Probing the binding of thioTEPA to human serum albumin using spectroscopic and molecular simulation approaches
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The present work is devoted to probing the molecular interaction of N,N′,N″-triethylenethiophosphoramide (thioTEPA) with human serum albumin (HSA) using UV-visible and fluorescence spectroscopies. Further, molecular dynamics and molecular docking simulations were used to investigate the binding site of thioTEPA. The outcomes of the spectroscopic observations and also the Stern−Volmer and van’t Hoff equations were employed to determine the binding thermodynamic parameters. It was found out that the interaction of thioTEPA with HSA is enthalpy driven through a quenching mechanism that is both static and dynamic at domain I of HSA. No significant changes in the local and overall secondary structure, polarity, and hydrophobicity of HSA were observed. The low values of binding free energies and binding constants are evidence for necessary high dosage of thioTEPA in chemotherapies. These results may be attributed to the spherical geometry and steric hindrance of the free vibrating aziridinyl groups of thioTEPA.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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) | 0.000 | 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 it