In the subgroup with first-line ICIs, infections treated during ICI, a PD-L1 value < 1%, steroids, and PPI medication increased the risk of dying, while a PD-L1 value > 50% and surgery before ICI decreased it. The gene discussed is CD274; the disease is infection.