Mechanisms Involved in Targeted Gene Replacement in Mammalian Cells
Bibliographic record
Abstract
The "ends-out" or omega (Omega)-form gene replacement vector is used routinely to perform targeted genome modification in a variety of species and has the potential to be an effective vehicle for gene therapy. However, in mammalian cells, the frequency of this reaction is low and the mechanism unknown. Understanding molecular features associated with gene replacement is important and may lead to an increase in the efficiency of the process. In this study, we investigated gene replacement in mammalian cells using a powerful assay system that permits efficient recovery of the product(s) of individual recombination events at the haploid, chromosomal mu-delta locus in a murine hybridoma cell line. The results showed that (i) heteroduplex DNA (hDNA) is formed during mammalian gene replacement; (ii) mismatches in hDNA are usually efficiently repaired before DNA replication and cell division; (iii) the gene replacement reaction occurs with fidelity; (iv) the presence of multiple markers in one homologous flanking arm in the replacement vector did not affect the efficiency of gene replacement; and (v) in comparison to a genomic fragment bearing contiguous homology to the chromosomal target, gene targeting was only slightly inhibited by internal heterology (pSV2neo sequences) in the replacement vector.
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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 | 0.000 | 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 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".