First I list active connection:

nmcli connection show --active

Then I edit it:

nmcli connection edit MyNetwork

nmcli> print
nmcli> remove ipv4.dns  
nmcli> set ipv4.ignore-auto-dns yes
nmcli> set ipv4.dns 10.10.5.1
nmcli> save
nmcli> quit