IL-7-dependent STAT-5 activation and CD8+ T cell proliferation are impaired in HIV infection
Bibliographic record
Abstract
This study tests the hypothesis that IL-7 signaling and activity of CD8(+) T cells are impaired in HIV infection. IL-7 is necessary for optimal CTL activity and T cell survival and proliferation. Defects in IL-7R signaling may contribute to impaired activity of IL-7 observed in progressive HIV disease. A decreased proportion of CD8(+) T cells expressing the IL-7Rα chain (CD127) in progressive HIV disease would be expected to affect IL-7 activity. Alternatively, disease-associated defects of remaining CD8(+)CD127(+) T cells may influence IL-7 responsiveness. Therefore, the IL-7 responsiveness of CD8(+)CD127(+) T cells from HIV(-) and untreated or treated HIV(+) individuals was investigated. Blood was collected from HIV(-) and untreated or effectively treated HIV(+) (<50 viral copies/ml for >1 year) individuals, and CD8(+)CD127(+) T cells were isolated and cultured with IL-7. Indicators of IL-7 signaling (P-STAT5) and activity (Bcl-2 and proliferation) were evaluated by flow cytometry. Isolated CD8(+)CD127(+) T cells from untreated HIV(+) individuals expressed significantly less P-STAT5 in response to IL-7 compared with CD8(+)CD127(+) T cells from HIV(-) individuals. In effectively treated HIV(+) individuals, CD8(+)CD127(+) T cells also expressed significantly lower levels of P-STAT5 compared with HIV(-) individuals. IL-7-dependent proliferation of CD8(+)CD127(+) T cells from untreated HIV(+) individuals was similarly impaired. In contrast, IL-7-induced Bcl-2 expression was not impaired in CD8(+)CD127(+) T cells from HIV(+) individuals. These data demonstrate that IL-7/IL-7R dysfunction in HIV infection may contribute to IL-7-specific signaling defects. Decreased, IL-7-dependent activation of STAT5 and impaired proliferation may negatively impact the maintenance of CD8(+) T cell responsiveness in HIV infection.
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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 | 0.000 | 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 | 0.001 |
| 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 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".