How plague is caused by rats?

Yes, they did get sick from the plague, in fact they were one of the animals in the chain of links which enabled us humans to catch the plague, (from the flea bites the rats were getting).

In general this was bad for all the countries affected by the black death as it would leave the villages, towns, cities etc in a bad condition, which could cause even more disease in the long run.