I searched DNA sibling test and DNA relationship testing, but I couldn't find anything conclusive as to whether it was possible to prove relationship between siblings without any DNA from alleged parents.
Also, what would the DNA test say upon a negative result? And what's the usual method, saliva, hair, blood?