Using hook_mail_alter() to change from email address

I'm working on a custom module that integrates with Ubercart that is using hook_mail_alter() to change the default ubercart receipt email. In addition to changing the body of the email, we also want to change who the email is coming from. How do I do that will hook_mail_alter()? Just changing $message['from'] does not appear to work.