This study conducted an in-depth proteomic analysis of sea cucumber gonads using liquid chromatography-tandem mass spectrometry. The resulting dataset aims to identify key proteins involved in reproductive gonadal functions, providing molecular insights for the high-value utilization of sea cucumber gonads.