Small molecule activator of phosphatase PP2A remodels scaffold PR65 structural dynamics to promote holoenzyme assembly
Bibliographic record
Abstract
ABSTRACT Small molecule activators of protein phosphatase 2A (PP2A), hereafter SMAPs, have attracted substantial interest, for their potential to inhibit cancer cell proliferation by targeting PR65, the scaffold subunit of the PP2A heterotrimer. PR65 is a uniquely flexible and stable molecule composed of 15 tandem HEAT (Huntingtin, Elongation factor 3–PP2A–TOR1) repeats. We characterized the binding sites and interactions of two SMAPs ATUX-8385 and DT-061 with PR65 and evaluated effects on PR65 structural dynamics using docking and molecular dynamics simulations. We initiated SMAP-bound PR65 simulations starting from two binding sites: S1, determined by cryo-electron microscopy for DT-061 bound to PP2A, on the inner helices of the HEAT repeats 2 and 3 (2 i and 3 i ); and S2, predicted by docking of ATUX-8385 onto PR65, on 4 i and 5 i and outer helices 5 o and 6 o consistent with footprinting experiments. S2 proved to be a stable site for both SMAPs when initiating the simulations at S2. However, neither DT-061 nor ATUX-8385 demonstrated stable binding to S1. DT-061 rapidly dissociated from S1 to settle instead at a neighboring site S4 overlapping with our previously identified S3 for PR65 in extended form, suggesting that binding to S1 may be a 2-step process: an initial binding to PR65 alone, either to S3/S4 or S2, followed by movement to S3/S4, and then an induced relocation to S1 upon complexation with the regulatory and catalytic subunits. Targeted in silico mutagenesis showed that mutations at S2 and S4 destabilized SMAP binding to the PR65 (subunit). Heterotrimeric PP2A simulations showed that S3 and S4 binding were not persistent upon complexation. Together, these results corroborate our findings. Furthermore, preferentially stabilized a relatively extended PR65 conformation that would accommodate, if not promote, the assembly of the catalytic and regulatory subunits to prompt the activation of the trimeric phosphatase.
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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) | 0.002 | 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".