Glucose‐6‐phosphate dehydrogenase is posttranslationally regulated in the larvae of the freeze‐tolerant gall fly, <i>Eurosta solidaginis</i>, in response to freezing
Bibliographic record
Abstract
Abstract The freeze‐tolerant larvae of the goldenrod gall fly ( Eurosta solidaginis ) undergo substantial alterations to their molecular physiology during the winter including the production of elevated quantities of glycerol and sorbitol, which function as cryoprotectants to survive whole body freezing. Production of these cryoprotectants depends on cytosolic pools of nicotinamide adenine dinucleotide phosphate H (NADPH), a major source being the pentose phosphate pathway (PPP). Glucose‐6‐phosphate dehydrogenase (G6PDH) mediates the rate‐limiting and committed step of the PPP and therefore its molecular properties were explored in larvae sampled from control versus frozen states. G6PDH was purified from control (5°C) and frozen (−15°C) E. solidaginis larvae by a single‐step chromatography method utilizing 2′,5′‐ADP agarose and analyzed to determine its enzymatic parameters. Studies revealed a decrease in K m for G6P in the frozen animals (to 50% of control values) suggesting an increased flux through the PPP. Immunoblotting of the purified enzyme showed differences in the relative extent of several posttranslational modifications, notably ubiquitination (95% decrease in frozen larvae), cysteine nitrosylation (61% decrease), threonine (4.1 fold increase), and serine phosphorylation (59% decrease). Together these data suggested that the increased flux through the PPP needed to generate NADPH for cryoprotectants synthesis is regulated, at least in part, through posttranslational alterations of G6PDH.
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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".