STRUCTURAL CHARACTERISTICS AND FUNCTIONAL INSIGHTS INTO TSP-4: IMPLICATIONS FOR CARDIOVASCULAR HEALTH
Bibliographic record
Abstract
Thrombospondin-4 (TSP-4) is a multidomain protein with unique functions within the thrombospondin family. It plays a works in tissue repair, cell-to-matrix conveying, and various physiological processes. TSP-4 differs structurally from other family members and is associated with a common single nucleotide polymorphism (SNP), A387P, linked to cardiovascular disorders. Its functions include tissue remodeling, regeneration, proliferation, adhesion, migration, angiogenesis, inflammation, and adipogenesis. The A387PSNPin TSP-4 increases the risk of these cardiovascular conditions and affects angiogenesis, inflammation, and adipogenesis. TSP-4 has clinical applications as a marker for various tissues and pathological disorders. Its expression levels differentiate cell origins, making it a biomarker for articular cartilage, tendon progenitor cells, and more. In heart-related conditions, TSP-4 serves as a marker for cardiac overload and coronary artery disease. Additionally, TSP-4 expression is associated with osteoarthritis severity, suggesting its potential as a biomarker for this condition. Overall, understanding TSP-4's diverse functions and its role in cardiovascular pathology provides insights into its clinical relevance and diagnostic potential, making it a promising target for further research and therapeutic interventions.
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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 | 0.001 |
| 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".