Prediction of immunoglobulin G content in bovine colostrum by near-infrared spectroscopy
Abstract
The objective of this work was to assess the potential of near infrared spectroscopy to predict the immunoglobulin G (IgG) content in bovine colostrum. Liquid colostrum samples (n=157) were collected from Holstein cows from 2 dairy farms in southern Chile. Samples were obtained within 1h of parturition and scanned in folded transmission (transflectance) in the visible-near infrared range. Multivariate regression models (modified partial least squares) were developed with spectral data against IgG content measured by radial immunodiffusion. The best calibration included a mathematical treatment of the spectra by a second derivative plus standard normal variate and detrending. The best equation explained a high proportion of the variation in IgG content (R 2 of 0.95 in calibration and 0.94 in cross-validation). Average (91.5g/L), standard deviation (37.6g/L), and range, as highest minus lowest values (171.9g/L) of reference values were 10.1, 4.2, and 19 times the value of the root mean square error of cross-validation (9.03g/L) respectively. Near-infrared spectroscopy, scanned in folded transmission, is an effective tool to predict the IgG content in liquid colostrum. © 2012 American Dairy Science Association.
Más información
Título según WOS: | Prediction of immunoglobulin G content in bovine colostrum by near-infrared spectroscopy |
Título según SCOPUS: | Prediction of immunoglobulin G content in bovine colostrum by near-infrared spectroscopy |
Título de la Revista: | JOURNAL OF DAIRY SCIENCE |
Volumen: | 95 |
Número: | 3 |
Editorial: | Elsevier Science Inc. |
Fecha de publicación: | 2012 |
Página de inicio: | 1410 |
Página final: | 1418 |
Idioma: | English |
URL: | http://www.scopus.com/inward/record.url?eid=2-s2.0-84857259277&partnerID=40&md5=3c5356982e8ef75b96947e8209cfe917 |
DOI: |
10.3168/jds.2011-4532 |
Notas: | ISI, SCOPUS |