Yes it's something do with drug. It sounds that your friend has background problem? Is it something reason why he is depressive and unhappy? Is it that he has problem?
A lot of people who become to addict drug, refused to admit that they are drug addcition.
If you want to help your friend then I will be happy to provide few links of my thread about my sister.