Dynamics of the intrinsically disordered protein CP12 in its association with GAPDH in the green alga <i>Chlamydomonas reinhardtii</i> : a fuzzy complex
Bibliographic record
Abstract
CP12 is a widespread regulatory protein of oxygenic photosynthetic organisms that contributes to the regulation of the Calvin cycle by forming a supra-molecular complex with at least two enzymes: glyceraldehyde-3-phosphate dehydrogenase (GAPDH) and phosphoribulokinase (PRK). CP12 shares some similarities with intrinsically disordered proteins (IDPs) depending on its redox state. In this study, site-directed spin labeling (SDSL) combined with EPR spectroscopy was used to probe the dynamic behavior of CP12 from Chlamydomonas reinhardtii upon binding to GAPDH, the first step towards ternary complex formation. The two N-terminal cysteine residues were labeled using the classical approach while the tyrosine located at the C-terminal end of CP12 was modified following an original procedure. The results show that the label grafted at the C-terminal extremity is in the vicinity of the interaction site whereas the N-terminal region remains fully disordered upon binding to GAPDH. In conclusion, GAPDH-CP12 is a fuzzy complex, in which the N-terminal region of CP12 keeps a conformational freedom in the bound form. This fuzziness could be one of the keys to facilitate binding of PRK to CP12-GAPDH and to form the ternary supra-molecular complex.
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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".