Structural and functional characterization of the SLA′ structure at the 3′ terminus of the Zika virus negative-strand intermediate
Bibliographic record
Abstract
Flavivirus infections, including those of Dengue virus (DENV) and Zika virus (ZIKV), result in a high disease burden globally, yet many aspects of their viral life cycle remain poorly understood. For example, while some features of the mechanism of negative-strand RNA synthesis are known, relatively little is known about the initiation of positive-strand RNA synthesis in the flavivirus life cycle. Viral RNA replication is initiated via the recruitment of the viral NS5 RNA-dependent RNA polymerase (RdRp) to stem-loop A (SLA) at the 5' terminus of positive-strand genomic RNA. Subsequent genome cyclization is thought to facilitate loading of NS5 onto the 3' terminus of the genomic RNA to initiate negative-strand RNA synthesis. Conversely, it is not clear whether RNA structures in the negative-strand replicative intermediate similarly recruit NS5 to promote positive-strand RNA synthesis, providing specificity to this process. Herein, we characterized the secondary structure of the 3' terminus of the negative-strand replicative intermediate in ZIKV and DENV1-4 in silico and in vitro. We observed that the 3' terminus of the negative strand is capable of forming a secondary structure which mirrors SLA, which we term SLA'. While we demonstrate that SLA' forms in vitro and is capable of interacting with NS5, introduction of G·U wobble base pairs that disrupt SLA', while keeping SLA largely intact, suggest that SLA' is not necessary for viral RNA replication. As such, this work suggests that in contrast to related viruses, the positive-strand promoter is unlikely to be provided by specific structure(s) at the 3' terminus of the negative-strand replicative intermediate.
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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".