Increased Expression of B Cell Activation Factor Supports the Abnormal Expansion of Transitional B Cells in Systemic Lupus Erythematosus
Bibliographic record
Abstract
OBJECTIVE: To examine the relationship between interferon-α (IFN-α) and dysregulation of B cell activation factor (BAFF) and specific B cell phenotypes in systemic lupus erythematosus (SLE). METHODS: Four-color flow cytometry was used to examine the peripheral B cell populations in patients with SLE. RNA was isolated from the peripheral blood of 87 patients and BAFF expression was determined by quantitative polymerase chain reaction (PCR) and normalized to GAPDH. The expression levels of 5 IFN-responsive genes (LY6E, OAS1, IFIT1, ISG15, and MX1) were determined by quantitative PCR and totaled to generate a global IFN score. The correlations were examined between peripheral B cell populations (including transitional, pregerminal, plasmablasts, and memory) and the expression of BAFF and the global IFN score. RESULTS: Examination of the peripheral B cell populations in SLE demonstrated a relative expansion of the transitional B cell and plasmablast compartment and a reduction in the memory B cell population. Expressions of BAFF and global IFN score were elevated in patients with SLE compared to healthy controls. A strong positive correlation was noted between BAFF expression and the relative proportion of late transitional (T2) B cells. The proportions of more mature B cell phenotypes did not correlate with BAFF expression. The global IFN score was strongly associated with the level of BAFF expression and moderately correlated with the proportion of late transitional B cells. CONCLUSION: The findings suggest that elevated BAFF expression supports expansion of the T2 B cell compartment and contributes to a breach in tolerance in patients with SLE.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 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".