Immune resilience in HIV-infected individuals seronegative for cytomegalovirus
Bibliographic record
Abstract
OBJECTIVE: Low CD4/CD8 T-cell ratios occur in conditions associated with reduced immune resilience, including older age and HIV infection. Effective antiretroviral therapy increases CD4/CD8 T-cell ratios, but often not to preinfection levels. The reasons for this deficit remain unclear. As cytomegalovirus (CMV) infection exacerbates falling CD4/CD8 T-cell ratios and immune senescence in the old elderly population, we investigated whether CMV infection is associated with refractory inversion of CD4/CD8 T-cell ratios and increased phenotypic evidence of immune senescence in HIV infection. DESIGN: An observational cohort study of HIV-infected individuals attending the Newfoundland and Labrador Provincial HIV Clinic in St. John's. METHODS: CMV infection status was determined by ELISA with infected cell lysate. Expression of CD28 and CD57 on CD8 T cells and cellular immune responses against CMV were measured by flow cytometry. We compared CD4/CD8 T-cell ratios, percentage of CD8 T cells expressing CD28 and percentage of CD8 T cells expressing CD57 between groups of HIV-infected persons discordant for CMV infection. RESULTS: The CMV-seronegative group had significantly higher CD4/CD8 T-cell ratios, more frequent normalization of the ratio to at least 1, and lesser phenotypic evidence of immune senescence. CONCLUSION: CMV infection is associated with reduced immune reconstitution in HIV infection, even with suppression of HIV replication below detectable levels. This suggests that CMV infection, or some related factor, influences immune resilience in the setting of HIV infection.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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 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".