From the American Cancer Society:
Diesel Exhaust
Seems they agree with the WHO.
Ever go to a third world city and witness the constant smoke looming in the air? It made me physically ill in no time, but that's because my body isn't used to it. These smoke infested cities is what the WHO is mostly concerned about.