PhoY2 of Mycobacteria Is Required for Metabolic Homeostasis and Stress Response
Bibliographic record
Abstract
The ability of pathogenic mycobacteria to adapt to diverse environments is essential for their success as pathogens. Here we describe a transposon-inactivated phoY2 mutant of Mycobacterium marinum. PhoY2 of mycobacteria is a functional homologue of PhoU in Escherichia coli and an important component of the Pho regulon. We found that PhoY2 is required for maintaining intracellular inorganic phosphate (P(i)) homeostasis and balanced energy and redox states. Disruption of phoY2 resulted in elevated levels of intracellular poly-P(i) and ATP and an elevated NAD(+)/NADH ratio, and the mutant strain exhibited increased sensitivity to environmental stress conditions, including nutrient deprivation as well as SDS and antibiotic treatments. Taken together, our results suggest that PhoY2 is required for maintaining metabolic homeostasis and adaptation to stress conditions, which may provide an explanation for the suggested role of PhoY2 in drug tolerance.
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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) | 0.001 | 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 | 0.001 |
| Research integrity | 0.001 | 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".