Complement Factor H Deficiency in Acute Allograft Glomerulopathy and Post-Transplant Hemolytic Uremic Syndrome
Bibliographic record
Abstract
Acute allograft glomerulopathy (AAG) is a distinct form of allograft rejection characterized by cytotoxic T-cell-mediated injury to the renal glomerular and arteriolar endothelium. Acute allograft glomerulopathy is characterized by mononuclear cell infiltration of glomerular capillary tufts in association with endothelial cell hypertrophy and injury. Intra-glomerular thrombi have been described in AAG, suggesting that overlapping features of AAG and post-transplant thrombotic microangiopathy (TMA) may coexist. We present a case suggesting that complement factor H deficiency, a known hereditary risk factor for TMA, may also favor development of AAG. We discuss the potential implications of factor H deficiency in the pathophysiology of renal allograft microvascular injury, leukocyte infiltration and formation of intraglomerular platelet thrombi. We propose that unopposed complement activation is a risk factor for both immune and nonimmune forms of microvascular injuries in renal allografts.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".