Also, two investigations showed that KRAS mutations were associated with exposure to smoky coal; based on the mutation spectra in tumor genes, the gene mutation can be attributed to direct DNA damage from mutagenic exposures (19, 33). The gene discussed is KRAS; the disease is neoplasm.