Abstract Or112: Indoxyl Sulfate Suppresses GAS6 and Impairs Anti-Atherogenic Macrophage Function: A Novel Mechanism Driving Accelerated Atherosclerosis in Chronic Kidney Disease
Bibliographic record
Abstract
Background: Chronic kidney disease (CKD) is a global health burden linked to accelerated atherogenesis and increased cardiovascular mortality, highlighting its relevance to the AHA's Cardiovascular-Kidney-Metabolic health initiative 2024. Elevated levels of the uremic toxin indoxyl sulfate (IS) are an independent cardiovascular risk factor in CKD, but its role in atherogenesis remains unclear. Using a multi-layered systems approach combined with in vitro and in vivo studies, we explored how IS drives atherogenesis. Methods & Results: Meta-analysis of gene expression datasets from CKD (n=102) and atherosclerosis (n=136) identified 1,933 shared differentially expressed genes. Pathway analysis highlighted impaired efferocytosis and osteoclastogenesis as shared mechanisms (Fig. A, B). IS exposure impairs efferocytosis, crucial for apoptotic cell clearance, and osteoclastogenesis, which mitigates vascular calcification, both in vitro and in vivo. Clinically relevant IS levels (1 mM) suppressed efferocytosis (P=<0.0001, Fig. C) and osteoclastogenesis (>50% reduction, P=0.002) in human primary macrophages (n=6 PBMC donors). In vivo, IS administration (100 mg/kg/day for 4 weeks) in hyperlipidemic Ldlr-/- mice impaired efferocytosis, increasing necrotic core area in plaques (n=10/group, P=0.007, Fig. D). IS also inhibited osteoclastogenesis, promoting aortic calcification in mouse plaques (n=10/group, P=0.04, Fig. E). Multi-omics integration of transcriptomics and proteomics data from IS-treated human macrophages (n=6 PBMC donors) identified growth arrest-specific protein 6 (GAS6), essential for macrophage-apoptotic cell interaction, as a key target (Fig. F). IS-treated macrophages and mouse plaques demonstrated a >50% reduction in GAS6 mRNA and protein. Mechanistic studies revealed that IS suppresses GAS6 via STAT6 signaling. In macrophage-specific Gas6 knock-in mice, efferocytosis and osteoclastogenesis were restored despite IS exposure. Clinical validation showed a significant inverse correlation (P=0.02) between GAS6 levels and IS in CKD patients on hemodialysis (n=74, Fig. G). Conclusions: IS suppresses GAS6 through STAT6 signaling, repressing efferocytosis and osteoclastogenesis, leading to high-risk plaque features. These findings elucidate CKD-associated atherogenesis and identify GAS6 as a therapeutic target to reduce cardiovascular risk in CKD.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".