Yes. It is possible to develop lung cancer without ever having smoked, but it is important to remember that smoking is the main risk factor for this type of cancer. Smokers have a 20% to 30% higher chance to develop the illness. Passive smoking is also associated with the disease, in addition to exposure to pollution and harsh chemicals.