Of note, while the 33 common DE genes set includes S100A9, this gene is not one of the 53 FS genes or subsequent 13 RA Score Panel genes likely because our process excludes genes that are highly correlated (pairwise feature correlation greater than 0.8). Here, S100A9 is linked to rheumatoid arthritis.