Don't apologize when entering someone's DM. It is open for a reason.
If they respond, fine. If they don't respond, fine.
If they respond well, very good. If they don't respond well, leave them alone.
Social media is a forum for socialising. Everyone will not socialise with you and that is okay. Fuck with who fucks with you and who wants to fuck you
Stop apologizing.