Shroom3, a Gene Associated with CKD, Modulates Epithelial Recovery after AKI
Why this work is in the frame
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Bibliographic record
Abstract
Background Ischemia-induced AKI resulting in tubular damage can often progress to CKD and is a common cause of nephrology consultation. After renal tubular epithelial damage, molecular and cellular mechanisms are activated to repair and regenerate the damaged epithelium. If these mechanisms are impaired, AKI can progress to CKD. Even in patients whose kidney function returns to normal baseline are more likely to develop CKD. Genome-wide association studies have provided robust evidence that genetic variants in Shroom3, which encodes an actin-associated protein, are associated with CKD and poor outcomes in transplanted kidneys. Here, we sought to further understand the associations of Shroom3 in CKD. Methods Kidney ischemia was induced in wild-type (WT) and Shroom3 heterozygous null mice ( Shroom3Gt/+ ) and the mechanisms of cellular recovery and repair were examined. Results A 28-minute bilateral ischemia in Shroom3Gt/+ mice resulted in 100% mortality within 24 hours. After 22-minute ischemic injury, Shroom3Gt/+ mice had a 16% increased mortality, worsened kidney function, and significantly worse histopathology, apoptosis, proliferation, inflammation, and fibrosis after injury. The cortical tubular damage in Shroom3Gt/+ was associated with disrupted epithelial redifferentiation, disrupted Rho-kinase/myosin signaling, and disorganized apical F-actin. Analysis of MDCK cells showed the levels of Shroom3 are directly correlated to apical organization of actin and actomyosin regulators. Conclusion These findings establish that Shroom3 is required for epithelial repair and redifferentiation through the organization of actomyosin regulators, and could explain why genetic variants in Shroom3 are associated with CKD and allograft rejection.
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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 | 0.000 |
| 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 it