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Record W4416446694 · doi:10.1093/jimmun/vkaf283.023

Molecular controls of T-lineage differentiation and thymus engraftment from human induced pluripotent stem cells 2056

2025· article· en· W4416446694 on OpenAlexaffabout
Yangmin Qiu, Juan Carlos Zúñiga‐Pflücker

Bibliographic record

VenueThe Journal of Immunology · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPluripotent Stem Cells Research
Canadian institutionsSunnybrook HospitalUniversity of TorontoSunnybrook Health Science Centre
Fundersnot available
KeywordsStem cellHaematopoiesisProgenitor cellInduced pluripotent stem cellImmune systemT cellAntigenLymphopoiesisCellular differentiation

Abstract

fetched live from OpenAlex

Abstract Description The primary cell sources of T cell-based immunotherapies are autologous mature T cells from patients. Mature T cells are expanded in vitro and infused back for treatment after being armed by genes like chimeric antigen receptors. T cell resources limit this strategy. Human induced pluripotent stem cells (iPSC), which can be differentiated into mature T lineage cells in vitro, provide a potential alternative cellular source. We envision a strategy of transplanting iPSC-derived progenitor T cells (Pro-T) that are able to engraft the host thymus and develop into self-tolerant and self-MHC-restricted mature T cells via intrathymic selection steps. However, the successful engraftment of either iPSC-derived hematopoietic stem cells or Pro-T remains a major unresolved challenge. Our research aims to determine the necessary molecular cues required for iPSC-derived Pro-T thymus engraftment to enable the strategy. Our single-cell RNA-seq data shows that iPSC-derived Pro-T are more similar to fetal Pro-T than adult thymus, with a high signature Lin28b RNA expression. We used a fetal thymic organ culture (FTOC) approach to test thymus engraftment and RNA-seq to show that knocking-out LIN28B expression allows iPSC-derived Pro-T to engraft FTOCs, similar to cord blood-derived Pro-T. By further exploring LIN28B’s function during human T cell development, targeted LIN28B pathway inhibition could be used to enhance the iPSC-derived Pro-T engraftment ability for future clinical applications. Funding Sources Funding was provided by Grant 1158417 from the Cancer Research Society and the Leukemia & Lymphoma Society of Canada. Topic Categories Hematopoiesis and Immune System Development (HEM)

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 score0.007

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 integrity0.0000.000
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 head0.010
GPT teacher head0.254
Teacher spread0.243 · 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

Citations0
Published2025
Admission routes2
Has abstractyes

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