GitHub does not allow issue deletion. Therefore, it's impossible to delete a GitHub issue from the other app.
If you delete a related task/issue/card in the other app, the issue will remain open in GitHub and will not re-appear in the other app.
What we suggest:
Close the task/issue/card with a "Won't Fix" or "Deleted" comment.