Hi Luiz, “separated by” is entirely natural, although this might not be exactly the best context for it. “He tried to write to her regularly, even though they were separated by an ocean.”
“Apart” is an adverb, and so “stands apart”, “comes apart”, and especially “falls apart” are the collocations.