Although our study revealed clinical and mechanistic insights of IRAK3 as a drug target in synergy with ICB therapy, further hypotheses could be explored to uncover the link between IRAK3 and the microbiome, immunogenic cell death, and cancer metastasis. The gene discussed is IRAK3; the disease is cancer.