Toward routine health phenotyping: High-throughput prediction of metabolic, immune, and inflammatory biomarkers from milk mid-infrared spectroscopy in early-lactation dairy cows
Phuong N. Ho, Joanne E. Hemsworth, Coralie M. Reich, C.R. Bath, Zhiqian Liu, Simone J. Rochfort, Majid Khansefid, M.S. Tahir, M. Haile‐Mariam, Michael Edward Goddard, Leah C. Marett, S.R.O. Williams, Christie K.M. Ho, M.J. Berkhout, Ruidong Xiang, Amanda Jane Chamberlain
This paper evaluates milk mid-infrared spectroscopy combined with on-farm variables to predict serum biomarkers in dairy cows, finding that blood urea nitrogen (BUN) is most accurately predicted, while other biomarkers show limited external validation performance.
JDS Communications · Sep 1, 2026Peer-reviewedGenetics