Washing mice and rodents can be very unhealthy. You could drown them or they could catch a cold. What you can do is give him some sand to roll in. You can buy chinchilla dust at the store. However, it is expensive. If you can find good, clean sand, then great!!! Your mouse may not like a sandbath. In that case, I can't help you.