Augmented hepatic interferon gamma expression and T-cell influx characterize acute hepatitis progressing to recovery and residual lifelong virus persistence in experimental adult woodchuck hepatitis virus infection
Why this work is in the frame
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Bibliographic record
Abstract
Woodchucks infected with woodchuck hepatitis virus (WHV) have profiles of liver disease and age-dependent rates of progression to chronic hepatitis (CH) comparable with those seen in human hepatitis B. The mechanism of recovery from acute hepadnaviral infection or its evolution to chronicity remains unknown, although the liver immune responses are expected to play an important role. To determine the dynamics of intrahepatic cytokine expression and T-cell involvement, and to assess their value in predicting the outcome of acute hepatitis (AH) in the adult onset of WHV infection, we evaluated liver transcription of interferon gamma (IFN-gamma); tumor necrosis factor alpha (TNF-alpha); interleukins (IL)-2, -4, and -6; and the T-cell influx in relation to disease histologic severity and virus load in serial liver biopsies collected during the life span of experimentally infected woodchucks. Our results show that recovery from viral AH in adulthood is preceded by a significantly greater hepatic expression of IFN-gamma and CD3, an increased TNF-alpha transcription, lower hepatic WHV load, and a greater degree of liver inflammation than those in acute infection with CH outcome. Furthermore, we have learned that the elevated IFN-gamma, TNF-alpha, and CD3 expression in the liver endures for years not only in CH, but also, although to a lesser extent, in apparently completely resolved infection. This is consistent with our previous findings that residual WHV replication and remnant liver inflammation continue for life after recovery from AH. This study indicates that antiviral cytokines, in particular IFN-gamma, may play a central role in the long-term control of occult hepadnavirus persistence in the liver.
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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