Thanks, I will pull them up and put them in the trash tomorrow.
It is odd though, the only other lilies I have are grown from seed and Lilium michiganense from a reputable source. Though now that I think about it the Lilium michiganense may have shown some symptoms. I suppose I'll have to keep an eye on the other lilies too.