We first estimated the age-related trajectory of cognitive impairment, measured through MMSE total score, using the Hamiltonian Markov chain Monte Carlo method in PSEN1 E280A mutation carriers and non-carriers, irrespective of APOE genotype. The gene discussed is APOE; the disease is Cognitive impairment.