Understand that 'once removed' indicates a one-generation gap between relatives, not distance or affection. My grandfather's sister is my grandaunt, but her children are my cousins once removed.
Pro Tip 2/3
Not for Friends
'Once removed' is used for family relations, not to describe friendships or acquaintances. You can't use 'once removed' to describe your friend's parent.
Pro Tip 3/3
Direct Descendants
Direct parent-child relationships aren't described as 'once removed'; it starts with cousins, uncles, and aunts. Your mom is not your aunt once removed; she's just your mom.