If you closed and received the proceeds prior to relocating to Illinois, then Illinois cannot tax your gain.
If you closed and received proceeds while a (part-year) resident of Illinois, you should be able to get a tax credit for any tax you paid to Missouri on the transaction (Schedule CR, IL-1040).
