Lack of a significant impact of Gag-Protease-mediated HIV-1 replication capacity on clinical parameters in treatment-naive Japanese individuals
Bibliographic record
Abstract
BACKGROUND: HLA class I-associated escape mutations in HIV-1 Gag can reduce viral replication, suggesting that associated fitness costs could impact HIV-1 disease progression. Previous studies in North American and African cohorts have reported reduced Gag-Protease mediated viral replication capacity (Gag-Pro RC) in individuals expressing protective HLA class I alleles including HLA-B*57:01, B*27:05, and B*81:01. These studies also reported significant positive associations between Gag-Pro RCs and plasma viral load (pVL). However, these HLA alleles are virtually absent in Japan, and the importance of Gag as an immune target is not clearly defined in this population. RESULTS: We generated chimeric NL4-3 viruses carrying patient-derived Gag-Protease from 306 treatment-naive Japanese individuals chronically infected with HIV-1 subtype B. We analyzed associations between Gag-Pro RC and clinical markers of HIV-1 infection and host HLA expression. We observed no significant correlation between Gag-Pro RC and pVL in Japan in the overall cohort. However, upon exclusion of individuals expressing Japanese protective alleles HLA-B*52:01 and B*67:01, Gag-Pro RC correlated positively with pVL and negatively with CD4 T-cell count. Our results thus contrast with studies from other global cohorts reporting significantly lower Gag-Pro RC among persons expressing protective HLA alleles, and positive relationships between Gag-Pro RC and pVL in the overall study populations. We also identified five amino acids in Gag-Protease significantly associated with Gag-Pro RC, whose effects on RC were confirmed by site-directed mutagenesis. However, of the four mutations that decreased Gag-Pro RC, none were associated with reductions in pVL in Japan though two were associated with lower pVL in North America. CONCLUSIONS: These data indicate that Gag fitness does not affect clinical outcomes in subjects with protective HLA class I alleles as well as the whole Japanese population. Moreover, the impact of Gag fitness costs on HIV-1 clinical parameters in chronic infection is likely low in Japan compared to other global populations.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 | 0.001 |
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 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".