Isolated nucleic acids and proteins associated with lipid and sugar metabolism regulation are provided. In particular, putative palmitoyl protein thioesterase and encoding nucleic acids are provided. The nucleic acids and proteins are used in methods of producing transgenic plants and modulating levels of total fatty acids in seeds via expression of putative palmitoyl protein thioesterase.