Molecular characterization of hepatitis B virus and a 9‐year clinical profile in a patient infected with genotype I
Bibliographic record
Abstract
An unusual hepatitis B virus (HBV) variant, assigned provisionally to genotype I, was recently reported, characterized by an anomalous genotyping pattern and putative recombination; however, the natural history of this unusual strain is unknown. This study analyzed longitudinal sera collected over a 9-year period from a patient infected with this variant to investigate the clinical profile and intrahost viral evolution over time. The patient, who had immigrated to Canada in 1998 from Vietnam, was treated with lamivudine in 2000. Approximately 4-5 years following the withdrawal of lamivudine therapy, a genomic "shift" occurred coincident with ALT flares and increasing HBV viral load, resulting in numerous stable nucleotide substitutions within the core coding region, suggesting altered immune control that may provide a selective advantage to the virus. Analysis of quasispecies diversity over time demonstrated further this shift, with two sequence clusters associated with time points either prior to or following relapse observed, including increased diversity among quasispecies prior to relapse. In keeping with the complex nature of genotype I strains, majority population genomes had a mean genetic distance from genotype C of 7.6 +/- 0.1%, although large genomic segments lacked significant homology with any HBV genotype. Further study is needed to understand the evolutionary origin and natural history of infection with this unique HBV variant.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".