<scp>Anti‐CD40L</scp> therapy prevents the formation of precursor lesions to gastric B‐cell <scp>MALT</scp> lymphoma in a mouse model
Bibliographic record
Abstract
Abstract Mucosa‐associated lymphoid tissue (MALT) lymphoma is a B‐cell tumour that develops over many decades in the stomachs of individuals with chronic Helicobacter pylori infection. We developed a new mouse model of human gastric MALT lymphoma in which mice with a myeloid‐specific deletion of the innate immune molecule, Nlrc5, develop precursor B‐cell lesions to MALT lymphoma at only 3 months post‐ Helicobacter infection versus 9–24 months in existing models. The gastric B‐cell lesions in the Nlrc5 knockout mice had the histopathological features of the human disease, notably lymphoepithelial‐like lesions, centrocyte‐like cells, and were infiltrated by dendritic cells (DCs), macrophages, and T‐cells (CD4 + , CD8 + and Foxp3 + ). Mouse and human gastric tissues contained immune cells expressing immune checkpoint receptor programmed death 1 (PD‐1) and its ligand PD‐L1, indicating an immunosuppressive tissue microenvironment. We next determined whether CD40L, overexpressed in a range of B‐cell malignancies, may be a potential drug target for the treatment of gastric MALT lymphoma. Importantly, we showed that the administration of anti‐CD40L antibody either coincident with or after establishment of Helicobacter infection prevented gastric B‐cell lesions in mice, when compared with the control antibody treatment. Mice administered the CD40L antibody also had significantly reduced numbers of gastric DCs, CD8 + and Foxp3 + T‐cells, as well as decreased gastric expression of B‐cell lymphoma genes. These findings validate the potential of CD40L as a therapeutic target in the treatment of human gastric B‐cell MALT lymphoma. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 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".