[Determination of the binding of natural products to the human c-myb oncogene promoter G-quadruplex DNA by capillary electrophoresis and electrospray ionization mass spectrometry].
Bibliographic record
Abstract
L/mol. Nuciferine's binding to G4 DNA showed a linear increasing trend due to nonspecific binding; thus nuciferine is a nonspecific binder. Although pseudolaric acid B showed high affinity for the c-myb G4 DNA and 1:1 and 1:2 G4-bound complex ions were observed in ESI-MS measurements, the PACE-FA results indicated that pseudolaric acid B did not bind to target G4 DNA in free solution. Therefore, scopolamine butylbromide could be the best candidate to regulate the transcription of the c-myb oncogene, and is expected to be a precursor for anticancer drugs. In this work, PACE-FA has allowed for significant improvements to the conventional CE-FA technique. This combination of PACE-FA and ESI-MS not only reduced the time needed for binding analysis, but also improved the accuracy and specificity of the affinity analysis compared to conventional binding approaches. Furthermore, this combination could be used to screen other targeted drug candidates and to evaluate their interaction mechanisms.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".