Background: Cancer incidence and mortality are important outcomes in the surveillance of long-term astronaut health. In this research, we compare cancer incidence rates, cancer-specific mortality rates, and cancer case fatality ratios in US astronauts with those in the US general population.Methods: We use standardized incidence ratios and standardized mortality ratios to index the incidence and mortality of various cancers against rates in the US general population, from the US astronaut cohort inception in April 1959 through 31 December 2017. We also compare the lethality of these cancers in astronauts and the general population using the relative case fatality ratio.Results: The astronaut cohort included 338 individuals and over 9600 person-years of follow-up time. The counts of most cancers were under 3, though there were 11 cases of melanoma and 30 cases of prostate cancer. Both prostate and melanoma had statistically significant increases in incidence, though only melanoma had a significant increase in mortality. Lung cancer had a statistically significant deficit of both cases and deaths, while colon cancer had sizable (but not statistically significant) reductions in incidence and mortality. Three cancers showed evidence of detection bias (colon, hematologic, prostate), possibly a result of astronaut health screening protocols. For all cancers combined, astronauts showed a non-significant reduction in incidence and mortality, and a significant reduction in case fatality ratio.Conclusions: Though there were observed increases in both incidence and mortality from melanoma among astronauts, these increases are consistent with those observed repeatedly among aircraft pilots, suggesting this may be associated with ultraviolet radiation or lifestyle factors rather than any astronaut-specific exposure. The increase in prostate cancer incidence is likely explained by detection bias, and the same may be true for hematologic cancers. The lack of statistical significance in the reduction of incidence and mortality for colon cancer may be attributable to relaxed screening practices for astronauts in recent years. As astronaut health surveillance continues and evolves, the growing database will lead to a clearer picture over time. The methods employed here provide a useful structure for ongoing analysis of this unique occupational cohort.