Key word is untreated. Women are far more likely than men to seek treatment. Also, according to the Mayo clinic, it's something like 2 times the chance over their lifetime. Men with depression are more likely to die by suicide than women with depression, even though women tend to attempt more often. They may be different beasts, but I'm sure a significant amount of depressed people are lonely.