Except that the other suspected cases of pilot suicide have involved ex-military pilots, and/or pilots with plenty of experience, so low time/ non military pilots is not the root cause - changes the risk not one iota...
Why did he fly when unfit? Would his loss of license insurance (if any...) cover depression?