I think you should take professional help. This type of depression is very hard to detect and harder to solve just by having conversations. I hope you try to have a talk with him so that he will agree to atleast have one session with a professional atleast. Sometimes just acknowledging having issue helps. Hope he can take that one small first step.......
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