A novel bifunctional aldehyde/alcohol dehydrogenase mediating ethanol formation from acetyl-CoA in hyperthermophiles
Bibliographic record
Abstract
Abstract Background: Hyperthermophilic fermentation at temperatures above 80 °C allows in situ product removal to mitigate the ethanol toxicity, and reduces microbial contamination without autoclaving/cooling of feedstock. Many species of Thermotoga grow at temperatures up to 90 °C, and have enzymes to degrade and utilize lignocelluloses, which provide advantages for achieving consolidated processes of cellulosic ethanol production. However, no CoA-dependent aldehyde dehydrogenase (CoA-Aldh) from any hyperthermophiles has been documented in literature so far. The pyruvate ferredoxin oxidoreductases from hyperthermophiles have pyruvate decarboxylase activity, which convert about 2% and 98% of pyruvate to acetaldehyde and acetyl-CoA (ac-CoA), respectively. Acetyl-CoA can be converted to acetic acid, if there is no CoA-Aldh to convert ac-CoA to acetaldehyde and further to ethanol. Therefore, the current study aimed to identify and characterize a CoA-Aldh activity that mediates ethanol fermentation in hyperthermophiles.Results: In Thermotoga neapolitana (Tne), a hyperthermophilic iron-acetaldehyde/alcohol dehydrogenase (Fe-AAdh) was, for the first time, revealed to catalyze the ac-CoA reduction to form ethanol via an acetaldehyde intermediate, while the annotated aldh gene in Tne genome only encodes a CoA-independent Aldh that oxidizes aldehyde to acetic acid. Three other Tne alcohol dehydrogenases (Adh) exhibited specific physiological roles in ethanol formation and consumption: Fe-Adh2 mainly catalyzed the reduction of acetaldehyde to produce ethanol, and Fe-Adh1 showed significant activities only under extreme conditions, while Zn-Adh showed special activity in ethanol oxidation. In the in vitro formation of ethanol from ac-CoA, a strong synergy was observed between Fe-Adh1 and Fe-AAdh. The Fe-AAdh gene is highly conserved in Thermotoga spp. and in Pyrococus sp., which is probably responsible for ethanol metabolism in hyperthermophiles.Conclusions: Hyperthermophilic Thermotoga spp. are excellent candidates for biosynthesis of cellulosic ethanol fermentation strains. The finding of a novel hyperthermophilic CoA-Aldh activity of Tne Fe-AAdh revealed the existence of a hyperthermophilic fermentation pathway from ac-CoA to ethanol, which offers a basic frame for in vitro synthesis of a highly active AAdh for effective ethanol fermentation pathway in hyperthermophiles, which is a key element for the approach to the consolidated processes of cellulosic ethanol production.
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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 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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".