Additionally, three proteins (CLIC3, COL15A1, and NAMPT) were found to be consistently lower in both RA subgroups compared to controls, suggesting potentially common pathways of downregulation or depletion associated with RA pathophysiology. Here, COL15A1 is linked to rheumatoid arthritis.