  The flavor structure of the nucleon sea provides unique information to test
the statistical parton distributions approach, which imposes strong relations
between quark and antiquarks. These properties for unpolarized and helicity
distributions have been verified up to now by recent data. We will present here
some new results which are a real challenge, also for forthcoming accurate
experimental results, mainly in the high Bjorken-$x$ region.
