Research on centenarians has identified genes associated with longevity, including a single nucleotide polymorphism in the collagen gene COL25A1. The study of genetic variants and their impact on human lifespan has also explored the role of proteins and cellular processes, such as autophagy. Additionally, certain genes have been found to have opposing effects, with some promoting longevity and others contributing to cancer development.