This study utilizes DTI and graph theory as a method for early detection of structural changes inconnectivity related to Alzheimer’s Disease. As a function of phenotype and age, DTI analysis was implemented on 3xTgAD female mouse brains and wild type controls at 11.75-T. Current hemisphere dependent data shows differences between hemispheres within the age and phenotype for the parameters observed.