"You might put melamine on interior shelving and get veneer or solid wood for the doors and drawers, where it will be more visible." MDF is a popular option across all kinds of storage furniture.
MDF, or plywood. Density varies, as can the number of layers. It is often sold as bare sheets, but may have melamine, ...