Document Detail


Somatic cell count determination in cow's milk by near-infrared spectroscopy: a new diagnostic tool.
MedLine Citation:
PMID:  11721833     Owner:  NLM     Status:  MEDLINE    
Abstract/OtherAbstract:
The potential of near-infrared spectroscopy (NIR) in the region from 1,100 to 2,500 nm to measure somatic cell count (SCC) content of cow's milk was investigated. A total of 196 milk samples from seven Holstein cows were collected for 28, consecutive days, starting from 7th d after calving, and analyzed for fat, protein, lactose, and SCC. Three of the cows were healthy, and the remainder had periods of mastitis during the experiment. Near-infrared transflectance milk spectra were obtained using an InfraAlyzer 500 spectrophotometer. The calibration for logSCC was performed using partial least square (PLS) regression and different spectral data pretreatment. The best accuracy of determination was found for an equation that was obtained using smoothed absorbance data and 10 PLS factors. The standard error of calibration was 0.361, the calibration coefficient of multiple correlation was 0.868, the standard error of prediction for independent validation set of samples was 0.382, the correlation coefficient was 0.854, and the coefficient of variation was 7.63%. The accuracy of logSCC determination by NIR spectroscopy would allow health screening of cows and differentiation between healthy and mastitic milk samples. It has been found that SCC determination by NIR milk spectra is based on the related changes in milk composition. The most significant factors that simultaneously influenced milk spectra with the elevation of SCC were alteration of milk proteins and changes in ionic concentration of milk.
Authors:
R Tsenkova; S Atanassova; S Kawano; K Toyoda
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Publication Detail:
Type:  Journal Article; Research Support, Non-U.S. Gov't; Validation Studies    
Journal Detail:
Title:  Journal of animal science     Volume:  79     ISSN:  0021-8812     ISO Abbreviation:  J. Anim. Sci.     Publication Date:  2001 Oct 
Date Detail:
Created Date:  2001-11-27     Completed Date:  2002-04-09     Revised Date:  2006-11-15    
Medline Journal Info:
Nlm Unique ID:  8003002     Medline TA:  J Anim Sci     Country:  United States    
Other Details:
Languages:  eng     Pagination:  2550-7     Citation Subset:  IM    
Affiliation:
Department of Environmental Information and Bio-production Engineering, Kobe University, Japan. rtsen@eng.ans.kobe-u.ac.jp
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MeSH Terms
Descriptor/Qualifier:
Animals
Calibration
Cattle
Cell Count / veterinary
Fats / analysis
Female
Health Status
Lactose / analysis
Mastitis, Bovine / diagnosis*
Milk / chemistry,  cytology*
Milk Proteins / analysis
Random Allocation
Regression Analysis
Reproducibility of Results
Sensitivity and Specificity
Spectroscopy, Near-Infrared / methods,  veterinary*
Chemical
Reg. No./Substance:
0/Fats; 0/Milk Proteins; 63-42-3/Lactose

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine


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