Yes, Manchester Airport is easily accessible by train from the city of Manchester itself as well as various other northern destinations, including Leeds, Liverpool and Newcastle. The airport train station is linked to all terminals by moving walkways, and trains depart for Piccadilly station (in the city centre) roughly every 10min.