Abstract 12519: Regulation of Cardiac Fibroblast Phenotype by Scleraxis
Bibliographic record
Abstract
Cardiac fibroblasts constitute the primary extracellular matrix synthesis machinery in the myocardium. Activation of fibroblasts into a hyper-synthetic and contractile phenotype potentiates fibrosis, impairs cardiac function and contributes to heart failure. Our laboratory previously reported that the transcription factor scleraxis regulates human cardiac collagen Iα2 expression and has shown its up-regulation in the post-infarct scar. Here we demonstrate a novel regulatory role for scleraxis in governing cardiac fibroblast function and phenoconversion. Cell contractility assays using collagen gels demonstrated the abrogation of pro-fibrotic TGF-β-mediated contractility of myofibroblasts in response to scleraxis knockdown. The de novo expression of α-smooth muscle actin (αSMA) and its incorporation into stress fibers is a key feature of myofibroblasts - key causative cells of fibrosis. Scleraxis over-expression in isolated primary cardiac fibroblasts induced αSMA gene expression and stress fiber formation, and rescued the αSMA loss observed in cardiac fibroblasts from scleraxis null mice. Luciferase reporter assays demonstrated a significant transactivation of the αSMA gene promoter by scleraxis. Mutation analysis revealed that scleraxis interacts with two E-boxes within the αSMA promoter, a finding confirmed by chromatin immunoprecipitation of scleraxis in primary cardiac fibroblasts. An increase in scleraxis binding to the αSMA promoter was observed in cardiac myofibroblasts compared to fibroblasts, and also in response to TGF-β, further supporting a direct role of scleraxis in regulation of myofibroblast αSMA expression and its contractile phenotype. Gel shift assays also confirmed the direct interaction of scleraxis with E-boxes within the αSMA gene promoter. Our data indicates that scleraxis plays a required role in cardiac fibroblast phenotype and contractile function. Taken in context with our finding that scleraxis regulates expression of multiple extracellular matrix components, including fibrillar collagens, our data reveals that scleraxis exerts broad and potent pro-fibrotic effects on cardiac fibroblast form and function, and may thus represent a novel target for fibrosis therapy.
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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 | 0.000 |
| 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 | 0.000 |
| 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".