Epigenetic changes in the DAP‐kinase CpG island in pediatric lymphoma
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Bibliographic record
Abstract
BACKGROUND: Hypermethylation of CpG islands in the promoter region of death-associated protein kinase (DAP-kinase) coupled with the loss of gamma-interferon-induced apoptosis have been reported in B-cell malignancies suggesting a role in pathogenesis or prognosis. Along with B-cell malignancies, pediatric lymphomas also include T-cell non-Hodgkin lymphoma (NHL), anaplastic large cell lymphoma, and Hodgkin disease, each with unique prognoses. The purpose of this study was to elucidate epigenetic changes in the DAP-kinase promoter region of pediatric cases to determine associations with aberrant hypermethylation. PROCEDURES: Thirty-nine cases of different lymphoid pathology [10 Burkitt lymphoma, 1 B-cell NHL; 7 T-cell lymphoblastic lymphoma; 4 anaplastic large cell lymphoma (LCL); 2 B-cell LCL; 14 nodular sclerosing Hodgkin disease (NSHD); and 1 B-cell acute lymphoblastic leukemia (ALL)] had methylation-specific polymerase chain reaction performed on bisulfite-treated DNA, which distinguishes the methylation status of the promoter region, and DAP-kinase mRNA expression assays performed on available specimens. RESULTS: In normal lymphocytes, the CpG islands in the promoter region were unmethylated, as were the T-cell lymphoblastic lymphoma and anaplastic LCL. In contrast, 100% of the Burkitt lymphoma (10/10) and B-cell ALL (1/1) were hypermethylated. Of the specimens with mRNA available, 7/8 Burkitt lymphoma had no DAP-kinase mRNA expression compared to normal expression in 3/3 and 4/4 T-cell lymphoblastic lymphoma and NSHD, respectively. CONCLUSIONS: In these pediatric lymphoid tumors, hypermethylation of the DAP-kinase promoter region with associated loss of DAP-kinase gene expression was associated with B-cell malignancies and thus may be important in the development and/or provide a prognostic tool in B- cell lymphomas.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.001 | 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