I’d be interested to see other responses but for now:
Far as I know, they mean the same thing. if you would need a 是 without the 尤其, you should say 尤其是。if you don’t need a 是,for instance when 尤其 is followed directly by a verb or adjective, you can leave it as it is.
那尤其重要
尤其是她
You need a 是 before nouns and pronouns, you don’t need it before an adjective like 重要,and that determines which of the two adverb forms you use.