Glial voltage-gated K <sup>+</sup> channels modulate the neural abiotic stress tolerance of <i>Drosophila melanogaster</i>
Bibliographic record
Abstract
Abstract Severe abiotic stress causes insects to lose nervous function and enter a state of paralytic coma. Central to this loss of function is a spreading depolarization (SD), where a characteristic collapse of ion gradients depolarizes neuronal and glial membranes and rapidly shuts down the CNS. Despite representing a critical limit to CNS function, the stress threshold that elicits SD can be altered by the process of acclimation, though the mechanisms underlying this response remain largely unknown. Here, we made electrophysiological measurements of SD and investigated the role of K + channels in acclimation of the CNS stress response of Drosophila melanogaster . First, we demonstrate that improved cold tolerance in the CNS elicited by cold acclimation was abolished by pharmacological blockade of K + channels with voltage-gated K + channels representing most of this effect. Next, we used the UAS/Gal4 model system to screen for candidate genes encoding glial voltage-gated K + channels and found that knockdown of sei - and Shaw -encoded channels mimicked the effect of K + blockade in cold-acclimated flies. Furthermore we show that the knockdown of glial sei -encoded channels also impair tolerance to anoxia and heat stress. These findings suggest that voltage-gated K + channels, especially those encoded by sei , are integral to the CNS stress- and acclimation-response and we posit that this is elicited through mechanisms involving glial spatial buffering and barrier function. Establishing such causal links between tissue-specific expression of candidate genes and SD mechanisms will inevitably aid our understanding of insect ecophysiology and SD-related neuropathologies. New and Noteworthy Using thermal acclimation and pharmacology, we demonstrate that voltage-gated K + channels are involved in setting the threshold for cold-induced spreading depolarization (SD) in the Drosophila melanogaster CNS. Glial knockdown of channels encoded by sei and Shaw reduced the resistance to cold-induced SD, highlighting their importance in acclimation of the CNS. Glia-specific sei -knockdown also reduced tolerance to anoxia and heat. We posit that sei -channels are involved the CNS stress- and acclimation-responses through glial spatial buffering mechanisms.
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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) | 0.000 | 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) | 0.001 | 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 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".