Molecular signatures for members of the genus Dehalococcoides and the class Dehalococcoidia
Bibliographic record
Abstract
The bacteria belonging to the class Dehalococcoidia, due to their ability to dehalogenate chlorinated compounds, are of much interest for bioremediation of contaminated sites. We report here comparative analyses on different genes/proteins from the genomes of members of the class Dehalococcoidia. These studies have identified numerous novel molecular markers in the forms of conserved signature indels (CSIs) in broadly distributed proteins and conserved signature genes/proteins (CSPs), which are uniquely found in members of the class Dehalococcoidia, but except for an isolated exception, they are not found in other sequenced bacterial genomes. Of these molecular markers, nine CSIs in divergent proteins and 19 CSPs are specific for members of the genera Dehalococcoides and Dehalogenimonas, providing potential molecular markers for the bacterial class Dehalococcoidia. Additionally, four CSIs in divergent proteins and 28 CSPs are only found in all members of the genus Dehalococcoides for which genome sequences are available, but they are absent in Dehalogenimonas lykanthroporepellens and in other bacteria. The gene sequences of several of these CSPs exhibiting specificity for the genus Dehalococcoides or the class Dehalococcoidia are highly conserved and PCR primers based upon them provide a novel means for identification of other related bacteria. Two other CSIs identified in this study in the SecD and aspartate carbomyltransferase proteins weakly support an affiliation of the class Dehalococcoidia with the other members of the phylum Chloroflexi.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 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 | 0.001 |
| 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 teacher head, 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".