By 2050, it is predicted that over half of the global population will be over the age of 65. Therefore, it is of the utmost importance that we study the impacts of aging on human health and well-being. One major obstacle researchers face in seeking to understand human health relates to the extensive number of newly discovered biological systems that exist and interact in every individual at various levels and timescales. Furthermore, many well-known age-related neurodegenerative diseases are thought to begin years to decades before any clinically relevant symptoms are present. The current study attempts to address some of these challenges by examining the interaction of cognition with immune function, inflammation, gene expression, and the microbiome. This research will allow us to begin unpacking the complex interactions of these numerous biological factors and their impact on natural aging and age-related neurodegenerative diseases. To accomplish these goals, our project has created and implemented a novel high-throughput cognitive testing system to assess a range of cognitive abilities including, but not limited to, attention, memory, and object recognition, on two species of well-known non-human primates (NHPs). At numerous time points, we concurrently collected and analyzed blood, fecal, and cerebrospinal fluid to characterize each animal's health profile. With our collection of data sets, we anticipate that older NHPs will display higher levels of neuroinflammation and decreased immune function. We hope to find correlations between these factors and other variables with genes that are known to be related to a host of neurodegenerative diseases including Alzheimer's Disease (AD), Alzheimer’s Disease-Related Dementia (ADRD), and Parkinson’s Disease, among others. Results from this ongoing project will unravel mechanisms associated with age-related neurodegenerative diseases, allowing for earlier detection; this early detection is regarded as the most effective approach for preventing and treating such diseases.