Activin A Promotes Hematopoietic Fated Mesoderm Development Through Upregulation of Brachyury in Human Embryonic Stem Cells
Bibliographic record
Abstract
The development of the hematopoietic system involves multiple cellular steps beginning with the formation of the mesoderm from the primitive streak, followed by emergence of precursor populations that become committed to either the endothelial or hematopoietic lineages. A number of growth factors such as activins and fibroblast growth factors (FGFs) are known to regulate the early specification of hematopoietic fated mesoderm, notably in amphibians. However, the potential roles of these factors in the development of mesoderm and subsequent hematopoiesis in the human have yet to be delineated. Defining the cellular and molecular mechanisms by which combinations of mesoderm-inducing factors regulate this stepwise process in human cells in vitro is central to effectively directing human embryonic stem cell (hESC) hematopoietic differentiation. Herein, using hESC-derived embryoid bodies (EBs), we show that Activin A, but not basic FGF/FGF2 (bFGF), promotes hematopoietic fated mesodermal specification from pluripotent human cells. The effect of Activin A treatment relies on the presence of bone morphogenetic protein 4 (BMP4) and both of the hematopoietic cytokines stem cell factor and fms-like tyrosine kinase receptor-3 ligand, and is the consequence of 2 separate mechanisms occurring at 2 different stages of human EB development from mesoderm to blood. While Activin A promotes the induction of mesoderm, as indicated by the upregulation of Brachyury expression, which represents the mesodermal precursor required for hematopoietic development, it also contributes to the expansion of cells already committed to a hematopoietic fate. As hematopoietic development requires the transition through a Brachyury+ intermediate, we demonstrate that hematopoiesis in hESCs is impaired by the downregulation of Brachyury, but is unaffected by its overexpression. These results demonstrate, for the first time, the functional significance of Brachyury in the developmental program of hematopoietic differentiation from hESCs and provide an in-depth understanding of the molecular cues that orchestrate stepwise development of hematopoiesis in a human system.
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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 | 0.000 |
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 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".