Why some people like acidic foods and some don't ?

Is this only to do with the preference, or to do with internal cravings ? I always find orange juice is too acidic for me and feel unwell after drinking it, but my friend eats everything with lemon juice and still doesn't get any problems. Could someone tell me the medical reason for it, if it exists? Thank you !