PG13 Packaging Cells Produce Recombinant Retroviruses Carrying a Diphtheria Toxin Mutant Which Kills Cancer Cells
Bibliographic record
Abstract
The development of suicide gene therapy with gene products that are directly toxic to cells, such as the A subunit of diphtheria toxin (DT-A), has been hampered by the difficulty of engineering recombinant viruses. DT-A is a strong inhibitor of protein synthesis that acts by ADP-ribosylating elongation factor 2, and a low level of DT-A expression in virus producer cells prevents the production of recombinant virus. We analyzed here the natural resistance of packaging cells to DT-A toxicity, and we report that PG13 and PA317 packaging cell lines are resistant to H21G, a DT-A mutant. PG13 cells produce recombinant H21G virus that efficiently kills a variety of human tumor cells. Our finding indicates that PG13 packaging cells provide a new potential for the development of DT-A-based suicide gene therapy.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 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 | 0.001 |
| 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".