figure 5). Some other MAGs belonged to the genus ‘Ca. Syntropholuna’ (94% 16S rRNA gene identity; Supplementary Data S3), from which a syntrophic benzoate-degrading culture was recently obtained (Sorokin et al., 2016). This culture was obtained in a study where soda lake enrichment cultures with other fatty acids and alcohols such as butyrate, propionate and ethanol also mainly resulted in syntrophic cultures (Sorokin et al., 2016). Previously obtained 16S rRNA gene profiles of sediments from south-western Siberian hypersaline soda lakes (Vavourakis et al., 2018) were also examined, including lake Bitter-1 from which our enrichment cultures originated (Sorokin et al., 2014a, 2016). Syntrophomonadaceae was among the most abundant family of all Bacteria; their occurrence ranged from 6.8 to 24.5% at 100 g l-1 salinity (Figure 6). The highest identity (up to 99%) with the full 16S rRNA gene sequence of ‘Ca. S. acetioxidans’ (Sorokin et al., 2014a) was with representative sequences from the OTU assigned to ‘Candidatus Contubernalis’. ‘Ca. Contubernalis alkalaceticum’ was the first cultivated syntrophic SAOB obtained from a low-salt soda lake (Zhilina et al., 2005) and ‘Ca. S. acetioxidans’ and ‘Ca. C. alkalaceticum’ form an independent branch within the family of Syntrophomonadaceae (Sorokin et al., 2014a). In line with the metagenomics data, the abundance of this OTU was between 0.2 and 1.4% of all reads in the four examined soda lakes. These combined results show that syntrophic fatty acid oxidation might be an important anaerobic carbon mineralization route in soda lake sediments.
Figure 5. Maximum likelihood tree based on the phylogeny of 16 ribosomal proteins found in selected reference genomes from the family Syntrophomonadaceae and the draft genome of “Ca. S. acetioxidans” (MSAO_Bac 1). The tree was rooted to the proteins found in Natranaerobius thermophilus. The estimated relative abundance of each organism in five different hypersaline soda lake sediment samples is expressed as reads per Kb of genome sequence per Gb of mapped reads (RPGK). Black dots at the nodes show the ≥90% confidence of 100x bootstraps. The reference genomes indicated as bin X Y are MAGs obtained from the same metagenomes (CSSed10, CSSed11, T3Sed10, T1Sed10, and B1Sed10) for which the recruitment experiment was performed . MAG IDs with an asterisk show the presence of a partial 16S rRNA gene with 94% identity to ‘Ca. Syntropholuna alkaliphila’. Presence and absence of genes and pathways are indicated by the symbols on the right hand side. Full = present, empty = partially present. Gene abbreviations for acetate activation: ack/pta = acetate kinase/phosphate acetyltransferase, ACSS/hppA = acetyl-coA synthetase/H+/Na+ translocating pyrophosphatases, paaK = phenylacetate-CoA ligase. WL-carbonyl and WL-methyl are the carbonyl and methyl branch of the Wood–Ljungdahl pathway, respectively. PFOR = pyruvate ferredoxin oxidoreductase. Gene abbreviations encoding for formate dehydrogenases: fdoGH, fdhAB. Gene abbreviations encoding for [NiFe] hydrogenase: B-cyt = b-type cytochrome subunit, hyaBA.
Figure 6. Relative abundance (%) of OTUs of Firmicutes, Deltaproteobacteria, and Euryarchaeota in five different soda lake sediment samples with different salinity. Only reads with higher relative abundance than 0.1% in at least one of the sediment samples are shown.
Bacterial 16S rRNA gene community profiling of the same hypersaline soda lake sediment samples showed that the potential acetate-oxidizing SRB clades were present only in very low relative abundance (≤0.1%). Representatives of the genera Desulfonatronospira and Desulfonatronobacter were the most abundant, followed by Desulfonatronovibrio and Desulfobacteriaceae sp. (Figure 6). Most cultured representatives of these genera can use formate and H2 as electron donor but need or prefer acetate as a carbon source and previous attempts to isolate SRB with acetate as electron donor and sulfate as electron acceptor have failed (Zhilina et al., 1997; Sorokin et al., 2008, 2011, 2012, 2015b; Sorokin and Chernyh, 2017). In fact, the only acetate-oxidizing anaerobes cultivated from soda lakes so far are sulfur-reducing bacteria belonging to the Chrysiogenetes and Halanaerobiales (Sorokin et al., 2010) and the thiosulfate or sulfite-reducing Desulfonatronobacter acetoxydans (Sorokin et al., 2015b).
Archaeal 16S rRNA gene community profiling showed that the most abundant methanogenic clades are methylotrophic and hydrogenotrophic methanogens belonging to Methanobacterium, Methanocalculus, Methanolobus, and Methanosalsum (Figure 6). Thermoplasmata were abundant and some MAGs were constructed from this order that belonged to the methyl-reducing methanogens of the order Methanomassiliicoccales (Vavourakis et al., 2018). Aceticlastic methanogens from the genera Methanosaeta and Methanosarcina were present at very low relative abundance (≤0.1%) and each in only one of the soda lake sediment samples. In previous research, aceticlastic methanogenesis did not occur in incubations with several soda lake sediments (Nolla-Ardevol et al., 2012). Since the minimum salinity of the soda lakes investigated here was 70 g l-1 (which corresponds to 1.1 M Na+ in defined media), our findings are in line with other previous enrichment cultures from several soda lakes that yielded aceticlastic Methanosaeta sp. only at salinities below 0.6 M Na+, whereas at higher sodium concentrations, syntrophic communities with the extremely salt tolerant hydrogenotrophic methanogenic partner Methanocalculus sp. were considered responsible for acetate oxidation (Sorokin et al., 2015a). Since most of the SRB and methanogens in soda lake environments cannot use acetate as electron donor, it seems that acetate would mainly be oxidized by syntrophic associations in soda lake environments with high salinities.
Based on the results gathered from both the M-SAO and S-SAO cultures, it can be concluded that H2 and/or formate are the main electron carriers during SAO since; (1) H2 was produced in SAO performing cultures at concentrations that were energetically favorable; (2) inhibition of the sulfate reducing and methanogenic partner resulted in H2 accumulation and unfavorable conditions for acetate oxidation; (3) the draft genome of MSAO_Bac1 encoded for intra- and extracellular [NiFe] hydrogenases and formate dehydrogenases and did not encode for formate transporters, but formate and H2 were interconverted by the syntrophic partner. The low solubility of H2 at soda lake conditions explain why SAO is energetically feasible at the measured H2 concentrations. The metagenomic and 16S rRNA gene amplicon data of the five hypersaline soda lake sediment samples, together with previous cultivation efforts, indicated that syntrophy seems to be an important anaerobic process for organic matter degradation at haloalkaline conditions. Most haloalkaliphilic methanogens and SRB do not use acetate for catabolic purposes, which implies that SAO might be the dominant acetate-dependent catabolic process at haloalkaline conditions. Further experiments involving cultivation, labeled substrate addition and metagenomics and metaproteomics will aid to elucidate that this is true for acetate oxidation but also for other fatty acids and alcohols.
Datasets are in a publicly accessible repository. The raw sequence reads of the metagenomes from the methanogenic SAO enrichment culture have been deposited to the NCBI Sequence Read Archive (SRP156567). The final MAGs described in this paper have been deposited as individual Whole Genome Shotgun projects at DDBJ/EMBL/GenBank (without annotation). Accession numbers are given in Supplementary Data S3 and Supplementary Table S3 (QZAD00000000-QYZW00000000). All versions described in this paper are version XXXX01000000.
PT designed the experiments, conducted most of the experimental work, and wrote the article. CV analyzed the metagenomic and 16S rRNA gene amplicon data, and helped with analysis and interpretation of the work and writing of the article. DS provided the cultures and the expertise to grow them, and helped with design, analysis, and interpretation of the experiments. RK performed the thermodynamic calculations, and helped with analysis and interpretation of the work. JD performed the lipid analysis. GM, AS, and CP contributed with experimental design and interpretation of the work. All authors provided feedback and corrections on the manuscript, revised the intellectual content, approved the final version to be published, and agreed to be accountable for all aspects of the work.
This research was supported by the Soehngen Institute of Anaerobic Microbiology (SIAM) Gravitation grant (024.002.002) of the Netherlands Ministry of Education, Culture and Science and the Netherlands Organisation for Scientific Research (NWO). GM and CV were supported by the ERC Advanced Grant PARASOL (No. 322551). DS also received support from the Russian Foundation for Basic Research (16-04-00035) and the Russian Academy of Sciences and Federal Agency of Scientific Organizations (0104-2018-0033), AS by the ERC Advanced Grant Novel Anaerobes (No. 323009), and JD by the ERC Advanced Grant Microlipids (No. 694569).
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
The authors want to thank Cristina M. Gagliano (Wetsus, Leeuwarden, Netherlands) for help with genomic DNA isolation at high salinity and W. Irene C. Rijpstra (NIOZ) for the experimental lipid work.
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmicb.2018.03039/full#supplementary-material
Aziz, R. K., Bartels, D., Best, A. A., Dejongh, M., Disz, T., Edwards, R. A., et al. (2008). The RAST Server: rapid annotations using subsystems technology. BMC Genomics 9:75. doi: 10.1186/1471-2164-9-75
Balk, M., Weijma, J., and Stams, A. J. M. (2002). Thermotoga lettingae sp nov., a novel thermophilic, methanol-degrading bacterium isolated from a thermophilic anaerobic reactor. Int. J. Syst. Evol. Microbiol. 52, 1361–1368.
Berger, S., Welte, C., and Deppenmeier, U. (2012). Acetate activation in Methanosaeta thermophila: characterization of the key enzymes pyrophosphatase and acetyl-CoA synthetase. Archaea 2012:315153. doi: 10.1155/2012/315153
Boumann, H. A., Hopmans, E. C., Van De Leemput, I., Op Den, Camp, H. J. M., Van De Vossenberg, J., et al. (2006). Ladderane phospholipids in anammox bacteria comprise phosphocholine and phosphoethanolamine headgroups. FEMS Microbiol. Lett. 258, 297–304. doi: 10.1111/j.1574-6968.2006.00233.x
Bowers, R. M., Kyrpides, N. C., Stepanauskas, R., Harmon-Smith, M., Doud, D., Reddy, T. B. K., et al. (2017). Minimum information about a single amplified genome (MISAG) and a metagenome-assembled genome (MIMAG) of bacteria and Archaea. Nat. Biotechnol. 35, 725–731. doi: 10.1038/nbt.3893
Braun, M., Bungert, S., and Friedrich, T. (1998). Characterization of the overproduced NADH dehydrogenase fragment of the NADH:ubiquinone oxidoreductase (complex I) from Escherichia coli. Biochemistry 37, 1861–1867. doi: 10.1021/bi971176p
Engel, A., Versteeg, G. F., and van Swaaij, P. M. (1996). Solubility of hydrogen in aqueous solutions of sodium and potassium bicarbonate from 293 to 333 K. J. Chem. Eng. Data 41, 546–550. doi: 10.1021/je9503012
Eren, A. M., Esen,Ö. C., Quince, C., Vineis, J. H., Morrison, H. G., Sogin, M. L., et al. (2015). Anvi’o: an advanced analysis and visualization platform for ‘omics data. PeerJ 3:e1319. doi: 10.7717/peerj.1319
Gimenez, R., Nuñez, M. F., Badia, J., Aguilar, J., and Baldoma, L. (2003). The gene yjcG, cotranscribed with the gene acs, encodes an acetate permease in Escherichia coli. J. Bacteriol. 185, 6448–6455. doi: 10.1128/JB.185.21.6448-6455.2003
Goris, J., Konstantinidis, K. T., Klappenbach, J. A., Coenye, T., Vandamme, P., and Tiedje, J. M. (2007). DNA-DNA hybridization values and their relationship to whole-genome sequence similarities. Int. J. Syst. Evol. Microbiol. 57, 81–91. doi: 10.1099/ijs.0.64483-0
Grossi, V., Mollex, D., Vincon-Laugier, A., Hakil, F., Pacton, M., and Cravo-Laureau, C. (2015). Mono- and dialkyl glycerol ether lipids in anaerobic bacteria: biosynthetic insights from the mesophilic sulfate reducer Desulfatibacillum alkenivorans PF2803T. Appl. Environ. Microbiol. 81, 3157–3168. doi: 10.1128/AEM.03794-14
Haft, D. H., Loftus, B. J., Richardson, D. L., Yang, F., Eisen, J. A., Paulsen, I. T., et al. (2001). TIGRFAMs: a protein family resource for the functional identification of proteins. Nucleic Acids Res. 29, 41–43. doi: 10.1093/nar/29.1.41
Hattori, S., Galushko, A. S., Kamagata, Y., and Schink, B. (2005). Operation of the CO dehydrogenase/acetyl coenzyme A pathway in both acetate oxidation and acetate formation by the syntrophically acetate-oxidizing bacterium Thermacetogenium phaeum. J. Bacteriol. 187, 3471–3476. doi: 10.1128/JB.187.10.3471-3476.2005
Hess, V., Poehlein, A., Weghoff, M. C., Daniel, R., and Müller, V. (2014). A genome-guided analysis of energy conservation in the thermophilic, cytochrome-free acetogenic bacterium Thermoanaerobacter kivui. BMC Genomics 15:1139. doi: 10.1186/1471-2164-15-1139
Hyatt, D., Chen, G. L., Locascio, P. F., Land, M. L., Larimer, F. W., and Hauser, L. J. (2010). Prodigal: prokaryotic gene recognition and translation initiation site identification. BMC Bioinformatics 11:119. doi: 10.1186/1471-2105-11-119
Jiang, Y., Banks, C., Zhang, Y., Heaven, S., and Longhurst, P. (2018). Quantifying the percentage of methane formation via acetoclastic and syntrophic acetate oxidation pathways in anaerobic digesters. Waste Manag. 71, 749–756. doi: 10.1016/j.wasman.2017.04.005
Jones, P., Binns, D., Chang, H. Y., Fraser, M., Li, W., Mcanulla, C., et al. (2014). InterProScan 5: genome-scale protein function classification. Bioinformatics 30, 1236–1240. doi: 10.1093/bioinformatics/btu031
Joshi, N. A., and Fass, J. N. (2011). Sickle: A Sliding-Window, Adaptive, Quality-Based Trimming Tool for FastQ Files (Version 1.33) [Software]. Available at https://github.com/najoshi/sickle
Kanehisa, M., Sato, Y., and Morishima, K. (2016). BlastKOALA and GhostKOALA: KEGG tools for functional characterization of genome and metagenome sequences. J. Mol. Biol. 428, 726–731. doi: 10.1016/j.jmb.2015.11.006
Karakashev, D., Batstone, D. J., Trably, E., and Angelidaki, I. (2006). Acetate oxidation is the dominant methanogenic pathway from acetate in the absence of Methanosaetaceae. Appl. Environ. Microbiol. 72, 5138–5141. doi: 10.1128/AEM.00489-06
Laczny, C. C., Sternal, T., Plugaru, V., Gawron, P., Atashpendar, A., Margossian, H. H., et al. (2015). VizBin - an application for reference-independent visualization and human-augmented binning of metagenomic data. Microbiome 3:1. doi: 10.1186/s40168-014-0066-1
Lee, M. J., and Zinder, S. H. (1988). Isolation and characterization of a thermophilic bacterium which oxidizes acetate in syntrophic association with a methanogen and which grows acetogenically on H2-CO2. Appl. Environ. Microbiol. 54, 124–129.
Leif, H., Sled, V. D., Ohnishi, T., Weiss, H., and Friedrich, T. (1995). Isolation and characterization of the proton-translocating NADH: ubiquinone oxidoreductase from Escherichia coli. Eur. J. Biochem. 230, 538–548. doi: 10.1111/j.1432-1033.1995.tb20594.x
Li, D., Liu, C. M., Luo, R., Sadakane, K., and Lam, T. W. (2015). MEGAHIT: an ultra-fast single-node solution for large and complex metagenomics assembly via succinct de Bruijn graph. Bioinformatics 31, 1674–1676. doi: 10.1093/bioinformatics/btv033
Luoto, H. H., Baykov, A. A., Lahti, R., and Malinen, A. M. (2013). Membrane-integral pyrophosphatase subfamily capable of translocating both Na+ and H+. Proc. Natl. Acad. Sci. U.S.A. 110, 1255–1260. doi: 10.1073/pnas.1217816110
Manzoor, S., Bongcam-Rudloff, E., Schnürer, A., and Müller, B. (2013a). First genome sequence of a syntrophic acetate-oxidizing bacterium, Tepidanaerobacter acetatoxydans strain Re1. Genome Announc. 1:e00213-12. doi: 10.1128/genomeA.00213-12
Manzoor, S., Müller, B., Niazi, A., Bongcam-Rudloff, E., and Schnürer, A. (2013b). Draft genome sequence of Clostridium ultunense strain esp, a syntrophic acetate-oxidizing bacterium. Genome Announc. 1:e00107-13. doi: 10.1128/genomeA.00107-13
Manzoor, S., Bongcam-Rudloff, E., Schnürer, A., and Müller, B. (2016). Genome-guided analysis and whole transcriptome profiling of the mesophilic syntrophic acetate oxidising bacterium Syntrophaceticus schinkii. PLoS One 11:e0166520. doi: 10.1371/journal.pone.0166520
Manzoor, S., Müller, B., Niazi, A., Schnürer, A., and Bongcam-Rudloff, E. (2015). Working draft genome sequence of the mesophilic acetate oxidizing bacterium Syntrophaceticus schinkii strain Sp3. Stand. Genomic Sci. 10:99. doi: 10.1186/s40793-015-0092-z
Manzoor, S., Schnürer, A., Bongcam-Rudloff, E., and Müller, B. (2018). Genome-guided analysis of Clostridium ultunense and comparative genomics reveal different strategies for acetate oxidation and energy conservation in syntrophic acetate-oxidising bacteria. Genes 9:E225. doi: 10.3390/genes9040225
Marchler-Bauer, A., Anderson, J. B., Chitsaz, F., Derbyshire, M. K., Deweese-Scott, C., Fong, J. H., et al. (2009). CDD: specific functional annotation with the Conserved Domain Database. Nucleic Acids Res. 37, D205–D210. doi: 10.1093/nar/gkn845
Martinez-Blanco, H., Reglero, A., Rodriguez-Aparicio, L. B., and Luengo, J. M. (1990). Purification and biochemical characterization of phenylacetyl-CoA ligase from Pseudomonas putida. A specific enzyme for the catabolism of phenylacetic acid. J. Biol. Chem. 265, 7084–7090.
Mayumi, D., Dolfing, J., Sakata, S., Maeda, H., Miyagawa, Y., Ikarashi, M., et al. (2013). Carbon dioxide concentration dictates alternative methanogenic pathways in oil reservoirs. Nat. Commun. 4:1998. doi: 10.1038/ncomms2998
Mayumi, D., Mochimaru, H., Yoshioka, H., Sakata, S., Maeda, H., Miyagawa, Y., et al. (2011). Evidence for syntrophic acetate oxidation coupled to hydrogenotrophic methanogenesis in the high-temperature petroleum reservoir of Yabase oil field (Japan). Environ. Microbiol. 13, 1995–2006. doi: 10.1111/j.1462-2920.2010.02338.x
Mock, J., Wang, S., Huang, H., Kahnt, J., and Thauer, R. K. (2014). Evidence for a hexaheteromeric methylenetetrahydrofolate reductase in Moorella thermoacetica. J. Bacteriol. 196, 3303–3314. doi: 10.1128/JB.01839-14
Moriya, Y., Itoh, M., Okuda, S., Yoshizawa, A. C., and Kanehisa, M. (2007). KAAS: an automatic genome annotation and pathway reconstruction server. Nucleic Acids Res. 35, W182–W185. doi: 10.1093/nar/gkm321
Mountfort, D. O., and Asher, R. A. (1978). Changes in proportions of acetate and carbon dioxide used as methane precursors during the anaerobic digestion of bovine waste. Appl. Environ. Microbiol. 35, 648–654.
Mulkidjanian, A. Y., Dibrov, P., and Galperin, M. Y. (2008). The past and present of sodium energetics: may the sodium-motive force be with you. Biochim. Biophys. Acta 1777, 985–992. doi: 10.1016/j.bbabio.2008.04.028
Müller, B., Manzoor, S., Niazi, A., Bongcam-Rudloff, E., and Schnürer, A. (2015). Genome-guided analysis of physiological capacities of Tepidanaerobacter acetatoxydans provides insights into environmental adaptations and syntrophic acetate oxidation. PLoS One 10:e0121237. doi: 10.1371/journal.pone.0121237
Müller, N., Worm, P., Schink, B., Stams, A. J. M., and Plugge, C. M. (2010). Syntrophic butyrate and propionate oxidation processes: from genomes to reaction mechanisms. Environ. Microbiol. Rep. 2, 489–499. doi: 10.1111/j.1758-2229.2010.00147.x
Noll, M., Klose, M., and Conrad, R. (2010). Effect of temperature change on the composition of the bacterial and Archaeal community potentially involved in the turnover of acetate and propionate in methanogenic rice field soil. FEMS Microbiol. Ecol. 73, 215–225. doi: 10.1111/j.1574-6941.2010.00883.x
Nolla-Ardevol, V., Strous, M., Sorokin, D. Y., Merkel, A. Y., and Tegetmeyer, H. E. (2012). Activity and diversity of haloalkaliphilic methanogens in Central Asian soda lakes. J. Biotechnol. 161, 167–173. doi: 10.1016/j.jbiotec.2012.04.003
Nozhevnikova, A. N., Nekrasova, V., Ammann, A., Zehnder, A. J., Wehrli, B., and Holliger, C. (2007). Influence of temperature and high acetate concentrations on methanogenesis in lake sediment slurries. FEMS Microbiol. Ecol. 62, 336–344. doi: 10.1111/j.1574-6941.2007.00389.x
Oehler, D., Poehlein, A., Leimbach, A., Müller, N., Daniel, R., Gottschalk, G., et al. (2012). Genome-guided analysis of physiological and morphological traits of the fermentative acetate oxidizer Thermacetogenium phaeum. BMC Genomics 13:723. doi: 10.1186/1471-2164-13-723
Omasits, U., Ahrens, C. H., Müller, S., and Wollscheid, B. (2014). Protter: interactive protein feature visualization and integration with experimental proteomic data. Bioinformatics 30, 884–886. doi: 10.1093/bioinformatics/btt607
Pancost, D. P., Bouloubassi, I., Aloisi, G., Sinninghe Damsté, J. S., and Party, T. M. S. (2001). Three series of non-isoprenoidal dialkyl glycerol diethers in cold-seep carbonate crusts. Org. Geochem. 32, 695–707. doi: 10.1016/S0146-6380(01)00015-8
Parks, D. H., Imelfort, M., Skennerton, C. T., Hugenholtz, P., and Tyson, G. W. (2015). CheckM: assessing the quality of microbial genomes recovered from isolates, single cells, and metagenomes. Genome Res. 25, 1043–1055. doi: 10.1101/gr.186072.114
Peters, J. W., Schut, G. J., Boyd, E. S., Mulder, D. W., Shepard, E. M., Broderick, J. B., et al. (2015). [FeFe]- and [NiFe]-hydrogenase diversity, mechanism, and maturation. Biochim. Biophys. Acta 1853, 1350–1369. doi: 10.1016/j.bbamcr.2014.11.021
Poehlein, A., Schmidt, S., Kaster, A. K., Goenrich, M., Vollmers, J., Thurmer, A., et al. (2012). An ancient pathway combining carbon dioxide fixation with the generation and utilization of a sodium ion gradient for ATP synthesis. PLoS One 7:e33439. doi: 10.1371/journal.pone.0033439
Rinke, C., Schwientek, P., Sczyrba, A., Ivanova, N. N., Anderson, I. J., Cheng, J. F., et al. (2013). Insights into the phylogeny and coding potential of microbial dark matter. Nature 499, 431–437. doi: 10.1038/nature12352
Rodrigue, A., Chanal, A., Beck, K., Müller, M., and Wu, L. F. (1999). Co-translocation of a periplasmic enzyme complex by a hitchhiker mechanism through the bacterial tat pathway. J. Biol. Chem. 274, 13223–13228. doi: 10.1074/jbc.274.19.13223
Rui, J., Qiu, Q., and Lu, Y. (2011). Syntrophic acetate oxidation under thermophilic methanogenic condition in Chinese paddy field soil. FEMS Microbiol. Ecol. 77, 264–273. doi: 10.1111/j.1574-6941.2011.01104.x
Schnürer, A., Houwen, F. P., and Svensson, B. H. (1994). Mesophilic syntrophic acetate oxidation during methane formation by a triculture at high ammonium concentration. Arch. Microbiol. 162, 70–74. doi: 10.1007/BF00264375
Schnürer, A., and Nordberg, A. (2008). Ammonia, a selective agent for methane production by syntrophic acetate oxidation at mesophilic temperature. Water Sci. Technol. 57, 735–740. doi: 10.2166/wst.2008.097
Schnürer, A., Schink, B., and Svensson, B. H. (1996). Clostridium ultunense sp. nov., a mesophilic bacterium oxidizing acetate in syntrophic association with a hydrogenotrophic methanogenic bacterium. Int. J. Syst. Bacteriol. 46, 1145–1152. doi: 10.1099/00207713-46-4-1145
Schnürer, A., Svensson, B. H., and Schink, B. (1997). Enzyme activities in and energetics of acetate metabolism by the mesophilic syntrophically acetate-oxidizing anaerobe Clostridium ultunense. FEMS Microbiol. Lett. 154, 331–336. doi: 10.1016/S0378-1097(97)00350-9
Schnürer, A., Zellner, G., and Svensson, B. H. (1999). Mesophilic syntrophic acetate oxidation during methane formation in biogas reactors. FEMS Microbiol. Ecol. 29, 249–261. doi: 10.1016/S0168-6496(99)00016-1
Schuchmann, K., and Müller, V. (2014). Autotrophy at the thermodynamic limit of life: a model for energy conservation in acetogenic bacteria. Nat. Rev. Microbiol. 12, 809–821. doi: 10.1038/nrmicro3365
Schulz, S., Iglesias-Cans, M., Krah, A., Yildiz, O., Leone, V., Matthies, D., et al. (2013). A new type of Na+-driven ATP synthase membrane rotor with a two-carboxylate ion-coupling motif. PLoS Biol. 11:e1001596. doi: 10.1371/journal.pbio.1001596
Sedano-Nuñez, V. T., Boeren, S., Stams, A. J. M., and Plugge, C. M. (2018). Comparative proteome analysis of propionate degradation by Syntrophobacter fumaroxidans in pure culture and in coculture with methanogens. Environ. Microbiol. 20, 1842–1856. doi: 10.1111/1462-2920.14119
Shigematsu, T., Tang, Y. Q., Kobayashi, T., Kawaguchi, H., Morimura, S., and Kida, K. (2004). Effect of dilution rate on metabolic pathway shift between aceticlastic and nonaceticlastic methanogenesis in chemostat cultivation. Appl. Environ. Microbiol. 70, 4048–4052. doi: 10.1128/AEM.70.7.4048-4052.2004
Siliakus, M. F., Van Der Oost, J., and Kengen, S. W. M. (2017). Adaptations of Archaeal and bacterial membranes to variations in temperature, pH and pressure. Extremophiles 21, 651–670. doi: 10.1007/s00792-017-0939-x
Sinninghe Damsté, J. S., Rijpstra, W. I., Hopmans, E. C., Weijers, J. W., Foesel, B. U., Overmann, J., et al. (2011). 13,16-Dimethyl octacosanedioic acid (iso-diabolic acid), a common membrane-spanning lipid of Acidobacteria subdivisions 1 and 3. Appl. Environ. Microbiol. 77, 4147–4154. doi: 10.1128/AEM.00466-11
Sinninghe Damsté, J. S. S., Rijpstra, W. I. C., Geenevasen, J. A. J., Strous, M., and Jetten, M. S. M. (2005). Structural identification of ladderane and other membrane lipids of planctomycetes capable of anaerobic ammonium oxidation (anammox). FEBS J. 272, 4270–4283. doi: 10.1111/j.1742-4658.2005.04842.x
Sorokin, D. Y., Abbas, B., Geleijnse, M., Kolganova, T. V., Kleerebezem, R., and Van Loosdrecht, M. C. (2016). Syntrophic associations from hypersaline soda lakes converting organic acids and alcohols to methane at extremely haloalkaline conditions. Environ. Microbiol. 18, 3189–3202. doi: 10.1111/1462-2920.13448
Sorokin, D. Y., Abbas, B., Geleijnse, M., Pimenov, N. V., Sukhacheva, M. V., and Van Loosdrecht, M. C. M. (2015a). Methanogenesis at extremely haloalkaline conditions in the soda lakes of Kulunda Steppe (Altai, Russia). FEMS Microbiol. Ecol. 91:fiv016. doi: 10.1093/femsec/fiv016
Sorokin, D. Y., Chernyh, N. A., and Poroshina, M. N. (2015b). Desulfonatronobacter acetoxydans sp. nov.,: a first acetate-oxidizing, extremely salt-tolerant alkaliphilic SRB from a hypersaline soda lake. Extremophiles 19, 899–907. doi: 10.1007/s00792-015-0765-y
Sorokin, D. Y., Abbas, B., Tourova, T. P., Bumazhkin, B. K., Kolganova, T. V., and Muyzer, G. (2014a). Sulfate-dependent acetate oxidation under extremely natron-alkaline conditions by syntrophic associations from hypersaline soda lakes. Microbiology 160, 723–732. doi: 10.1099/mic.0.075093-0
Sorokin, D. Y., Berben, T., Melton, E. D., Overmars, L., Vavourakis, C. D., and Muyzer, G. (2014b). Microbial diversity and biogeochemical cycling in soda lakes. Extremophiles 18, 791–809. doi: 10.1007/s00792-014-0670-9
Sorokin, D. Y., and Chernyh, N. A. (2017). Desulfonatronospira sulfatiphila sp. nov., and Desulfitispora elongata sp. nov., two novel haloalkaliphilic sulfidogenic bacteria from soda lakes. Int. J. Syst. Evol. Microbiol. 67, 396–401. doi: 10.1099/ijsem.0.001640
Sorokin, D. Y., Rusanov, I. I., Pimenov, N. V., Tourova, T. P., Abbas, B., and Muyzer, G. (2010). Sulfidogenesis under extremely haloalkaline conditions in soda lakes of Kulunda Steppe (Altai, Russia). FEMS Microbiol. Ecol. 73, 278–290. doi: 10.1111/j.1574-6941.2010.00901.x
Sorokin, D. Y., Tourova, T. P., Henstra, A. M., Stams, A. J., Galinski, E. A., and Muyzer, G. (2008). Sulfidogenesis under extremely haloalkaline conditions by Desulfonatronospira thiodismutans gen. nov., sp. nov., and Desulfonatronospira delicata sp. nov. - a novel lineage of Deltaproteobacteria from hypersaline soda lakes. Microbiology 154, 1444–1453. doi: 10.1099/mic.0.2007/015628-0
Sorokin, D. Y., Tourova, T. P., Kolganova, T. V., Detkova, E. N., Galinski, E. A., and Muyzer, G. (2011). Culturable diversity of lithotrophic haloalkaliphilic sulfate-reducing bacteria in soda lakes and the description of Desulfonatronum thioautotrophicum sp. nov., Desulfonatronum thiosulfatophilum sp. nov., Desulfonatronovibrio thiodismutans sp. nov., and Desulfonatronovibrio magnus sp. nov. Extremophiles 15, 391–401. doi: 10.1007/s00792-011-0370-7
Sorokin, D. Y., Tourova, T. P., Panteleeva, A. N., and Muyzer, G. (2012). Desulfonatronobacter acidivorans gen. nov., sp nov and Desulfobulbus alkaliphilus sp nov., haloalkaliphilic heterotrophic sulfate-reducing bacteria from soda lakes. Int. J. Syst. Evol. Microbiol. 62, 2107–2113. doi: 10.1099/ijs.0.029777-0
Starai, V. J., Takahashi, H., Boeke, J. D., and Escalante-Semerena, J. C. (2003). Short-chain fatty acid activation by acyl-coenzyme A synthetases requires SIR2 protein function in Salmonella enterica and Saccharomyces cerevisiae. Genetics 163, 545–555.
Steinhaus, B., Garcia, M. L., Shen, A. Q., and Angenent, L. T. (2007). A portable anaerobic microbioreactor reveals optimum growth conditions for the methanogen Methanosaeta concilii. Appl. Environ. Microbiol. 73, 1653–1658. doi: 10.1128/AEM.01827-06
Tatusov, R. L., Galperin, M. Y., Natale, D. A., and Koonin, E. V. (2000). The COG database: a tool for genome-scale analysis of protein functions and evolution. Nucleic Acids Res. 28, 33–36. doi: 10.1093/nar/28.1.33
Timmers, P. H. A., Widjaja-Greefkes, H. C. A., Ramiro-Garcia, J., Plugge, C. M., and Stams, A. J. M. (2015). Growth and activity of ANME clades with different sulfate and sulfide concentrations in the presence of methane. Front. Microbiol. 6:988. doi: 10.3389/fmicb.2015.00988
Vavourakis, C. D., Andrei, A. S., Mehrshad, M., Ghai, R., Sorokin, D. Y., and Muyzer, G. (2018). A metagenomics roadmap to the uncultured genome diversity in hypersaline soda lake sediments. Microbiome 6:168. doi: 10.1186/s40168-018-0548-7
Westerholm, M., Leven, L., and Schnürer, A. (2012). Bioaugmentation of syntrophic acetate-oxidizing culture in biogas reactors exposed to increasing levels of ammonia. Appl. Environ. Microbiol. 78, 7619–7625. doi: 10.1128/AEM.01637-12
Westerholm, M., Roos, S., and Schnürer, A. (2010). Syntrophaceticus schinkii gen. nov., sp. nov., an anaerobic, syntrophic acetate-oxidizing bacterium isolated from a mesophilic anaerobic filter. FEMS Microbiol. Lett. 309, 100–104. doi: 10.1111/j.1574-6968.2010.02023.x
Westerholm, M., Roos, S., and Schnürer, A. (2011). Tepidanaerobacter acetatoxydans sp. nov., an anaerobic, syntrophic acetate-oxidizing bacterium isolated from two ammonium-enriched mesophilic methanogenic processes. Syst. Appl. Microbiol. 34, 260–266. doi: 10.1016/j.syapm.2010.11.018
Wu, Y. W., Tang, Y. H., Tringe, S. G., Simmons, B. A., and Singer, S. W. (2014). MaxBin: an automated binning method to recover individual genomes from metagenomes using an expectation-maximization algorithm. Microbiome 2:26. doi: 10.1186/2049-2618-2-26
Zhaxybayeva, O., Swithers, K. S., Lapierre, P., Fournier, G. P., Bickhart, D. M., Deboy, R. T., et al. (2009). On the chimeric nature, thermophilic origin, and phylogenetic placement of the Thermotogales. Proc. Natl. Acad. Sci. U.S.A. 106, 5865–5870. doi: 10.1073/pnas.0901260106
Zhilina, T. N., Zavarzin, G. A., Rainey, F. A., Pikuta, E. N., Osipov, G. A., and Kostrikina, N. A. (1997). Desulfonatronovibrio hydrogenovorans gen. nov., sp. nov., an alkaliphilic, sulfate-reducing bacterium. Int. J. Syst. Bacteriol. 47, 144–149. doi: 10.1099/00207713-47-1-144
Zhilina, T. N., Zavarzina, D. G., Kolganova, T. V., Tourova, T. P., and Zavarzin, G. A. (2005). “Candidatus Contubernalis alkalaceticum,” an obligately syntrophic alkaliphilic bacterium capable of anaerobic acetate oxidation in a coculture with Desulfonatronum cooperativum. Microbiology 74, 695–703. doi: 10.1007/s11021-005-0126-4
Keywords: syntrophic acetate oxidation, haloalkaliphiles, soda lakes, syntrophy, SAOB, syntrophic acetate oxidizing bacteria, genome-centric metagenomics
Citation: Timmers PHA, Vavourakis CD, Kleerebezem R, Damsté JSS, Muyzer G, Stams AJM, Sorokin DY and Plugge CM (2018) Metabolism and Occurrence of Methanogenic and Sulfate-Reducing Syntrophic Acetate Oxidizing Communities in Haloalkaline Environments. Front. Microbiol. 9:3039. doi: 10.3389/fmicb.2018.03039
Received: 20 September 2018; Accepted: 26 November 2018;
Published: 10 December 2018.
Edited by:Gloria Paz Levicán, Universidad de Santiago de Chile, Chile
Reviewed by:Ronald Oremland, United States Geological Survey, United States
Stefano Campanaro, Università degli Studi di Padova, Italy
Copyright © 2018 Timmers, Vavourakis, Kleerebezem, Damsté, Muyzer, Stams, Sorokin and Plugge. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Peer H. A. Timmers, firstname.lastname@example.org