I don't think it's so much an issue of shame always, but rather that often one of the symptoms of something like depression is lack of motivation to seek help.

This is the ultimate challenge with mental health - as you said, it has to be exceedingly convenient for someone in that situation to get help. Otherwise it's a perpetual feedback loop.