The FMR1 gene (Fragile X Mental Retardation 1) is located on the X chromosome and is responsible for producing the FMRP protein. This protein is crucial for normal neural development. Mutations or expansions in the FMR1 gene can lead to various disorders, most notably Fragile X syndrome.