Heptad repeat 1-derived N peptide inhibitors improve broad-spectrum anti-HIV-1 activity
Bibliographic record
Abstract
• N36 was modified by introducing FPPR or trimer motif MTQ, named FPPR-N36,MTQ-N36 and MTQ-FPPR-N36. • The three newly designed N-peptide inhibitors(NPIs) had inhibitory activity against HIV-1 infection, and IC50 of trimeric NPIs reached the nanomolar level. • FPPR-N36 might be a promising candidate NPI for suppressing HIV-1 strains that were resistant to conventional NPIs. HIV-1 N-peptide inhibitor (NPI) derived from N-terminal heptad-repeat region (HR1) of gp41 can target C-terminal heptad-repeat region (HR2) or the HR1 to interfere with the formation of endogenous six-helix bundle (6HB). However, the NPI is less active than the C-peptide inhibitor. In this study, we reported three HR1-derived NPIs designed by adding fusion peptide proximal region (FPPR) of gp41 or a trimeric motif MTQ into the N36 peptide and then evaluated their anti-HIV-1 activities. Molecular modeling was performed using Swiss Model. The inhibitory activity of NPIs on HIV-1 was assessed by Env-pseudovirus infection assays and cell-cell fusion assays. Interaction between NPIs and HR2 peptides was evaluated by circular dichroism and Native PAGE. The three newly designed NPIs, FPPR-N36, MTQ-N36, and MTQ-FPPR-N36, exhibited higher anti-HIV-1 activity than N36. The stability of the coiled-coil core formed by three designed NPIs or the 6HB formed by C34 and these NPIs were significantly higher than those of corresponding monomer N36 or isoleucine zipper-engineered trimeric N36 (IZN36). The 50 % inhibitory concentrations (IC 50 ) of MTQ-N36 against HIV-1 infection were at a nanomolar level, lower than those of other tested NPIs. The FPPR-N36 could also inhibit infection of HIV-1 strains that were resistant to N36 and IZN36. The three newly designed NPIs had inhibitory activity against HIV-1 infection. Among them, MTQ-N36 exhibited a higher potential to inhibit HIV-1 entry than other peptides, and FPPR-N36 might be a promising candidate NPI for suppressing HIV-1 strains that are resistant to conventional NPIs.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.002 |
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".