Hi-
I'm not sure if they are actually having a negative effect if they no longer exist. However, to be sure you can log into your Google Search Console an use the disavow links tool. Marie offers a good overview of the tool, with some great cautionary remarks on this post https://moz.com/blog/guide-to-googles-disavow-tool
Good luck
Ken