Genomic characterization of three novel Desulfobacterota classes expand the metabolic and phylogenetic diversity of the Phylum
Bibliographic record
Abstract
Abstract An overwhelming majority of bacterial life remains uncharacterized. Recent efforts to assemble genomes from metagenomes have provided invaluable insights into these yet-uncultured bacterial lineages. We report on the characterization of 30 genomes belonging to three novel classes within the phylum Desulfobacterota. One class (proposed name Candidatus “Anaeroferrophillalia”) was characterized by the capacity for heterotrophic growth, either fermentatively or utilizing polysulfide, tetrathionate and thiosulfate as electron acceptors. Autotrophic growth using the Wood Ljungdahl pathway and hydrogen or Fe(II) as an electron donor could also occur in absence of organic carbon sources. The second class (proposed name Candidatus “Anaeropigmentia”) was characterized by its capacity for fermentative or aerobic growth at low oxygen thresholds using a broad range of sugars and amino acids, and the capacity to synthesize the methyl/alkyl carrier CoM, an ability that is prevalent in the archaeal but rare in the bacterial domain. Pigmentation is inferred from the capacity for carotenoids (lycopene) production, as well as the occurrence of the majority of genes involved in bacteriochlorophyll a biosynthesis. The third class (proposed name Candidatus “Zymogenia”) was characterized by the capacity for heterotrophic growth fermentatively using broad sugars and amino acids as carbon sources, and the adaptation of some of its members to hypersaline habitats. Analysis of the distribution pattern of all three classes showed their occurrence as rare community members in multiple habitats, with preferences for anaerobic terrestrial (e.g. hydrocarbon contaminated environments, wetlands, bioreactors), freshwater (e.g. ground water and gas-saturated temperate lakes), and marine (e.g. hydrothermal vents, marine sediments, and coastal sediments) environments, over oxygenated (e.g. pelagic ocean and agricultural land) settings. Special preference for some members of the class Candidatus “Zymogenia” to hypersaline environments, e.g. hypersaline microbial mats and lagoons was observed. Importance Culture-independent diversity surveys conducted in the last three decades have clearly demonstrated that the scope of microbial diversity is much broader than that inferred from isolation efforts. Multiple reasons have been put forth to explain the refractiveness of a wide range of the earth’s microbiome to isolation efforts. Documenting the scope of high-rank phylogenetic diversity on earth, as well as deciphering and documenting the metabolic capacities, physiological preferences, and putative ecological roles of these yet-uncultured lineages represents one of the central goals in current microbial ecology research. Recent efforts to assemble genomes from metagenomes have provided invaluable insights into these yet-uncultured lineages. This study expands our knowledge of the phylum Desulfobacterota through the characterization of 30 genomes belonging to three novel classes. The analyzed genomes were either recovered from Zodletone Spring in southwestern Oklahoma in this study, or recently binned from public metagenomes as part of the Global Earth Microbiome initiative. Our results expand the high-rank diversity within the bacterial tree of life by describing three novel classes within the phylum Desulfobacterota, document the utilization of multiple metabolic processes, e.g. iron-oxidation, aromatic hydrocarbon degradation, reduction of sulfur-cycling intermediates, and features, e.g. coenzyme M biosynthesis, and pigmentation, as salient characteristics in these novel Desulfobacterota classes.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".