In one word unfortunately, yes. Did you know that breast cancer is not just a human condition? Breast cancer can occur in both cats and dogs, and though it is found more often in dogs than in cats, when a cat gets cancer it tends to more aggressive. Tumors are generally more common in middle-aged, non-spayed female dogs, but can be found in puppies as young as two years old.