Your in Arizona so it is also likely that the chickens died from fungus. It is in the air there and chickens from other areas can be less resistant
http://www.merckvetmanual.com/generalized-conditions/fungal-infections/coccidioidomycosis
http://www.merckvetmanual.com/generalized-conditions/fungal-infections/coccidioidomycosis