Pit Stains!!

Being 34 weeks pregnant in 100 degree weather I am always dying and constantly hot!! I try to wear clothing that is loose and thin, but many of my maternity shorts are cotton and form fitting. I've also heard that it could be the kind of deodorant I use. Does anyone else have this problem? What deodorants do you use?