The default combo is Ctrl+L for line delete (or Shift+Delete or Ctrl+X for selection delete: deletes the whole line if there’s no selection).
You can change it via Tools>Properties for Current Configuration (or for All Configurations)>Keyboard>Category:Edit>Commands:Cut Line (or Cut).
You can also use Help>Keyboard Map… I beleive this is for current config only.