Generation of T Cells from Human Embryonic Stem Cells.
Bibliographic record
Abstract
Abstract Background: Human embryonic stem cells (hESC) are derived from early stage blastocysts and are characterized by the ability to both self-renew and to generate differentiated functional cell types. One of the major challenges in the field of hESC research, is to set up a culture system that drives hESC down a particular lineage fate. To date, studies reporting hematopoietic development have not provided evidence on the differentiation capacity of hESC into T lineage cells in vitro. Material and Methods: hESC line H1 (National Institutes of Health [NIH] code: WA01), Wisconson, Madison, USA) was used (Passage 30–60) in all experiments. The hESC line was kept in an undifferentiated state on MEFs as previously described. OP9 cells and OP9 cells that express high levels of the Notch ligand Delta-like 1 (OP9-DLL1, a gift from J. C. Zuniga-Pflücker, University of Toronto, Canada) were cultured as previously described in MEM-α with 20 % FCS. Results: Our data show that T cells can be generated in vitro from hESC in a robust and highly reproducible manner using the sequential exposure of hESC to the murine OP9 cell line and OP9-DLL1. On OP9 stromal layers, a CD34highCD43dim hematopoietic precursor population is generated that is confined to vascular-like structures, reminiscent of blood islands that emerge during in vivo embryonic development. This precursor population becomes T lineage committed when exposed to OP9-DLL1 monolayers, passing sequentially through a CD34+CD7+ phenotype, a CD4+CD8+ double positive intermediate stage and eventually differentiates into a mature T cells. Polyclonal T cells are generated, cell receptor (TCR) alpha-beta and TCRgamma-delta which are functional based on proliferative capacity and production of cytokines after TCR crosslinking. Conclusion: We show that mature and functional T cells can be generated from hESC using well defined in vitro conditions. This protocol in combination with the recently described induced pluripotent cells may find clinical applicability in tumor immunology.
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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) | 0.004 | 0.003 |
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".