Vaccinia Virus Particles Mix Inefficiently, and in a Way That Would Restrict Viral Recombination, in Coinfected Cells
Bibliographic record
Abstract
It is well established that poxviruses are subjected to genetic recombination, but attempts to map vaccinia virus genes using classical genetic crosses were historically confounded by high levels of experimental noise and a poor correlation between physical and genetic map distances. These virus-by-virus crosses also never produced the 50% recombinant progeny that should be seen in experiments involving distant markers. Poxviruses replicate in membrane-wrapped cytoplasmic structures called virosomes (or factories) and we have developed a method for tracking the development of these structures using live cell imaging and cells expressing phage lambda Cro protein fused to enhanced green fluorescent protein (EGFP). The EGFP-cro protein binds nonspecifically to DNA and permits live cell imaging of developing vaccinia virus factories. Using this method, we see virosomes first appearing about 4 to 5 h postinfection. The early virosomes exhibit a compact appearance and then, after a period of exponential growth lasting several hours, blur and start to dissipate in a process presumably linked to viral packaging. During the growth period, the virosomes migrate toward the nuclear periphery while colliding and fusing at a rate dependent upon the numbers of infecting particles. However, even at high multiplicities of infection (10 PFU/cell), we estimate approximately 20% of the virosomes never fuse. We have also used fluorescence in situ hybridization (FISH) methods to study virosomes formed by the fusion of viruses carrying different gene markers. FISH showed that DNA mixes rather poorly within fused virosomes and the amount of mixing is inversely dependent on the time between virosome appearance and fusion. Our studies suggest that the intracellular movement and mixing of virosomes create constraints that reduce opportunities for forming recombinants and that these phenomena create outcomes reflected in classical poxvirus genetics.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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".