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noun, の adjective
An epidemic of sickness is going to come from an infectious disease. Perhaps a plague or epidemic of some kind?
This is a jukugo word that uses the on'yomi readings of the kanji. You should be able to read this on your own.
Everyone in that village died from the plague.