A Reproducible and Simple Method to Generate Red Blood Cells from Human Pluripotent Stem Cells
Bibliographic record
Abstract
Erythroid cells generated from human pluripotent stem cells (hPSCs) can potentially offer an unlimited and safe supply of red blood cells (RBCs) for transfusion. Human PSC-derived erythroid cells at various stages of differentiation can also be used to model blood diseases, test new drug candidates, and develop cellular and genetic therapies. Although several protocols for deriving RBCs from hPSCs have been described, these are typically complex, involving multiple culture steps that may include co-culture with feeder cells, and exhibit large variability in erythroid cell yields between hPSC lines and replicate experiments. We have developed a straightforward, serum-free and feeder-free culture method to generate erythroid cells from hPSCs with high yields and high purity. The method has been validated on multiple human embryonic stem (ES) cell lines (H1, H7, H9) and induced pluripotent stem (iPS) cell lines (WLS-1C, STiPS-F016, STiPS-B004). The protocol involves two steps: hematopoietic specification of hPSCs, followed by differentiation of hPSC-derived hematopoietic stem and progenitor cells (HSPCs) into erythroid cells. Lineage specification and differentiation is driven by only three supplements that combine cytokines and other factors to support optimal differentiation efficiency and cell yield across cell lines. In the first step, small hPSC aggregates routinely maintained in feeder-free maintenance medium, are plated onto matrigel-coated microwells, and specification to mesoderm and subsequent hematoendothelial differentiation is induced by addition of successive expansion supplements. This phase promotes extensive hematopoietic progenitor cell generation, with a single hPSC producing on average 142 HSPCs (range: 50 - 360, n = 3 experiments) by day 10 across all six ES and iPS cell lines tested. The average frequency of cells expressing CD43, an embryonic pan-hematopoietic marker, is 92% (range: 85 - 95%), and the frequency of CD34+ cells ranges between 24-55%. In the second, erythroid differentiation step, hPSC-derived HSPCs expand on average 300-fold (range: 80 - 1000) within 10 - 14 days, and the average frequency of GlyA+ cells is 75% (range: 70 - 85%). Cumulatively, this results in the generation of on average 30,000 GlyA+ cells (range: 10,000 - 80,000) per initial hPSC after 20 - 24 days. Further maturation in 7-day cultures containing EPO and human serum resulted in a > 90% pure population of GlyA+ erythroid cells. Notably, no cell loss was observed during the maturation phase, resulting in an average yield of 50,000 GlyA+ cells (range: 10,000 - 220,000) per single initial hPSC on day 31. Differentiated cells were characterized by orthochromatic normoblast morphology and decreased CD71 expression, consistent with erythroid maturation. Erythroid cells generated in this differentiation culture system expressed a mix of 'primitive' and 'definitive' hemoglobin types, but with adult and fetal hemoglobin being expressed at higher levels than embryonic hemoglobin. The observed enucleation rates of hPSC-derived erythroid cells are consistent with current reports and are subject to further optimization. In summary, we have developed a two-step, serum- and feeder-free erythroid differentiation method to generate large numbers of erythroid cells from multiple hPSC lines. This culture system provides a simple, standardized and reproducible platform to generate RBCs from hPSCs with high yields and efficiency for basic and translational research. Disclosures Walasek: STEMCELL Technologies, Inc: Employment. Chau:STEMCELL Technologies, Inc: Employment. Barborini:STEMCELL Technologies, Inc: Employment. Richardson:STEMCELL Technologies, Inc: Employment. Szilvassy:STEMCELL Technologies, Inc: Employment. Louis:STEMCELL Technologies, Inc: Employment. Thomas:STEMCELL Technologies, Inc: Employment. Eaves:STEMCELL Technologies, Inc: Employment. Wognum:STEMCELL Technologies, Inc: Employment.
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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 | 0.000 | 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 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".