Unlike senescent cells, mitochondrial morphology in AD is typically characterized by fragmentation rather than elongation, as both Aβ250 and tau251 interact with DRP1 to promote mitochondrial fission. The gene discussed is DNM1L; the disease is Alzheimer disease.