Characterization of Bone Marrow Stromal Abnormalities in a Patient with Constitutional Trisomy 8 Mosaicism and Myelodysplastic Syndrome
Bibliographic record
Abstract
The development of myeloid leukemias and myelodysplastic syndrome (MDS) is common in children with trisomy 8 mosaicism. However, the mechanisms by which the presence of an additional chromosome 8 translates to an increased risk of leukemias and MDS is currently unknown. The authors describe the analysis of stromal cells from a pediatric MDS patient with constitutional trisomy 8. Patient and control marrow stromal cells were analyzed for alterations in cytokine production. Clonogenic assays were used to examine stromal support for hematopoiesis. The interplay between leukemia cells and stroma was studied by co-culture experiments. The results indicate that stromal cell function in this patient was seriously altered in favor of progenitor cell proliferation and expansion. This indicates that constitutional trisomy 8 in stromal cells plays a critical role in the pathogenesis of MDS.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 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".