Background Resilience in aging—the capacity to maintain cognition and function despite neuropathology—has been described through cognitive reserve, brain reserve, and maintenance. The dynamic Neurocognitive Adaptation (dNA) framework expands these constructs by defining resilience as a lifelong process of adaptive engagement across cognitive, physical, creative, and social domains that shape neural integrity and cognitive outc...