Unexpected Binding Mode for 2‘-Phosphoadenosine-Based Nucleotide Inhibitors in Complex with Human Angiogenin Revealed by Heteronuclear NMR Spectroscopy
Bibliographic record
Abstract
Human angiogenin (Ang) is a tumor-promoting RNase in the pancreatic RNase superfamily. Efforts to develop nucleotide-based inhibitors of Ang as potential anticancer drugs have been hampered by the lack of direct structural information on Ang-nucleotide complexes. Here, we have used heteronuclear NMR spectroscopy with (15)N- and (15)N/(13)C-labeled Ang to map the interactions of Ang with the phosphate ion, seven adenosine mononucleotides (the 2'-, 3'-, and 5'-monophosphates, the 2',5'- and 3',5'-diphosphates, the 5'-diphosphate, and the 2'-monophospho-5'-diphosphate), and the dinucleotide 2'-deoxyuridine 3'-pyrophosphate (P' --> 5') adenosine-2'-phosphate (dUppA-2'-p). The 2'-phosphate based derivatives, which bind more tightly than the corresponding 3'-phosphate isomers, induced characteristic large resonance perturbations of the backbone amide proton of Leu(115), the backbone (15)N of His(114), and the Gln(12) side-chain NH(2) group in the Ang active site. In contrast, adenosine derivatives with only 3'- or 5'-phosphates produced much less dramatic perturbations of Leu(115) and His(114) resonances, along with modest perturbations of additional residues both within and beyond the active site. Measurements of NOEs together with molecular docking analyses revealed the three-dimensional structures of the complexes of Ang with adenosine 2',5'-diphosphate and dUppA-2'-p; the binding modes of these inhibitors differ substantially from those predicted in earlier studies. Most notably, the 2'-phosphate rather than the 5'-phosphate occupies the P(1) catalytic subsite of Ang, and the side chain of His(114) has undergone a conformational transition that positions it outside P(1) and allows it to form stacking interactions with the adenine ring of the inhibitor. Strikingly, the 2'-deoxyuridine moiety of dUppA-2'-p makes only a few contacts with Ang, and these involve residues outside the B(1) subsite where the pyrimidine ring of substrates normally binds.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".