Influence of HLA-B57 on clinical presentation and viral control during acute HIV-1 infection
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
BACKGROUND: HLA-B57, as well as cytotoxic T-lymphocyte (CTL) responses restricted by this allele, have been strongly associated with long-term non-progressive chronic HIV-1 infection. However, their impact on viral replication during acute HIV-1 infection is not known. METHODS: Clinical and immunological parameters during acute and early HIV-1 infection in individuals expressing HLA-B57 were assessed. HIV-1-specific T-cell responses were determined by peptide-specific interferon-gamma production measured using Elispot assay and flow-based intracellular cytokine quantification. RESULTS: Individuals expressing HLA-B57 presented significantly less frequently with symptomatic acute HIV-1 infection (4/116, 3.4%) than expected from the frequency of chronically infected individuals expressing this allele (43/446, 9.6%; P < 0.05). During acute infection, virus-specific CD8 T-cell responses were dominated by HLA-B57-restricted responses, with significantly broader (P < 0.02) and stronger (P < 0.03) responses restricted by HLA-B57 than restricted by all other co-expressed HLA class I alleles combined. Six out of nine individuals expressing HLA-B57 controlled HIV-1 viremia in the absence of therapy at levels < 5000 copies/ml (median, 515 copies/ml) during up to 29 months following acute infection. CONCLUSION: These data demonstrate that host genetic factors can influence the clinical manifestations of acute HIV-1 infection and provide a functional link between HLA-B57 and viral immune control.
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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 | 0.000 | 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 it