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We investigated the co-event and exclusivity of mutations in the same most cancers gene pairs across all cancer styles. Apparently, we discovered that specified gene pairs exhibit unique mutation patterns in different cancer kinds. For example, we noticed that mutations while in the TP53 AI algorithms have demonstrated a chance to forecast correct