Of course they did. Most surviving life today occurred after a massive die off.
From the article (it's short and not hard to read): "As to how that could have happened, it's unclear. A likely possibility is the occurrence of a sudden event that caused large-scale environmental trauma and wiped out majority of the Earth's species."