MAPK1 and aortic stenosis: The next most upregulated DEGs of interest involved in AS were HBB (Hemoglobin Subunit Beta), which is involved in oxygen transport and oxygen/carbon dioxide exchange [34], and COL11A1 (Collagen Type XI Alpha 1 Chain), which is involved in extracellular matrix binding and ERK signaling [35].