The Glutamic Acid Decarboxylase System of the New Species Brucella microti Contributes to Its Acid Resistance and to Oral Infection of Mice
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Genome analysis indicated that the new species Brucella microti possesses a potentially functional glutamate decarboxylase (GAD) system involved in extreme acid resistance in several foodborne bacteria. The contribution of this system in adaptation of B. microti to an acidic environment, including the intracellular vacuole and stomach, was investigated. RESULTS: B. microti was GAD positive and able to export its product, γ-aminobutyrate, to the extracellular medium. The resistance of B. microti to acid stress (pH 2.5) was glutamate dependent. Mutants affected in the GAD system lost this resistance, demonstrating its direct involvement in survival under these conditions. The reciprocal heterologous complementation of mutants with the GAD systems of Escherichia coli or B. microti confirmed conserved functions in both bacterial species. A gad mutant was not attenuated during infection of macrophages, where Brucella resides in an acidified vacuole at a pH of 4-4.5 during the early phase of macrophage infection, but GAD contributed to the survival of B. microti in a murine model following oral infection. CONCLUSIONS: This work provides first evidence that the GAD system might play an essential role in the resistance of an environment-borne, pathogenic Brucella species to extreme acid shock and during passage through the host stomach following oral infection.
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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 | 0.001 | 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 | 0.000 |
| 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 it