Acute Rejection of Myofibers in Nonhuman Primates: Key Histopathologic Features
Bibliographic record
Abstract
The aim of this study was to define the histologic features of acute rejection of myofibers, particularly in the context of therapeutic myogenic cell transplantation. Myoblasts expressing or not expressing β-galactosidase were transplanted into 13 macaques that were divided into 3 protocols: withdrawal of immunosuppression, low immunosuppression, and progressive reduction of immunosuppression. The biopsy samples were obtained from cell-grafted sites at different intervals, and cryostat sections of biopsies were analyzed. The grafts were lost in all the monkeys at different periods after transplantation depending on the protocol and in association with low blood levels of tacrolimus. In all cases, graft loss was associated with the presence of dense focal accumulations of CD8-positive and CD4-positive lymphocytes and a component of macrophages. The lymphocyte accumulations totally or partially surrounded some myofibers and often invaded them; they were mainly endomysial. These histopathologic patterns in nonhuman primates and their similarity with preliminary observations in humans may facilitate the translation of these results to the histologic diagnosis of acute rejection of myofibers in human clinical trials of myogenic cell transplantation and probably gene therapy.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.000 | 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".