he study consisted of a training and validation phase. Sequence analysis was performed on serum samples from multiparous Holstein-Friesian cows. Sera were taken at Day (d) 0, 20, and 40 after insemination from eight verified pregnant (P; N = 24) and nine nonpregnant (NP; N = 16) dairy cows