Genome-Wide Association Study on the Estimated Breeding Values for Udder and Longevity and the Candidate Genes in Holstein-Friesian Cows in Hungary

Our genome-wide association study identified single-nucleotide polymorphisms (SNPs) associated with estimated breeding values (EBVs) for udder traits and longevity in Holstein-Friesian cows. While no SNP was individually associated with multiple EBVs, the functional profiles of the associated genes revealed overlapping biological processes across traits, including cell signaling, transcription regulation, immune response, metabolism, and cellular maintenance. Notably, nearby SNPs BTB-01738708 and ARS-BFGL-NGS-111478 were associated with EBV_longevity and EBV_udder and located near numerous genes, including <i>GPR85</i>, <i>BMT2</i>, <i>IFRD1</i>, and <i>DOCK4,</i> suggesting a potential for shared genetic influence on these traits. Our findings provide insights into the complex genetic architecture of these economically important traits and highlight the need for further research, including fine-mapping and functional genomics, to elucidate the specific variants and their effects.