COL10A1 and aortic stenosis: Heatmaps showed stable high expression of COL10A1, S100P, and ITGA2B in AS (Figure 4C), with these DEGs involved in inflammatory response, hypoxia, and fibrosis (Figure 4D), consistent with transcriptomic data.