Not too sure it's a virus; I've had it happen when it gets very hot and notice it moreso on darker colored lilies. My lilies will abort buds when it's hot and not getting enough water.
Let's see how others chime in with their experiences ~
Where are we going, and why am I in this hand-basket?
