SPHK1 and neoplasm: Furthermore, we conducted integrated analyses to evaluate the relationship between SPHK1 expression and key immunological features, including immune cell infiltration, tumor mutation burden (TMB), microsatellite instability (MSI), and immune checkpoint gene expression.