This usually boils down to:
1) Old, stale mailing lists
2) Purchased or harvested lists
3) Offline lists
Having a lot of bounces (dead or invalid email addresses) will ruin your sending reputation and can get your account suspended!
Take a look at other bad things that impact your reputation