TRAF3IP2 and neoplasm: This study demonstrates that phlorotannins from E. cava act as bioactive marine polyphenols that modulate IL-17RA–Act1 and MAPK signaling, suppress ovarian cancer invasion, and reshape the tumor microenvironment.