Is there any risk in removing dropdown list options?

I don't believe there is, but would like confirmation that if we 'clean up' our dropdown list in a column that it will not adversely affect the existing data. When we have added options the message pops up that it will only apply on future data, but I have a lot to remove and want to make sure that is the same. Appreciate the input!

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