It's necessary to have a set of samples that can answer your hypothesis. There are limitations to the statistical tests in QIIME that have discussed a fair bit on the forum. Here's a recent discussion, although it can be helpful to search for others.
In general, I would expect a comparison of two samples per group to be underpowered to make statistically meaningful interpretation.
Best,
Justine