Pod1 is required in stromal cells for glomerulogenesis
Bibliographic record
Abstract
Pod1 (capsulin/epicardin/Tcf21) is a basic-helix-loop-helix transcription factor that is highly expressed in the mesenchyme of developing organs that include the kidney, lung, gut, and heart. Null Pod1 mice are born but die shortly after birth due to a lack of alveoli in the lungs and cardiac defects. In addition, the kidneys are hypoplastic and demonstrate disrupted branching morphogenesis of the ureteric bud epithelium, a marked reduction in the number of nephrons, a delay in glomerulogenesis, and blood vessel abnormalities. To further dissect the cellular function of Pod1 during kidney development, chimeric mice were generated through aggregations of null Pod1 embryonic stem cells and murine embryos ubiquitously expressing enhanced green fluorescent protein (GFP). Histologic, immunohistochemical, and in situ hybridization analysis of the resulting chimeric offspring demonstrated both cell autonomous and non-cell autonomous roles for Pod1 in the differentiation of specific renal cell lineages that include peritubular interstitial cells and pericytes. Most strikingly, the glomerulogenesis defect was rescued by the presence of wild-type stromal cells, suggesting a non-cell autonomous role for Pod1 in this cell population.
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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) | 0.000 | 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) | 0.001 | 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".