If your husbandry and setup are good (offering maximum security) than the problems is with your rats, in this case you need to find some quality rats to help you build a colony.

A good colony takes time to build when you first get started, you need healthy stocks to start with and be very selective when holding back animals.

If you breed for food stay away from blue, blazed, mask as much as possible.