Hydrodynamic and Spectroscopic Studies of Substrate Binding to Human Recombinant Deoxycytidine Kinase
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
Deoxycytidine kinase (dCK), a cytosolic enzyme with broad substrate specificity, plays a key role in the activation of therapeutic nucleoside analogues by their 5'-phosphorylation. The structure of human dCK is still not known and the current work was undertaken to determine its oligomeric and secondary structure. Biophysical studies were conducted with purified recombinant human dCK. The Mr determined by low-speed sedimentation equilibrium under nondenaturing conditions was 60,250 +/- 1,000, indicating that dCK, which has a predicted Mr of 30,500, exists in solution as a dimer. Analysis of circular dichroism spectra revealed the presence of two negative dichroic bands located at 222 and 209 nm with ellipticity values of -11,900 +/- 300 and -12,500 +/- 300 deg x cm2 x dmol(-1), respectively, indicating the presence of approximately 40% alpha-helix and 50% beta-structure. Circular Dichroism studies in the aromatic and far-ultraviolet range and UV difference spectroscopy indicated that binding of substrates to dCK reduced its alpha-helical content and perturbed tryptophan and tyrosine. Steady-state fluorescence demonstrated that deoxycytidine (the phosphate acceptor) and ATP (the phosphate donor) bound to different sites on dCK and fluorescence quenching revealed bimodal binding of deoxycytidine and unimodal binding of ATP. Spectroscopic studies indicated that substrate binding induced conformational changes, with the result that dCK exhibited different affinities for various substrates. These results are consistent with a random bi-bi kinetic mechanism of phosphorylation of dCyd with either ATP or UTP.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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