Distinct Conformational States Mediate the Transport and Anion Channel Properties of the Glutamate Transporter EAAT-1
Bibliographic record
Abstract
Glutamate transport by the excitatory amino acid transporters (EAATs) is coupled to the co-transport of 3 Na(+), 1 H(+), and the counter-transport of 1 K(+) ion. In addition to coupled ion fluxes, glutamate and Na(+) binding to the transporter activates a thermodynamically uncoupled anion conductance through the transporter. In this study, we have distinguished between these two conductance states of the EAAT-1 transporter using a [2-(trimethylammonium)ethyl]methanethiosulfonate-modified V452C mutant transporter. Glutamate binds to the modified mutant transporter and activates the uncoupled anion conductance but is not transported. The selective alteration of the transport function without altering the anion channel function of the V452C mutant transporter suggests that the two functions are generated by distinct conformational states of the transporter.
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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".