Technical, cats can't have Down syndrome because they don't have chromosome 21, where the genetic defect is located. Cats only have 19 chromosomes, and therefore cannot have Down syndrome. Cats can suffer from other neurological or physical conditions that can mimic the signs of Down syndrome, however.