It happens all the time. A famous, beloved artist falls ill (or, as is sometimes the unpleasant case, gets what may be regarded as a better offer). It even happens at Ravinia. A famous, beloved artist cancels, and management scrambles for an appropriate replacement.
Some cases become memorable, star-making events. Other cases are quickly, even mercifully, forgotten.