Co‐stimulation blockade targeting CD154 and CD28/B7 modulates the induced antibody response after a pig‐to‐baboon cardiac xenograft
Bibliographic record
Abstract
BACKGROUND: The induced antibodies against Galalpha1,3Gal (Gal) and non-Gal epitopes may contribute to delayed xenograft rejection (DXR). We asked whether blockade of the CD40/CD154 and CD28/B7 co-stimulatory pathways modulates the baboon elicited antibody response to pig Gal and non-Gal antigens. METHODS: Eighteen baboons received heterotopic heart transplants from pigs transgenic for human decay-accelerating factor (n = 13) or membrane cofactor protein (n = 5). Ten reference ''conventional therapy'' animals received cyclosporin A, cyclophosphamide and mycophenolate mofetil, with (n = 4) or without (n = 6) anti-CD20. Eight ''co-stimulation blockade'' animals received anti-CD154 mAb (IDEC-131) and anti-thymocyte globulin, with (n = 4) or without (n = 4) anti-CD20; two of these animals also received CTLA4-Fc. Anti-alphaGal IgG and IgM, anti-non-Gal antibodies and graft histology were assessed serially. RESULTS: Excluding two early graft failures, median graft survival with conventional therapy was 15 days (range 6 to 36 days, n = 8). Anti-Gal IgG antibody remained low through day 6 to 10, only one graft failure was accompanied by significant rise in anti-Gal IgG, and the anti-non-Gal response was weak (n = 2) or absent (n = 7). However many recipients succumbed with infection (n = 4) or coagulopathy (n = 2); DXR and ICOS+ T cells were prevalent in long-surviving grafts. With co-stimulation blockade, excluding three early graft failures, median graft survival was 7 days (range 6 to 11 days, n = 5). This regimen was very well tolerated, but increased anti-Gal antibody titer within 14 days was associated with graft failure in four of six animals. Although an anti-non-Gal response was present in three of six animals during IDEC-131 monotherapy (one strong, two weak), it was absent in both cases with additional CTLA4-Fc treatment. CONCLUSIONS: As used here, CD154 blockade alone does not completely prevent induction of Gal and non-Gal anti-pig antibodies. Our preliminary data suggest that other co-stimulation pathways, including CD28/B7 and ICOS, are sufficient to mediate high-titer anti-non-Gal antibody to porcine antigens in baboons, and contribute significantly to the pathogenesis of DXR.
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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) | 0.000 | 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".