Transfer RNA Bindings to Antitumor Estradiol-Platinum(II) Hybrid and Cisplatin
Why this work is in the frame
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Bibliographic record
Abstract
The anticancer platinum (Pt) drugs exert their antitumor activity by direct or indirect Pt-DNA binding. It has been shown that Pt drugs can induce major DNA damage and minor RNA damage during cancer treatment. A recent report showed that a new anticancer estradiol-Pt(II) hybrid molecule (CD-37) binds DNA bases indirectly, while being more effective than cis-diaminedichloroplatinum(II) (cisplatin) against several types of cancer. In this report, we examine the bindings of CD-37 and cisplatin drugs with transfer RNA (tRNA) in vitro and compare the results to those of the corresponding Pt-DNA complexes. Solutions containing various CD-37 or cisplatin concentrations were reacted with tRNA at physiological pH. Using Fourier transform infrared (FTIR), UV-visible, and circular dichroism spectroscopic methods, the drug binding mode, the binding constant, and RNA structural variations are determined for Pt-tRNA complexes in aqueous solution. Structural analysis showed direct binding of cisplatin drug to guanine and adenine N7 sites, while both direct and indirect interactions of CD-37 with tRNA bases and the backbone phosphate group were observed. The overall binding constants estimated were K(CD-37) = 2.77 (+/-0.90) x 10(4) M(1) and K(cisplatin) = 1.72 (+/-0.50) x 10(4) M(1). Major aggregation of tRNA occurs at high CD-37 concentrations, while RNA remains in the A-family structure.
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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