It has now been confirmed that Lou Reed died of liver disease. Here are two links to The Guardian and The Independent:

http://www.theguardian.com/music/2013/oct/28/lou-reed

http://www.independent.co.uk/news/obituaries/lou-reed-obituary-singer-and-founder-of-the-velvet-underground-8909486.html