EZH2-mediated epigenetic silencing in germinal center B cells contributes to proliferation and lymphomagenesis
Bibliographic record
Abstract
EZH2 is the catalytic subunit of the PRC2 Polycomb complex and mediates transcriptional repression through its histone methyltransferase activity. EZH2 is up-regulated in normal germinal center (GC) B cells and is implicated in lymphomagenesis. To explore the transcriptional programs controlled by EZH2, we performed chromatin immunoprecipitation (ChIP-on-chip) in GC cells and found that it binds approximately 1800 promoters, often associated with DNA sequences similar to Droso-phila Polycomb response elements. While EZH2 targets overlapped extensively between GC B cells and embryonic stem cells, we also observed a large GC-specific EZH2 regulatory program. These genes are preferentially histone 3 lysine 27-trimethylated and repressed in GC B cells and include several key cell cycle-related tumor suppressor genes. Accordingly, siRNA-mediated down-regulation of EZH2 in diffuse large B-cell lymphoma (DLBCL) cells resulted in acute cell cycle arrest at the G(1)/S transition and up-regulation of its tumor suppressor target genes. At the DNA level, EZH2-bound promoters are hypomethylated in GC B cells, but many of them are aberrantly hypermethylated in DLBCL, suggesting disruption of normal epigenetic processes in these cells. EZH2 is thus involved in regulating a specific epigenetic program in normal GCs, including silencing of antiproliferative genes, which may contribute to the malignant transformation of GC B cells into DLBCLs.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| 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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".