Do you have any pictures? This might make it easier to say..
If the old leaves are turning yellow, it could be a nitrogen deficiency.. purple could be a P deficiency, however it can also be the genetics of the strain, so there's more information needed (i.e. what medium, feeding schedule, etc.)