Probing <i>Dictyostelium</i> severin structure and function by cross linking to actin
Bibliographic record
Abstract
DS151 is the first 151 amino acids of the Dictyostelium discoidium protein severin, which shares high sequence similarity with segment 1 of the actin-severing protein gelsolin. DS151 is able to mediate the depolymerization of F-actin in a calcium-dependent fashion, much like segment 1 of gelsolin. A structural model of DS151 was obtained by comparative modeling studies with segment 1 of gelsolin. This model was tested by studies of chemical cross linking between DS151 and bound actin, suggesting that Cys residues on DS151 are cross linked with Lys residues of actin. The model suggests that Cys125 of DS151 cross links with either Lys326 or Lys328 of actin. Mutagenesis of DS151 demonstrates that Cys125 of DS151 dominates the cross linking, whereas Cys25 of DS151 makes a minor contribution through a longer-range cross link with Cys374 of actin, which likely involves flexibility of both proteins in that region.
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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".