My headcanon, since I first watched the series, is that Sherlock had pneumonia multiple times as a child. His lungs still are not strong. He really shouldn't smoke.

http://thinkprogress.org/climate/2014/04/03/3422410/dangerous-london-smog/

Do something with this. I'd tackle it myself but I've never been to London.