You may encounter a problem when upgrading from 4.4 to the latest version of PiHole where the DNS server will not start up even though nothing is listening on that port to prevent it from starting.
To fix this, I ran the following commands:
service pihole-FTL stop
sudo rm /etc/pihole/pihole-FTL.db
service pihole-FTL start