Mental illness is a really tough thing to discuss in an objective way. See the debates about the DSM-5. I personally think mental health and mental illness are socially constructed.
This being said, the experiences relating to mental illness are very real. The larger question is how we make sense of them as a society. For something like depression how much of the illness is cognitive? How much is biological? How much is social? Somehow that last question never gets asked.