Recent scientific studies point to the main causes of depression as relating to the close relationships we have in our lives. The fewer we have, the higher the incidences of depression.
It can be the opposite as well. Too many toxic people has been the cause of many suicides as well.
I'm not sure about that, but if it's right, it would explain a lot.