Polydactyly is a commonly observed limb malformation in humans and other vertebrates. The Beijing-You chicken expressing the polydactyly phenotype provides an opportunity to investigate the potential cause for polydactyly. Here we extensively exploited genetic determinants of the chicken polydactyly in a genome wide association study using over 580,000 SNPs characterized in a Beijing-You × Lohmann F1 cross, consisting of 79 animals. A total of 10 loci clustered on the short arm of chromosome 2 were identified to be significantly associated with the trait. Among the 10 significant SNPs, 7 were located in a linkage disequilibrium block of 1737kb. The strongest association signal (rs317674023, P=5.48×10(-8)) residing nearby Bone Morphogenetic Protein Receptor-Associated Molecule 1 (BRAM1) was identified in the genomic region. Our results provide insights to the genetic basis underlying chicken polydactyly and may facilitate studies of the limb malformation in humans and other species.