Gender is important in defining susceptibility and exposure to a number of mental health risks. Gender can also explain differences in mental health outcomes.
Melancholia has a strong genetic contribution, so it’s largely biologically underpinned rather than caused by social factors (stressors) or psychological factors, such as personality style.