Notably, elevated SPP1 expression is positively associated with increased infiltration of various immune cells, including CD4+ T cells, CD8+ T cells, macrophages, neutrophils, and dendritic cells, suggesting that SPP1 plays a significant role in shaping the immune environment of ovarian cancer [11]. Here, SPP1 is linked to ovarian carcinoma.