In Vitro Systems for the Study of T Cell Development: Fetal Thymus Organ Culture and OP9‐DL1 Cell Coculture
Why this work is in the frame
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Bibliographic record
Abstract
Most T cell development occurs within the thymus and includes a series of selection processes that are, in large part, still poorly understood. Studies of T cell development have been greatly advanced by the description of multiple phenotypic subsets of T cells and their maturational relationships. This unit describes a system for observing and modulating T cell development in vitro via the culture of entire mouse fetal thymic lobes. Methods are included for the isolation of fetal thymi and culture to allow for normal T cell development on either transwell plates or Gelfoam sponges. A method for depleting hematopoietic cells from thymic lobes using 2'-deoxyguanosine and subsequent reconstitution with precursor cells is also described. This protocol is valuable for the study of tolerance and T cell selection. A support protocol describing methods of altering and monitoring T cell development are outlined. In addition, methods for culturing fetal thymic lobes under high oxygen submersion conditions and for the preparation of reaggregate thymus organ cultures are provided. Finally, a simple and practical method that allows for the thymus-independent generation of T cells from defined sources of stem/progenitor cells by OP9-DL1 coculture is described.
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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) | 0.000 | 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 it