The spinocerebellar ataxias (SCAs) are a heterogenetic group of genetic neurological disorders. In this study, we perform genetic investigations in a multigenerational Australian pedigree with mid- to late-onset of autosomal-dominant inheritance relatively pure, slowly evolving ataxia. Three distinct branches of the family were independently ascertained, and linked following the identification of a large duplication/deletion on chr14 (14q32.13) using chromosome microarray. The duplication region is 0.33Mb, and the deletion is 0.16Mb in size. Subsequent linkage analysis identified a single linkage region with LOD of 3.0 which intersected this deletion/duplication. There are 7 number of genes in the duplication, and three genes in the deletion. RNA-seq analysis on fibroblasts obtained from two second degree-relative with ataxia identified increased expression of the gene GLRX5, which is located in the duplication region, compared to unrelated sex and age matched controls. GLRX5 is also highly expressed in the brain, including the cerebellum and is the strongest candidate gene identified. In conclusion, this is a novel (relatively) pure adult-onset autosomal dominant cerebellar ataxia, caused by a mutation on chr14, although the responsible gene is yet to be determined.