Large cell lung cancer is the growth of abnormal cells in the lung. These abnormal cells increase in number and produce a tumor. Large cell lung cancers tend to grow in the central part of the lung and can spread rapidly. Current or previous smokers are at greatest risk for development of this type of cancer.