PI3Kdelta-driven expansion of regulatory B cells impairs protective immune responses to Trypanosoma congolense parasite infection
Bibliographic record
Abstract
Phosphatidylinositol 3-kinase delta (PI3KCD) is a critical signaling enzyme for B cell development, activation, function and immune regulation. Gain-of-function mutations in PI3KCD result in the congenital immunodeficiency known as Activated PI3KCD Syndrome (APDS). APDS patients are prone to repeated infections and other serious clinical manifestations. Here, we determine how B cell-intrinsic expression of the APDS-associated PI3KCDE1021K mutation impacts immune responses to the protozoan parasite Trypanosoma congolense. PI3KCDE1021K/B mice exhibit a significant expansion of IL10-expressing B cells within the spleen and peritoneal cavity, which was associated with impaired control of T. congolense infection. Despite the generation of robust germinal center, plasma cell and antibody responses, PI3KCDE1021K/B mice show elevation in the first wave of parasitemia and increased mortality. We further characterize the phenotype of the expanded IL10-producing B cell population in PI3KCDE1021K/B mice, which show hallmarks of innate-like regulatory B cells (Breg) and expression of multiple inhibitory molecules. This Breg expansion is associated with reduced IFNγ/IL10 ratio, reduced TNFα production and impaired activation of myeloid cells, likely compromising the innate response to infection. These findings highlight the profound impact of dysregulated PI3KCD activity on regulatory B cells that can functionally impair innate immune responses controlling a systemic parasite protozoan disease.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.000 | 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".