We eat cows - some countries & peoples do NOT.
Some eat monkey (they are tasty) generally, Americans do not.
Rats, mice, cats, dogs, etc are all eaten in most parts of the world - the USA is snobbish about what it considers as edible.
So yes, it is only a cultural preference...
Some animals are more equal than others.