SI/II Pocket of Ras: An Opportunity for a Once “Undruggable” Target
Bibliographic record
Abstract
High Resolution Image Download MS PowerPoint Slide Mutations on the Ras-family of small GTPases are among the most common molecular oncogenic drivers, with the HRas isoform being primarily associated with head-and-neck and genito-urinary cancers. Although once considered “undruggable,” recent efforts have identified a structurally conserved surface pocket in the Ras family, designated the SI/II pocket, situated near the binding site of the guanidine exchange factor (GEF) SOS1. The SI/II pocket may represent a potential target site for a pan-Ras drug. A crystal structure representing the native state of GDP-bound HRas G12V was generated to characterize the topology of the SI/II pocket. This native-state structure was employed, together with the published structure of GppNHp-bound HRas G12V in state 1 (PDB ID: 4EFM ), as a base for further molecular dynamics simulations exploring the conformational dynamics of the SI/II pocket via four generated synthetic HRas model structures. Our results show that the SI/II pocket is natively inaccessible in GDP-bound HRas yet becomes accessible in state 1 GppNHp-bound HRas systems, an effect that seems to be more evident in the mutated enzyme. This points to the GTP-bound state as a most promising target for Ras inhibitors directed at the SI/II pocket. Occlusion of the SI/II pocket is dictated by the spatial position of the α2 α helix in relation to the protein core, with α2 residue Y71 acting as a “tyrosine toggle” capable of restricting the pocket access.
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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".