Two PDZ binding motifs within NS5 have roles in Tick-borne encephalitis virus replication
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The flavivirus genus includes important human neurotropic pathogens like Tick-borne encephalitis virus (TBEV) and West-Nile virus (WNV). Flavivirus replication occurs at replication complexes, where the NS5 protein provides both RNA cap methyltransferase and RNA-dependent RNA polymerase activities. TBEVNS5 contains two PDZ binding motifs (PBMs) important for specific targeting of human PDZ proteins including Scribble, an association important for viral down regulation of cellular defense systems and neurite outgrowth. To determine whether the PBMs of TBEVNS5 affects virus replication we constructed a DNA based sub-genomic TBEV replicon expressing firefly luciferase. The PBMs within NS5 were mutated individually and in concert and the replicons were assayed in cell culture. Our results show that the replication rate was impaired in all mutants, which indicates that PDZ dependent host interactions influence TBEV replication. We also find that the C-terminal PBMs present in TBEVNS5 and WNVNS5 are targeting various human PDZ domain proteins. TBEVNS5 has affinity to Zonula occludens-2 (ZO-2), GIAP C-terminus interacting protein (GIPC), calcium/calmodulin-dependent serine protein kinase (CASK), glutamate receptor interacting protein 2, (GRIP2) and Interleukin 16 (IL-16). A different pattern was observed for WNVNS5 as it associate with a broader repertoire of putative host PDZ proteins.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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