Specific antibody production by VH-gene replacement
Bibliographic record
Abstract
V(H)-gene replacement is a recombination event in which a pre-existing immunoglobulin heavy chain gene can be altered by the replacement of the rearranged V(H) gene segment with another V(H) gene segment. Although this event has been demonstrated in various model systems, its role in generating antibody diversity is still unsettled. We have used a genetically modified mouse strain, QM, with a quasi monoclonal primary B cell repertoire specific for NP to determine whether V(H) gene replacement can generate a new antigen specificity. Hybridomas generated from QM splenocytes after immunization with different antigens, gave rise to antibodies with specificity to the immunizing antigen or with new specificities. We found V(H)-gene replacement was used to change the original heavy chain gene rearrangement specific for NP into a heavy chain gene encoding the new antigen specificity. V(H)-gene replacement intermediates were detected both before and after the immunization, suggesting that the event was selective rather than instructive. These results demonstrate that V(H)-gene replacement can generate a new antibody heavy chain gene with a different functional and selectable antigen specificity.
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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 | 0.000 |
| 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) | 0.003 | 0.001 |
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".