Hello,
What is the exact error message you receive during the backup when it fails? Try creating a new selection list for the job and test the results.
Alternatively you can go to the text selections of the backup job properties and exclude the files that are no longer present but tried to be backed up during the job.
Hope this resolves the problem. If the issue persists, elaborate the exact error message.
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Regards.