Nodal Expression in the Uterus of the Mouse Is Regulated by the Embryo and Correlates with Implantation1
Bibliographic record
Abstract
Nodal, a transforming growth factor beta (TGFB) superfamily member, plays a critical role during early embryonic development. Recently, components of the Nodal signaling pathway were characterized in the human uterus and implicated in the tissue remodeling events during menstruation. Furthermore, the Nodal inhibitor, Lefty, was identified in the mouse endometrium during pregnancy, and its overexpression led to implantation failure. Nonetheless, the precise function and mechanism of Nodal signaling during pregnancy remains unclear. In order to elucidate the potential roles Nodal plays in these processes, we have generated a detailed profile of maternal Nodal expression in the mouse uterus throughout pregnancy. NODAL, although undetectable during the nonpregnant estrus cycle, was localized throughout the glandular epithelium of the endometrium during the peri-implantation period. Interestingly, Nodal expression generated a banding pattern along the proximal-distal axis of the uterine horn on Day 4.5 that directly correlated with blastocyst implantation. Embryo transfer experiments indicate the embryo regulates Nodal expression in the uterus and directs its expression at the time of implantation, restricting NODAL to the sites between implantation crypts. During the later stages of pregnancy, Nodal exhibits a dynamic expression profile that suggests a role in regulating the endometrial response to decidualization and associated trophoblast invasion.
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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 | 0.001 | 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 | 0.001 |
| 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".