That is what I have seen as well. Because of the terrible spring we have experienced , there are fungal problems on peonies. Cut back and discard (do not compost these) stems that show damage.
The warm up, then freezes then rain and snow have all caused these conditions this year. Good garden fall clean up will be helpful too.
Hope that helps.