Here, we report novel compound heterozygous variants of CWF19L1 in a Chinese family with progressive ataxia and mental retardation of unknown etiology by analyzing clinical characteristics and genetic variations. This evidence concerns the gene CWF19L1 and cerebellar ataxia.