Conformational changes in human Norovirus polymerase
Bibliographic record
Abstract
Human Noroviruses (NV) belong in the Caliciviridae family and are a major cause of gastroenteritis outbreaks throughout the world. Crystal structures of the RNA-dependent RNA polymerase from the human Norovirus have been determined in over ten different crystal forms in the presence and absence of divalent metal cations, nucleoside triphosphates, inhibitors and primer-template duplex RNA. These structures show how the polymerase enzyme can adopt a range of conformations in which the thumb, fingers and palm domains change orientations depending on the step of the enzymatic cycle trapped in different crystal forms. We discuss how the evidence from crystallographic and biochemical experiments combine to better understand how viral RNA polymerase enzymes from human Norovirus and related positive-strand RNA viruses can adopt a range of conformational states to facilitate RNA binding, NTP binding, catalysis, RNA translocation and pyrophosphate release. The detailed structural and mechanistic understanding of these conformational changes is important for providing a sound basis for understanding viral replication in general, as well as for the design of novel inhibitors capable of trapping the enzyme in specific conformational states.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".