A suspicious incident (事件) always has a strange mystery behind it. It also always turns into a mystery case.
This is a jukugo word, which usually means on'yomi readings from the kanji. If you know the readings of your kanji you'll know how to read this as well.
Even Holmes wouldn’t be able to find a clue to that mystery.