Inhibition of potassium chloride cotransporters impairs muscle contraction and induces atrophy in C2C12 myotubes
Bibliographic record
Abstract
In skeletal muscle cells, the resting membrane potential is primarily determined by Cl-, necessitating precise regulation of intracellular and extracellular Cl- balance. Potassium chloride cotransporters (KCCs), members of the cation-chloride cotransporter superfamily, facilitate the efflux of K+ and Cl- at a 1:1 ratio. However, the specific roles of KCCs in skeletal muscle remain poorly understood. In this study, we investigated the function of KCCs in skeletal muscle cells using [(dihydroindenyl)oxy]acetic acid (DIOA), a KCCs inhibitor. DIOA treatment of cultured C2C12 myotubes impaired contractility in response to electrical pulse stimulation. Additionally, DIOA-treated myotubes exhibited muscle atrophy, accompanied by increased expression of atrogenes such as Atrogin-1 and MuRF1. These findings reveal a novel role for KCCs in skeletal muscle and provide insights that may contribute to the development of preventive or therapeutic strategies for muscle disorders and atrophy.
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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) | 0.001 | 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 | 0.001 |
| 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".