Overexpression of Cyclooxygenase-2 Predisposes to Podocyte Injury
Bibliographic record
Abstract
Increased podocyte cyclooxygenase-2 (COX-2) expression is seen in rats after renal ablation and Thy-1 nephritis and in cultured murine podocytes in response to mechanical stress. For investigation of whether COX-2 overexpression plays a role in podocyte injury, transgenic B6/D2 mice in which COX-2 expression was driven by a nephrin promoter were established. Selective upregulation of COX-2 expression in podocytes of transgenic mouse kidneys was confirmed by immunoblotting and immunohistochemistry. Whether upregulation of podocyte-specific COX-2 expression enhanced sensitivity to the development of Adriamycin nephropathy was examined. Adriamycin administration induced dramatically more albuminuria and foot process effacement and reduced glomerular nephrin mRNA and immunoreactivity in transgenic mice compared with wild-type littermates. Adriamycin also markedly increased immunoreactive COX-2 expression in podocytes from transgenic mice compared with the wild-type mice. Reverse transcriptase-PCR indicated that this increase represented a stimulation of endogenous COX-2 mRNA expression rather than COX-2 mRNA driven by the nephrin promoter. Balb/C mice, which are susceptible to renal injury by Adriamycin, also increased podocyte COX-2 expression and reduced nephrin expression in response to administration of the drug. Long-term treatment with the COX-2-specific inhibitor SC58236 ameliorated the albuminuria that was induced by Adriamycin in the transgenic mice. SC58236 also reduced Adriamycin-induced foot process effacement in both the COX-2 transgenic mice and Balb/C mice. Therefore, overexpression of COX-2 may predispose podocytes to further injury.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".