Circulation-Independent Differentiation Pathway from Extraembryonic Mesoderm toward Hematopoietic Stem Cells via Hemogenic Angioblasts
Bibliographic record
Abstract
A large gap exists in our understanding of the course of differentiation from mesoderm to definitive hematopoietic stem cells (HSCs). Previously, we reported that Runx1(+) cells in embryonic day 7.5 (E7.5) embryos contribute to the hemogenic endothelium in the E10.5 aorta-gonad-mesonephros (AGM) region and HSCs in the adult bone marrow. Here, we show that two Runx1(+) populations subdivided by Gata1 expression exist in E7.5 embryos. The hemogenic endothelium and the HSCs are derived only from the Runx1(+)Gata1(-) population. A subset of this population moves from the extra- to intraembryonic region during E7.5-E8.0, where it contributes to the hemogenic endothelium of the dorsal aorta (DA). Migration occurs before the heartbeat is initiated, and it is independent of circulation. This suggests a developmental trajectory from Runx1(+) cells in the E7.5 extraembryonic region to definitive HSCs via the hemogenic endothelium.
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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 | 0.001 |
| 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".