I'm not an expert on Lilium but in general when the oldest (bottom in this case) leaves on a plant turn yellow the first possibilities that come to mind are nitrogen deficiency or normal ageing. In case you'd like to post your question there, All Things Plants also has a forum specifically just for lilies:
to ATP! 
