The wrong kind of dry food (think 9 Lives and all that Supermarket-bought crap) is bad for cats if that's their only source of nourishment. When you spend a little extra to buy grain-free food that is made with grade A meat (not byproducts), it's a slightly different story.
I'm sorry, I'm thinking about cats again...