Central Role for Interferon-γ Receptor in the Regulation of Renal MHC Expression
Bibliographic record
Abstract
The role of the interferon-gamma (IFN-gamma) receptor 1 (IFN-gammaR1) was investigated in the regulation of MHC expression in kidney in the basal state, in response to potent inflammatory stimuli, and after renal injury. In this study, MHC regulation in mice lacking IFN-gammaR due to targeted disruption of the IFN-gammaR1 gene (GRKO mice) was compared with regulation in 129Sv/J mice with wild-type IFN-gammaR1 genes. Basal class I expression was reduced by approximately 45% in kidneys of GRKO mice, while basal class II expression was confined to interstitial cells and was not reduced in GRKO kidneys. Recombinant IFN-gamma administration induced widespread expression of class I and II in renal tubules, arterial endothelium, and glomeruli of 129Sv/J mice, but produced no change in kidneys of GRKO mice. Potent systemic inflammatory stimuli (injections of allogeneic cells, skin sensitization with oxazolone, and injection of bacterial lipopolysaccharide) significantly induced both class I and class II expression in 129Sv/J mice, but not in GRKO mice. Acute renal injury increased local expression of class I and II in both 129Sv/J and GRKO mice, but the induction in GRKO mice was reduced compared with 129Sv/J mice. Thus, the IFN-gamma receptor plays a unique and nonredundant role in the regulation of renal MHC in the response to inflammation, in the response to renal injury, and in the basal state.
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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 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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".