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Mid-infrared predictions of lactoferrin content in bovine milk
Soyeurt, Hélène; Bastin, Catherine; Colinet, Frédéric et al.
2011In Journal of Dairy Science, 94 (E-suppl.1), p. 714
 

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Keywords :
milk; lactoferrin; infrared
Abstract :
[en] Lactoferrin (LF) is a glycoprotein present in milk and active in the immune system of cows and humans. Therefore, an inexpensive and rapid analysis to quantify this protein is desirable. A previous study reported the potential to quantify LF from the mid-infrared (MIR) spectrometry from 69 milk samples. Through the European RobustMilk project (www.robustmilk.eu), 3,606 milk samples were collected in Belgium, Ireland, and Scotland from individual cows and analyzed using a MIR MilkoScanFT6000 spectrometer. Milk LF content was quantified using ELISA in duplicate. Average ELISA data with a CV lower than 5% were used. After the detection of spectral and ELISA outliers, the calibration set contained 2,499 samples. An equation to predict LF content from MIR was developed using partial least squared regression. A first derivative pre-treatment of spectra was used to correct the baseline drift. To improve the repeatability of the spectral data, a file which contained the spectra of samples analyzed on 5 spectrometers was used during the calibration. The lactoferrin mean was 159.28 mg/l of milk with a SD of 97.21 mg/l of milk. The calibration (C) coefficient of determination (R2) was equal to 0.73 with a standard error (SE) of calibration of 50.54 mg/l of milk. A cross-validation (CV) was used to assess the robustness of the equation. R2 CV was 0.72 with a SE-CV of 51.16 mg/l of milk. An external validation (V) was conducted on 150 milk samples collected in Belgium. The SE of prediction (SEP) was 59.17 mg/L of milk. The similarity between R2 C and R2CV as well as between SE-C and SE-CV and between SE-CV and SEP confirms the equations developed are robust. The correlation between predicted and measured LF values was 0.71. This lower value compared with the one obtained from the calibration set (0.85) could be explained by the low ELISA reproducibility (16.24% ± 25.51%). If the developed equation is used to clean the validation data set, a total of 16 samples can be deleted. The validation coefficient for these 134 samples increased to 0.82. From these results, the developed equation could be used for screening the dairy cow population for breeding purposes.
Disciplines :
Food science
Animal production & animal husbandry
Genetics & genetic processes
Author, co-author :
Soyeurt, Hélène  ;  Université de Liège - ULiège > Sciences agronomiques > Zootechnie
Bastin, Catherine ;  Université de Liège - ULiège > Sciences agronomiques > Zootechnie
Colinet, Frédéric ;  Université de Liège - ULiège > Sciences agronomiques > Zootechnie
Arnould, Valérie ;  Université de Liège - ULiège > Sciences agronomiques > Zootechnie
Berry, Donagh;  Animal and Grassland Research and Innovation Center, TEAGASC, Fermoy, Co. Cork, Ireland
Wall, Eileen;  Sustainable Livestock Systems Group, Scottisch Agricultural College, Bush Estate, Penicuik, Midlothian, UK
Gengler, Nicolas  ;  Université de Liège - ULiège > Sciences agronomiques > Zootechnie
Dardenne, Pierre;  Centre Wallon de Recherches Agronomiques > Département Valorisation des Productions Agricoles
McParland, Sinead;  Animal and Grassland Research and Innovation Center, TEAGASC, Fermoy, Co. Cork, Ireland
Language :
English
Title :
Mid-infrared predictions of lactoferrin content in bovine milk
Publication date :
2011
Event name :
ADSA - ASAS Joint Annual Meeting 2011
Event organizer :
Federation of Animal Science Societies
Event place :
New Orleans, United States - Louisiana
Event date :
du 10 au 14 juillet 2011
Audience :
International
Journal title :
Journal of Dairy Science
ISSN :
0022-0302
eISSN :
1525-3198
Publisher :
American Dairy Science Association, Champaign, United States - Illinois
Volume :
94
Issue :
E-suppl.1
Pages :
714
European Projects :
FP7 - 211708 - ROBUSTMILK - Innovative and Practical Breeding Tools for Improved Dairy Products from More Robust Dairy Cattle
Name of the research project :
Robustmilk
Funders :
DG AGRI - Commission Européenne. Direction Générale de l'Agriculture et du Développement rural
CE - Commission Européenne
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since 01 September 2011

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