EXCELMEAT Workshop BiosensingPork Quality Lleida, 25 October 2012 Performance of a genome-wide association analysis for intramuscular fat and cholesterol contents in a Duroc commercial population Manunza A1, González R1, Quintanilla R2, Casellas J3, Hernández-Sánchez J2, Mercadé A1, Pena RN4, Castelló A1, Amills M1 1 Department of Animal Genetics, Center for Research in Agricultural Genomics (CSIC-IRTA- UAB-UB), Universitat Autònoma de Barcelona, Bellaterra, 08193 Spain; 2Genètica i Millora Animal, Lleida, 25198 Spain, IRTA; 3Departament de Ciència Animal i dels Aliments, Facultat de Veterinària, Universitat Autònoma de Barcelona, Bellaterra, 08193 Spain; 4Departament de Producció Animal, Universitat de Lleida, Lleida, 25198 Spain Intramuscular fat (IMF) and cholesterol (Chol) contents have important consequences on meat quality and nutritional properties. Genome-wide association studies (GWAS) may play a fundamental role in the identification of genetic factors that shape the phenotypìc variability of these two traits. Herewith, we report the results of one GWAS for IMF and Chol contents in the Gluteus medius (GM) and Longissimus dorsi (LD) muscles of a Duroc commercial line (N = 350). Genotyping information was obtained with the Illumina Infinium HD Porcine SNP60 Beadchip. All analyses were performed with PLINK v1.07 and permutation tests were used to correct for multiple testing (significant associations: P-value < 0.01; suggestive associations: Pvalue < 0.05). We did not find any significant association between SNP genotypes and LD IMF and Chol contents. In contrast, genome-wide significant associations between GM IMF and 23 SNPs located at chromosomes SSC2, SSC3, SSC4,SSC8, SSC10 and SSC14 were found. Moreover, 136 SNPs significantly associated with IMF at the chromosome-wide level were detected in 15 porcine autosomes. These results are partially consistent with previous analyses demonstrating that most of the additive variance for GM IMF is located at SSC2, SSC3, SSC5 and SSC6. One of the most relevant associations we have found was the one between SSC14 SNP DIAS0004286, DRGA0014601 and ALGA0081626 and GM IMF. Interestingly, this region contains the Glycerol Phosphate Acyltransferase (GPAT) gene that plays a key role in glycerolipid biosynthesis.