Hilariously I spent quite a while recently trying to find the correct part in case of replacement, plus drilling out rusted, headless bolts to replace these brackets and secure them back onto my frame.
Yes, you can remove them. Also, you updated your post to attract attention the same day you posted, and on a national holiday no less? Patience friend, this was no flashing check engine light