B-CELL ACTIVATING FACTOR INDUCES SYSTEMIC LUPUS ERYTHEMATOSUS-ASSOCIATED PULMONARY ARTERIAL HYPERTENSION VIA GZMK+ CD8+ T CELL-MEDIATED ENDOTHELIAL CELL APOPTOSIS
Bibliographic record
Abstract
O002 / #224 Topic:AS06 - Comorbidities SCIENTIFIC HYBRID SESSION: BASIC TRACK PRESENTATIONS - OUTSTANDING ABSTRACT PRESENTATIONS 23-05-2025 9:00 AM - 10:00 AM Background/Purpose Pulmonary arterial hypertension (PAH) is a severe complication of systemic lupus erythematosus (SLE) and a leading cause of mortality among SLE patients. PAH is marked by early-stage endothelial cell dysfunction. SLE pathology involves excessive autoantibody production by B cells, driving inflammatory cascades and systemic inflammation. B cell activating factor (BAFF) supports autoimmune B cell survival, proliferation, and differentiation, and the BAFF-targeted therapeutic, Belimumab, is in clinical use for SLE. However, the role of BAFF, and B cells more broadly, in the development and progression of PAH in SLE remains unclear. Methods We conducted transcriptomic analysis on peripheral blood samples from SLE and SLE-PAH patients. Mice overexpressing human BAFF (hBAFF-Tg mice) were used to establish a model of SLE-PAH. Serum assays, flow cytometry, hemodynamic measurements, right ventricular hypertrophy evaluation, and histological analysis were conducted. Additionally, single-cell transcriptome sequencing was performed on lung tissue from hBAFF-Tg mice to elucidate downstream mechanisms, and female MRL/lpr mice, a widely accepted model of SLE-PAH, were treated with Belimumab to assess therapeutic efficacy. Results BAFF expression was significantly elevated in the peripheral blood of SLE-PAH patients, with upregulation of inflammation-associated pathways compared to SLE patients without PAH (Figure 1A). hBAFF-Tg mice showed spontaneous SLE phenotypes by 20 weeks, including increased dsDNA and IgG levels, reduced plasma C3, B cell activation and aggregation, and splenomegaly (Figure 1B). These mice also displayed increased right ventricular systolic pressure, right ventricular hypertrophy, and pulmonary arteriole thickenin (Figure 1C-E). Single-cell transcriptome analysis revealed that BAFF overexpression led to increases in B and T cell populations in lung tissue, identifying 2 novel immune cell subtypes: (1) IL9R+ mature B cells showing features of upregulated T cell activation, and (2) GZMK+ CD8+ T cells, an effector population capable of recruiting additional T cells. Mechanistically, IL9R+ B cells activated GZMK+ T cells, which induced apoptosis in endothelial cells (Figure 1F-I). Intravenous administration of Belimumab at 5 mg/kg and 50 mg/kg alleviated established SLE-PAH in MRL/lpr mice (Figure 2). Figure 1: hBAFF-Tg exhibits spontaneous SLE and PAH Figure 2: Belimumab alleviates murine SLE-PAH Figure 3: Graphic abstract Conclusions BAFF contributes to SLE-PAH development by activating IL9R+ B cells and aggregating GZMK+ CD8+ T cells, leading to endothelial cell apoptosis and pulmonary vascular remodeling. These findings suggest a unique therapeutic potential of Belimumab in targeting BAFF and the critical process of B cell activation in SLE-PAH treatment.
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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 | 0.000 |
| 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".