Classification or class prediction of a test sample of a dog to determine whether said dog has osteoarthritis or does not have osteoarthritis can be done using the differentially expressed genes identified as described above as the predictor genes in combination with well known statistical algorithms as would be understood by a person skilled in the art and described herein.