<sup>19</sup>F NMR Studies of Plasminogen Activator Inhibitor-1
Bibliographic record
Abstract
Plasminogen activator inhibitor-1 (PAI-1) is a 43 kDa protein involved in the regulation of fibrinolysis. PAI-1 is the principal inhibitor of tissue-type plasminogen activator (t-PA), trapping the proteinase as an acyl-enzyme covalent complex (approximately 105 kDa). Four single tryptophan mutants of PAI-1 have been constructed in which three of the four tryptophan residues (Trp86, Trp139, Trp175, and Trp262) were replaced with phenylalanine. Biosynthetic incorporation of 5-fluorotryptophan (5F-Trp) into wild-type PAI-1 (5FW wtPAI-1) and the single tryptophan mutants (5FW86, 5FW139, 5FW175, and 5FW262) was achieved, allowing a (19)F NMR spectroscopic study of PAI-1 in its active and cleaved forms and in complex with t-PA. The (19)F NMR spectrum of active 5FW wtPAI-1 shows four clearly resolved peaks at -39.20, -49.26, -50.74, and -52.57 ppm relative to trifluoroacetic acid at 0 ppm. Unequivocal assignments of these four resonances in the spectrum of 5FW wtPAI-1 to specific tryptophan residues were accomplished by measuring the chemical shifts of the (19)F resonances of the single tryptophan mutants. There was close agreement between the resonances observed in 5FW wtPAI-1 and of those in the mutants for all three protein forms. This would imply little structural perturbation in the local structures of the tryptophan residues resulting from substitution by phenylalanine. The 5FW wtPAI-1 was observed to have lower second-order rate constant (k(app)) for the inhibition of t-PA than the natural tryptophan wtPAI-1, suggesting that the decreased activity may result from a small structural effect of the fluorine substituent of the indole ring. Further alterations in the k(app) and the stoichiometry of inhibition (SI) were observed in each of the mutants indicating an effect of the three tryptophan to phenylalanine mutations. Detailed interpretation of the (19)F NMR spectra of the PAI-1 mutants provides insights into the local segmental structure of the active form of the proteins and the structural changes that occur in the cleaved and t-PA complexed forms.
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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) | 0.003 | 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".