Consolidation of the Thioredoxin Fold by Peptide Recognition: Interaction between <i>E. coli</i> Thioredoxin Fragments 1−93 and 94−108
Bibliographic record
Abstract
Escherichia coli thioredoxin (TRX) catalyzes redox reactions via the reversible oxidation of the conserved active center WCGPC. TRX is a monomeric alpha/beta protein with a fold characterized by a central beta-sheet surrounded by alpha-helical elements. The interaction of the C-terminal alpha-helix (helix 5) of TRX against the remainder of the protein involves the close packing of hydrophobic surfaces, opening the possibility of studying a fine-tuned molecular recognition phenomenon. To evaluate the relevance of this interaction on the folding mechanism of TRX, we characterize TRX1-93, a truncated variant of TRX devoid of the last stretch of 15 amino acid residues that includes helix 5. TRX1-93 may possibly represent a molecular form where the folding process becomes interrupted, giving rise to a structure exhibiting the features of a molten globule state. This was assessed by circular dichroism, intrinsic fluorescence, binding of the probe ANS, size-exclusion chromatography, limited proteolysis, and calorimetry. Remarkably, fragment TRX1-93 interacts with peptide TRX94-108 (KD approximately 2-12 microM), bringing forth the restoration of native-like signatures and enzymic function. This represents a molecular event of reciprocal structure selection where both partners gain order, thus leading to long-range consequences on conformation. In this context, the binding of the C-terminal helix could signify a late event in the consolidation of the overall TRX fold.
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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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".