Influence of Hepatitis C Virus Sustained Virological Response on Immunosuppressive Tryptophan Catabolism in ART-Treated HIV/HCV Coinfected Patients
Bibliographic record
Abstract
BACKGROUND: We previously reported an association between tryptophan (Trp) catabolism and immune dysfunction in HIV monoinfection. Coinfection with HIV is associated with more rapid evolution of hepatitis C virus (HCV)-associated liver disease despite antiretroviral therapy (ART), possibly due to immune dysregulation. We hypothesized that liver fibrosis in HIV/HCV coinfection would be associated with immune dysfunction and alterations in Trp metabolism. METHODS: Trp catabolism and inflammatory soluble markers were assessed in plasma samples from ART-treated HIV/HCV-coinfected patients (n = 90) compared with ART-treated HIV-monoinfected patients and noninfected subjects. Furthermore, 17 additional coinfected patients with sustained virological response (SVR) were assessed longitudinally 6 months after completion of interferon-α/ribavirin treatment. RESULTS: HIV/HCV patients had higher Trp catabolism compared with HIV-monoinfected and healthy individuals. Elevated kynurenine levels in HIV/HCV patients with liver fibrosis correlated with the prognostic aspartate aminotransaminase to platelet ratio (APRI scores) and insulin levels. Furthermore, HIV/HCV patients had elevated levels of disease progression markers interleukin-6 and induced protein 10 and shared similar levels of markers of microbial translocation (intestinal fatty acid-binding protein, soluble CD14 and lipopolysaccharide-binding protein) compared with HIV-monoinfected and healthy individuals. Successful HCV treatment improved APRI score and markers of disease progression and microbial translocation although elevated Trp catabolism remained unchanged 6 months after SVR. CONCLUSION: ART-treated HIV/HCV-coinfected patients had elevated immunosuppressive Trp catabolism when compared with monoinfected HIV-treated patients, which did not normalize after SVR. These findings suggest that a necroinflammatory liver syndrome persists through inflammation by Trp catabolism after 6 month of SVR.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| 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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".