If you change a column name; it doesn't automatically update in reports?

For example, I had a typo in a column name, and I fixed it, but when you go to reports, it is not reflected there?

Do I have to delete that column and add the new column because I changed the spelling?

Surely, there is a way that it automatically updates the reports?