Novel Molecular Features of the Fibrolytic Intestinal Bacterium <i>Fibrobacter intestinalis</i> Not Shared with <i>Fibrobacter succinogenes</i> as Determined by Suppressive Subtractive Hybridization
Why this work is in the frame
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Bibliographic record
Abstract
Suppressive subtractive hybridization was conducted to identify unique genes coding for plant cell wall hydrolytic enzymes and other properties of the gastrointestinal bacterium Fibrobacter intestinalis DR7 not shared by Fibrobacter succinogenes S85. Subtractive clones from F. intestinalis were sequenced and assembled to form 712 nonredundant contigs with an average length of 525 bp. Of these, 55 sequences were unique to F. intestinalis. The remaining contigs contained 764 genes with BLASTX similarities to other proteins; of these, 80% had the highest similarities to proteins in F. succinogenes, including 30 that coded for carbohydrate active enzymes. The expression of 17 of these genes was verified by Northern dot blot analysis. Of genes not exhibiting BLASTX similarity to F. succinogenes, 30 encoded putative transposases, 6 encoded restriction modification genes, and 45% had highest similarities to proteins in other species of gastrointestinal bacteria, a finding suggestive of either horizontal gene transfer to F. intestinalis or gene loss from F. succinogenes. Analysis of contigs containing segments of two or more adjacent genes revealed that only 35% exhibited BLASTX similarity and were in the same orientation as those of F. succinogenes, indicating extensive chromosomal rearrangement. The expression of eight transposases, and three restriction-modification genes was confirmed by Northern dot blot analysis. These data clearly document the maintenance of carbohydrate active enzymes in F. intestinalis necessitated by the preponderance of polysaccharide substrates available in the ruminal environment. It also documents substantive changes in the genome from that of F. succinogenes, which may be related to the introduction of the array of transposase and restriction-modification genes.
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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 | 0.000 | 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 | 0.001 | 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 it