Abstract During the origin of great apes about 14 million years ago, a series of phenotypic innovations emerged, such as the increased body size, the enlarged brain volume, the improved cognitive skill and the diversified diet. Yet, the genomic basis of these evolutionary changes remains unclear. Utilizing the high-quality genome assemblies of great apes (including human), gibbon and macaque, we conducted comparative genome analyses, and identified 15,885 great-ape-specific structural variants (GSSVs), including 8 coding GSSVs resulting in the creation of novel proteins (e.g. ACAN and CMYA5 ). Functional annotations of the GSSV-related genes revealed the enrichment of genes involved development and morphogenesis, especially neurogenesis and neural network formation, suggesting the potential role of GSSVs in shaping the great-ape-shared traits. Further dissection of the brain-related GSSVs show great-ape-specific changes of enhancer activities and gene expression in the brain, involving a group of GSSV-regulated genes (such as NOL3 ) that potentially contribute to the altered brain development and function in great apes. The presented data highlights the evolutionary role of structural variants in the phenotypic innovations during the origin of the great lineage.