This is a popular question. The most common culprit is tooth decay. For whatever reason, some people never experience pain from deep tooth decay. If the tooth decay has reached the pulp tissue, a root canal is required to save the tooth. I compare this to cancer screenings. People often do not know they have cancer until some sort of screening and/or biopsy is performed.
Routine cleanings and proper home maintenance can help prevent this.