Atomistic Mechanism of Large-Scale Conformational Transition in a Heterodimeric ABC Exporter
Bibliographic record
Abstract
ATP-binding cassette (ABC) transporters are ATP-driven molecular machines, in which ATP binding and hydrolysis in the nucleotide-binding domains (NBDs) is chemomechanically coupled to large-scale, alternating access conformational changes in the transmembrane domains (TMDs), ultimately leading to the translocation of substrates across biological membranes. The precise nature of the structural dynamics behind the large-scale conformational transition as well as the coupling of NBD and TMD motions is still unresolved. In this work, we combine all-atom molecular dynamics (MD) simulations with electron paramagnetic resonance (EPR) spectroscopy to unravel the atomic-level mechanism of the dynamic conformational transitions underlying the functional working cycle of the heterodimeric ABC exporter TM287/288. Extensive multimicrosecond simulations in an explicit membrane/water environment show how in response to ATP binding, TM287/288 undergoes spontaneous conformational transitions from the inward-facing (IF) state via an occluded (Occ) intermediate to an outward-facing (OF) state. The latter two states have thus far not been characterized at atomic level. ATP-induced tightening of the NBD dimer involves closing and reorientation of the two NBD monomers concomitant with a closure of the intracellular TMD gate, which leads to the occluded state. Subsequently, opening at the extracellular TMD gate yields the OF conformer. The obtained mechanism imposes NBD-TMD coupling via a tight orchestration of conformational transitions, between both the two domains and also within the TMDs, ensuring that the cytoplasmic and periplasmic gate regions are never open simultaneously.
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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".