Research suggests that y chromosome toxicity may not be a factor in the differences in longevity between sexes. However, other studies indicate that sex differences in biology and genetics, such as those related to endothelial cell biology, cancer immunotherapy, and reproductive senescence, may contribute to variations in lifespan. The relationship between sex and longevity appears to be complex, with multiple factors potentially at play.