Mechanism of Inhibition of the Active Triphosphate Form of 2′-α-Fluoro,2′-β-bromouridine against Yellow Fever Virus RNA-Dependent RNA Polymerase
Bibliographic record
Abstract
High Resolution Image Download MS PowerPoint Slide Yellow fever virus (YFV) is a deadly mosquito-borne flavivirus that infects approximately 200,000 individuals each year. YFV outbreak and infection are persistent throughout South America and Africa, demonstrating significant epidemic potential. Although an approved and effective vaccine exists, the zoonotic nature of YFV undermines any potential eradication efforts, highlighting the need for effective, direct-acting antivirals. Essential for viral replication, RNA-dependent RNA polymerase (RdRp) is a proven therapeutic target. A prominent example includes sofosbuvir, a 2′-α-fluoro,2′-β-methyluridine prodrug approved for the treatment of hepatitis C virus (HCV), that has demonstrated efficacy against YFV in vitro . A structurally similar 2′-α-fluoro, 2′-β-bromouridine prodrug has exhibited potent anti-YFV activity both in vitro and in vivo . Here, we expressed the full-length nonstructural protein 5 from YFV in insect cells to investigate the active triphosphate form of these prodrugs. Enzyme kinetics indicate that both nucleotide analogs are incorporated less efficiently than UTP. Once incorporated, the analogs inhibit RNA synthesis through immediate chain termination. Omitting the 2′-β-modification alleviates the inhibition of RNA synthesis, highlighting its role in eliciting an antiviral effect. S282T is a well-characterized mutation in motif B of HCV RdRp that confers resistance to sofosbuvir. We discovered that the analogous substitution in YFV (S603T) improved discrimination against the 2′-α-fluoro,2′-β-modified uridine analogs. Collectively, our findings explain their observed anti-YFV activity and identify a conserved mechanism of resistance. Based on its in vivo efficacy and mechanism of action, the 2′-fluoro,2′-bromouridine prodrug shows potential for future therapeutic strategies against YFV.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".