Eukaryotic cells have a distinct structure called a nucleus, which is enclosed by a membrane and contains the cell's genetic material (DNA). Prokaryotic cells, on the other hand, lack a nucleus. Instead, their genetic material is present in a region called the nucleoid, which is not enclosed by a membrane. This is one of the key structural differences between eukaryotic and prokaryotic cells.