Individuals with phenylketonuria (PKU) must avoid aspartame due to the accumulation of phenylalanine, which can lead to severe neurological damage. Additionally, there is ongoing debate about the potential risks of aspartate and its metabolites in sensitive populations such as pregnant women, children, and individuals with existing neurological conditions.