Open Journal of Animal Sciences, 2015, 5, 358-393 Published Online October 2015 in SciRes. http://www.scirp.org/journal/ojas http://dx.doi.org/10.4236/ojas.2015.54040 Combining Genome Wide Association Studies and Differential Gene Expression Data Analyses Identifies Candidate Genes Affecting Mastitis Caused by Two Different Pathogens in the Dairy Cow Xing Chen1,2, Zhangrui Cheng1, Shujun Zhang1,2, Dirk Werling3, D. Claire Wathes1* 1Department of Production and Population Health, Royal Veterinary College, Hatfield, UK 2Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction, Education Ministry of China, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China 3Department of Pathology and Pathogen Biology, Royal Veterinary College, Hatfield, UK Email: *
[email protected] Received 13 July 2015; accepted 20 September 2015; published 23 September 2015 Copyright © 2015 by authors and Scientific Research Publishing Inc. This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/ Abstract Mastitis is a costly disease which hampers the dairy industry. Inflammation of the mammary gland is commonly caused by bacterial infection, mainly Escherichia coli, Streptococcus uberis and Staphy- lococcus aureus. As more bacteria become multi-drug resistant, one potential approach to reduce the disease incidence rate is to breed selectively for the most appropriate and potentially protec- tive innate immune response. The genetic contribution to effective disease resistance is, however, difficult to identify due to the complex interactions that occur. In the present study two published datasets were searched for common differentially expressed genes (DEGs) with similar changes in expression in mammary tissue following intra-mammary challenge with either E.