“…We suspect that GRPR gene may affect milk fat through the calcium signaling pathway. Because of the complexity of the biological mechanisms of quantitative traits, the study is only based on SNP data, many studies showed that copy number variation and DNA methylation are also associated with milk performance[40–42], The PY-associated SNP on BTA5 is within previously reported QTL region, which is associated with milk fatty acid content, this SNP is in the SLCO1A2 gene, which is encoding solute carrier anion transporter family, member 1A2, the gene participate in digestive system, organic anion transport process and bile secretion pathway (KEGG: 04976). Furthermore, when the association model not fitted PCs as covariance, four SNPs are overlapped with model with fitted PCs:rs109875012 ( ZNF384 ), rs136949224 ( SCARA5 ), rs109421300 ( DGAT1 ), and rs109528658 ( EP400 ), it is suggested that these significant SNPs could more stable and reliable.…”