Okadaic acid and microcystin insensitive PPP-family phosphatases may represent novel biotechnology targets
Bibliographic record
Abstract
Reversible protein phosphorylation is of central importance to the proper cellular functioning of all living organisms. Catalyzed by the opposing reactions of protein kinases and phosphatases, dysfunction in reversible protein phosphorylation can result in a wide variety of cellular aberrations. In eukaryotic organisms there exists four classes of protein phosphatases, of which the PPP-family protein phosphatases have documented susceptibility to a range of protein and small molecule inhibitors. These inhibitors have been of great importance to the biochemical characterization of PPP-family protein phosphatases since their discovery, but also maintain in natura biological significance with their endogenous regulatory properties (protein inhibitors) and toxicity (small molecule inhibitors). Recently, two unique PPP-family protein phosphatases, named the Shewanella-like protein phosphatases (SLP phosphatases), from Arabidopsis thaliana were characterized and found to be phylogenetically similar to the PPP-family protein phosphatases protein phosphatase 1 (PP1) and protein phosphatase 2A (PP2A), while completely lacking sensitivity to the classic PPP-family phosphatase small molecule inhibitors okadaic acid and microcystin-LR. SLP phosphatases were also found to be absent in metazoans, but present in a wide range of bacteria, fungi and protozoa responsible for human disease. The unique biochemical properties and evolutionary heritage of SLP phosphatases suggests they could not only be potential biotechnology targets for agriculture, but may also prove to be of interest for future therapeutic drug development.
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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 | 0.000 | 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 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".