B-cell lymphocytosis and reprogramming due to biallelic CARD11 mutations
Bibliographic record
Abstract
BACKGROUND: Adaptive immune responses are tightly controlled by proteins including CARD11 that regulate signaling events downstream of the T- and B-cell receptors. Germline mutations in CARD11 cause several distinct monogenic inborn errors of immunity with early childhood onset and potentially fatal prognoses. Somatic CARD11 gain-of-function mutations are associated with B-cell malignancies. Precisely how various CARD11 mutations culminate in unique clinical entities, and the mechanisms of CARD11-driven B-cell proliferation, is not fully understood. OBJECTIVE: We sought to identify the genetic basis of disease and characterize immune-cell phenotypes and functions in a patient with apparent BENTA (B-cell expansion with nuclear factor-κB [NF-κB] and T-cell anergy) disease and a history of sibling death in early childhood. METHODS: We used whole-exome sequencing, flow and mass cytometry, whole blood mRNA analyses, in vitro T-cell proliferation and B-cell differentiation assays, and single-cell RNA sequencing of patient-derived samples to identify the genetic basis of disease and define its molecular and cellular mechanisms. We also ectopically expressed wild-type and mutant forms of CARD11 in T and B cells and assessed their functional impacts on NF-κB-dependent responses. RESULTS: We report a surprising new genetic basis of BENTA caused by homozygosity for the novel CARD11 mutation R331P and characterized by massive expansion of B cells with a naive surface phenotype and aberrant transcriptional program. This autosomal-recessive form of BENTA features exaggerated B-cell lymphocytosis relative to monoallelic BENTA. Furthermore, we have identified patterns of gene expression that distinguish B cells of patients with the autosomal-recessive form of BENTA from those of healthy controls and from monoallelic BENTA. We found that ectopic CARD11 R331P expression induced constitutive NF-κB activity in T and B cells. These data suggest that R331P is a gain-of-function mutation and causes BENTA in homozygosity. CONCLUSIONS: These results define a novel autosomal-recessive form of BENTA disease. Additional analysis of mutation-driven changes in B-cell function may shed light on the mechanisms of B lymphomagenesis in patients with germline or somatic CARD11 variants.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".