I think he meant that there's a stigma associated with depression—that many of us unfortunately view depression as the "fault" of depressed individuals, as if it were some sort of choice they make.
No one would ever blame you for a [genetic] heart disorder. In the same way, no one would ever blame you for a [genetic] brain disorder. Phrasing it as such removes some of the stigma.