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Record W2112582649 · doi:10.1182/blood-2003-01-0224

In vitro generation of T lymphocytes from embryonic stem cell–derived prehematopoietic progenitors

2003· article· en· W2112582649 on OpenAlexaff
Renée F. de Pooter, Sarah K. Cho, James R. Carlyle, Juan Carlos Zúñiga‐Pflücker

Bibliographic record

VenueBlood · 2003
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPluripotent Stem Cells Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsEmbryonic stem cellBiologyCell biologyProgenitor cellHaematopoiesisIn vitroStem cellCellular differentiationImmunologyCellGenetics

Abstract

fetched live from OpenAlex

Embryonic stem (ES) cells can differentiate into most blood cells in vitro, providing a powerful model system to study hematopoiesis. However, ES cell-derived T lymphocytes have not been generated in vitro, and it was unresolved whether such potential is absent or merely difficult to isolate. Because the latter case might result from rapid commitment to non-T-cell fates, we isolated ES cell-derived prehematopoietic precursors for reconstitution of fetal thymic organ cultures. We found a transient Flk1+CD45- subset of these precursors generated T lymphocytes in vitro, and the use of reaggregate thymic organ cultures greatly enhanced reconstitution frequency. These findings reveal that ES cells can exhibit in vitro T-cell potential, but this is restricted to early stages of ES cell differentiation. Moreover, the results support the notion that the thymic microenvironment can induce T-cell differentiation from a subset of prehematopoietic progenitors and suggest deficient migration into intact thymi hindered previous attempts to generate T cells in vitro from ES cell-derived progenitors. These findings demonstrate that a defined subset of ES cells has the potential to generate T cells in vitro and could contribute to greater understanding of the molecular events of hematopoietic induction and T-cell lineage commitment.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.001

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.

Opus teacher head0.014
GPT teacher head0.234
Teacher spread0.220 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations72
Published2003
Admission routes1
Has abstractyes

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