Abstract PO-40: FOXO1 mutations mimic positive selection signals to promote germinal center B-cell expansion and lymphomagenesis
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Bibliographic record
Abstract
Abstract The transcription factor FOXO1 directs germinal center (GC) polarity and supports affinity maturation by modulating immune activation programs in GC B cells. Recurrent somatic mutations targeting FOXO1 in GC-derived B-cell non-Hodgkin lymphomas (B-NHL) are thought to disrupt its negative regulation by PI3K and function as gain-of-function, constitutively active alleles. Herein, we demonstrate that B-NHL FOXO1 mutants are instead hypomorphic alleles encoding proteins with altered transcriptional activities. Analysis of Foxo1 mutant mouse models, engineered cell lines, and primary samples shows that B-NHL FOXO1 mutations induce simultaneous hyperactivation of Stress Activated Protein Kinase -SAPK/JNK and Phosphoinositide 3-kinase -PI3K/AKT signaling pathways and gene expression programs characteristic of GC B cells undergoing positive selection. These alterations confer mutant B cells with a competitive advantage in response to key immune signals, leading to abnormal amplification of GC responses. Moreover, we find that FOXO1 mutant-driven transcriptional programs are prevalent in human B-NHL and predict poor clinical outcomes. These results imply the frequent co-option of GC positive selection programs in the pathogenesis of GC-derived lymphomas. Citation Format: Mark P. Roberto, Gabriele Varano, Rosa Viñas-Castells, Antony B. Holmes, Rahul Kumar, Pedro Farinha, David W. Scott, David Dominguez-Sola. FOXO1 mutations mimic positive selection signals to promote germinal center B-cell expansion and lymphomagenesis [abstract]. In: Proceedings of the AACR Virtual Meeting: Advances in Malignant Lymphoma; 2020 Aug 17-19. Philadelphia (PA): AACR; Blood Cancer Discov 2020;1(3_Suppl):Abstract nr PO-40.
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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