Hostname: page-component-8448b6f56d-m8qmq Total loading time: 0 Render date: 2024-04-23T07:54:29.825Z Has data issue: false hasContentIssue false

Prediction efficiency by near-infrared spectroscopy of immunoglobulin G in liquid and dried bovine colostrum samples

Published online by Cambridge University Press:  07 September 2016

M. Jordana Rivero*
Affiliation:
Escuela de Agronomía, Facultad de Recursos Naturales, Universidad Católica de Temuco, Temuco 4780000, Chile Núcleo de Investigación en Producción Alimentaria, Facultad de Recursos Naturales, Universidad Católica de Temuco, Temuco 4780000, Chile Escuela de Graduados, Facultad de Ciencias Agrarias, Universidad Austral de Chile, 5090000 Valdivia, Chile
Daniel Alomar
Affiliation:
Instituto Producción Animal, Facultad de Ciencias Agrarias, Universidad Austral de Chile, 5090000 Valdivia, Chile
Ximena Valderrama
Affiliation:
Instituto de Ciencia Animal, Facultad de Ciencias Veterinarias, Universidad Austral de Chile, 5090000 Valdivia, Chile
Yannick Le Cozler
Affiliation:
AGROCAMPUS-Ouest, UMR1348 Physiology, Environment and Genetics for Animal and Livestock Systems, 35000 Rennes, France INRA, UMR1348 Physiology, Environment and Genetics for Animal and Livestock Systems, 35590 St-Gilles, France
Alejandro Velásquez
Affiliation:
Escuela de Agronomía, Facultad de Recursos Naturales, Universidad Católica de Temuco, Temuco 4780000, Chile Núcleo de Investigación en Producción Alimentaria, Facultad de Recursos Naturales, Universidad Católica de Temuco, Temuco 4780000, Chile
Deborah Haines
Affiliation:
Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon S7N 0M3, Canada
*
*For correspondence; e-mail: mjrivero@uct.cl

Abstract

The objective of this study was to compare the prediction efficiency of IgG concentration in bovine colostrum by NIRS, using liquid and dried (Dry-Extract Spectroscopy for Infrared Reflectance, DESIR) samples by transflectance and reflectance modes, respectively. Colostrum samples (157), obtained from 2 commercial Holstein dairy farms, were collected within the first hour after calving and kept at −20 °C until analysis. After thawing and homogenisation, a subsample of 500 mg of liquid colostrum was placed in an aluminium mirror transflectance cell (0·1 mm path length), in duplicate, to collect the spectrum. A glass fiber filter disc was infused with another subsample of 500 mg of colostrum, in duplicate, and dried in a forced-air oven at 60 °C for 20 min. The samples were placed in cells for dry samples to collect the spectra. The spectra in the VIS-NIR region (400–2500 nm) were obtained with a NIRSystems 6500 monochromator. Mathematical treatments, scatter correction treatments and number of cross-validation groups were tested to obtain prediction equations for both techniques. Reference analysis for IgG content was performed by radial immunodiffusion. The DESIR technique showed a higher variation in the spectral regions associated with water absorption bands, compared with liquid samples. The best equation for transflectance method (liquid samples) obtained a higher coefficient of determination for calibration (0·95 vs. 0·94, respectively) and cross validation (0·94 vs. 0·91, respectively), and a lower error of cross validation (9·03 vs. 11·5, respectively) than the best equation for reflectance method (DESIR samples). In final, both methods showed excellent capacity for quantitative analysis, with residual predictive deviations above 3. It is concluded that, regarding accuracy of prediction and time for obtaining results of IgG from bovine colostrum, NIRS analysis of liquid samples (transflectance) is recommended over dried samples (DESIR technique by reflectance).

Type
Research Article
Copyright
Copyright © Proprietors of Journal of Dairy Research 2016 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Abernethy, G, Otter, D, Arnold, K, Austad, J, Christiansen, S, Ferreira, I, Irvine, F, Marsh, C, Massom, LR, Pearce, K, Stevens, J, Szpylka, J, Vyas, P, Woollard, D & Wu, C 2010 Determination of immunoglobulin G in bovine colostrum and milk powders, and in dietary supplements of bovine origin by protein G affinity liquid chromatography: collaborative study. Journal of AOAC International 93 622627 CrossRefGoogle ScholarPubMed
Alfaro, G & Meurens, M 1989 Determination of individual sugar and aminoacid by dry extract NIR reflectance spectroscopy on glass fiber disk. Proceedings of the Second International Conference on NIR Spectroscopy, pp. 204207 Google Scholar
Alfaro, G, Meurens, M & Birth, GS 1990 Liquid analysis by dry-extract near-infrared reflectance on fiberglass. Applied Spectroscopy 44 979986 Google Scholar
Argüello, A, Castro, N & Capote, J 2005 Short communication: evaluation of a color method for testing immunoglobulin G concentration in goat colostrum. Journal of Dairy Science 88 17521754 Google Scholar
Barnes, RJ, Dhanoa, MS & Lister, SJ 1989 Standard normal variate transformation and de-trending of near infrared diffuse reflectance spectra. Applied Spectroscopy 43 772777 Google Scholar
Bielmann, V, Gillan, J, Perkins, NR, Skidmore, AL, Godden, S & Leslie, KE 2010 An evaluation of Brix refractometry instruments for measurement of colostrum quality in dairy cattle. Journal of Dairy Science 93 37133721 Google Scholar
Cattaneo, TMP & Holroyd, E 2013 New applications of near infrared spectroscopy on dairy products. Journal of Near Infrared Spectroscopy 21 307310 Google Scholar
Chelack, BJ, Morley, PS & Haines, DM 1993 Evaluation of methods for dehydration of bovine colostrum for total replacement of normal colostrum in calves. The Canadian Veterinary Journal 34 407412 Google Scholar
Chigerwe, M, Tyler, JW, Schultz, LG, Middleton, JR, Spain, JN, Dill, JS & Steevens, BJ 2008 Comparison of four methods to assess colostral IgG concentration in dairy cows. Journal of the American Veterinary Medical Association 233 761766 Google Scholar
Conneely, M, Berry, DP, Sayers, R, Murphy, JP, Lorenz, I, Doherty, ML & Kennedy, E 2013 Factors associated with the concentration of immunoglobulin G in the colostrum of dairy cows. Animal 7 18241832 Google Scholar
Davis, CL & Drackley, JK 1998 The Development, Nutrition, and Management of the Young Calf. Ames, Iowa: Iowa State University Press.Google Scholar
Díaz-Carrillo, E, Muñoz-Serrano, A, Alonso-Moraga, A & Serradilla-Manrique, J 1993 Near infrared calibrations for goat's milk components: protein, total casein, αs-, β- and κ-caseins, fat and lactose. Journal of Near Infrared Spectroscopy 1 141146 Google Scholar
Dolman, C & Thorpe, R 2002 Analysis and purification of IgG using size-exclusion high performance liquid chromatography (SE-HPLC). In The protein protocols handbook, pp. 995–997 (Ed. M Walker). Totowa, NJ, USA: Springer Humana Press Google Scholar
Elsohaby, I, McClure, JT, Hou, S, Riley, CB, Shaw, RA & Keefe, GP 2016 A novel method for the quantification of bovine colostral immunoglobulin G using infrared spectroscopy. International Dairy Journal 52 3541 Google Scholar
Gelsinger, SL, Jones, CM & Heinrichs, AJ 2015 Effect of colostrum heat treatment and bacterial population on IgG absorption and health of neonatal calves. Journal of Dairy Science 98 46404645 Google Scholar
Godden, S 2008 Colostrum management for dairy calves. Veterinary Clinics: Food animal practice 24 1939 Google Scholar
Gross, JJ, Kessler, EC & Bruckmaier, RM 2014 Colour measurement of colostrum for estimation of colostral IgG and colostrum composition in dairy cows. Journal of Dairy Researc 81 440444 Google Scholar
Hruschka, WR 2001 Data analysis: wavelength selection methods. In Near-Infrared Technology in the Agricultural and Food Industries, pp. 39–58 (Eds Williams, P & Norris, K). St Paul, Minneapolis: American Association of Cereal Chemists Google Scholar
InfraSoft International 1992 NIRS 3. Routine Operation, Calibration and Network System Management Software for Near Infrared Instruments. Maryland, USA, Perstorp Analytical inc., Silver Spring Google Scholar
Laporte, MF & Paquin, P 1999 Near-infrared analysis of fat, protein, and casein in cow's milk. Journal of Agricultural and Food Chemistry 47 26002605 Google Scholar
Mancini, G, Carbonara, AO & Heremans, JF 1965 Immunochemical quantitation of antigens by single radial immunodiffusion. Immunochemistry 2 235254 Google Scholar
Morrill, KM, Conrad, E, Polo, J, Lago, A, Campbell, J, Quigley, J & Tyler, H 2012 Estimate of colostral immunoglobulin G concentration using refractometry without or with caprylic acid fractionation. Journal of Dairy Science 95 39873996 Google Scholar
McGuirk, SM & Collins, M 2004 Managing the production, storage, and delivery of colostrum. Veterinary Clinics: Food Animal Practice 20 593603 Google Scholar
Murray, I 1988 Aspects of the interpretation of Near Infrared Spectra. Food Science and Technology Today 2 135140 Google Scholar
Nocek, JE, Braund, DG & Warner, RG 1984 Influence of neonatal colostrum administration, immunoglobulin, and continued feeding of colostrum on calf gain, health, and serum protein. Journal of Dairy Science 67 319333 Google Scholar
Núñez-Sánchez, N, Garrido, A, Serradilla, JM & Ares, JL 2002 Near Infrared analysis of liquid and dried ewe milk. In Proceedings of the 10th International Conference of Near Infrared Spectroscopy, pp. 225228 (Eds Davies, AMC & Cho, RK). Chichester, UK: NIR Publications Google Scholar
Page, M & Thorpe, R 2002 Analysis of IgG fractions by electrophoresis. In The protein protocols handbook, pp. 10051007 (Ed. Walker, M). Totowa, NJ, USA: Springer Humana Press Google Scholar
Rambla, F, Garrigues, JS & de la Guardia, M 1997 PLS-NIR determination of total sugar, glucose, fructose and sucrose in aqueous solutions of fruit juices. Analytica Chimica Acta 344 41 Google Scholar
Rivero, MJ, Valderrama, X, Haines, D & Alomar, D 2012 Prediction of immunoglobulin G content in bovine colostrum by near-infrared spectroscopy. Journal of Dairy Science 95 14101418 Google Scholar
Rodriguez-Saona, LE, Fry, FS, McLaughlin, MA & Calvey, EM 2001 Rapid analysis of sugars in fruit juices by FT-NIR spectroscopy. Carbohydrate Research 336 6374 Google Scholar
Rudovsky, A, Locher, L, Zeyner, A, Sobiraj, A & Wittek, T 2008 Measurement of immunoglobulin concentration in goat colostrum. Small Ruminant Research 74 265269 Google Scholar
Shenk, JS & Westerhaus, M 1996 Calibration the ISI way. In Near-Infrared Spectroscopy: The Future Waves, pp. 198202 (Eds Davies, AMC & Cho, RK). Chichester, UK: NIR Publications Google Scholar
Šustová, K, Kuchtík, J & Kráčmar, S 2006 Analysis of ewe's milk by FT near infrared spectroscopy: measurement of samples on Petri dishes in reflectance mode. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis 53 131138 Google Scholar
Thyholt, K & Isaksson, T 1997 Near infrared spectroscopy of dry extracts from high moisture food products on solid support – a review. Journal of Near Infrared Spectroscopy 5 179193 Google Scholar
Tsenkova, R, Atanassova, S, Kawano, S & Toyoda, K 2001 Somatic cell count determination in cow's milk by near-infrared spectroscopy: a new diagnostic tool. Journal of Animal Science 79 25502557 Google Scholar
Vermeer, AW & Norde, W 2000 The thermal stability of immunoglobulin: unfolding and aggregation of a multi-domain protein. Biophysical Journal 79 21502154 Google Scholar
Williams, PC & Sobering, DC 1996 How do we do it: a brief summary of the methods we use in developing near infrared calibrations. In Near Infrared Spectroscopy: the Future Waves, pp. 185188 (Eds Davies, AMC & Williams, P). Chichester, UK: NIR Publications Google Scholar