Best approach on handling deleted dropdown values on historical orders

Hi Experts,

On Web UI, when we have to delete a value from dropdown, the historical data/orders on which this value is used will give data inconsistency issues right. What do you feel is the right approach in handling this ?

Thanks
Siva