Finally, submodule analysis showed that PRC1, KIFC1, BUB1, MCM6, CCNB2, CDKN3, and RRM2, which were hub-shared genes of silicosis and COVID-19, possessed the highest mCODE scores (Fig. 4D). Here, RRM2 is linked to silicosis.