Rather than see your HTML signature 'broken' in Outlook when replying to an email that was sent as plain text, a few suggestions are highlighted below.
- Create a separate signature in Outlook that is 'plain text' only, and just choose it from the dropdown.
- Change your reply to HTML format (and then, you can use your HTML signature).