Abstract
Element concentrations of 56 poultry meat and 53 dried beef samples were determined and statistically analyzed using analysis of variance and linear discriminant analysis (LDA) to identify the single or combination of elements with the highest potential to determine the geographic origin. In order to validate the applicability of this technique, the results were additionally combined with data from an earlier assessment including 25 poultry meat and 23 dried beef samples. Validation was performed by estimating the origin of the first samples based on the data of the second, larger, dataset. Elements significantly discriminating among countries were As, Na, Rb, Se, Sr, and Tl for poultry meat and As, B, Ba, Ca, Cd, Cu, Dy, Er, Fe, Li, Mn, Pd, Rb, Se, Sr, Te, Tl, U, and V for dried beef out of about 50 elements each. The LDA gave mean correct classification rates of 77 and 79% for poultry meat and dried beef, respectively. Validation allowed identifying some, but not all, origins. For a higher discriminative power, this method should be combined with other ways of authentication.
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References
Anke M, Angelow L (1995) Fresenius J Anal Chem 352:236–239
Hintze KJ, Lardy GP, Marchello MJ, Finley JW (2001) J Agric Food Chem 49:1062–1067
Gremaud G, Karlen S, Hulliger K (2002) Mitt Lebensm Hyg 93:481–501
Bruce SL, Noller BN, Grigg AH, Mullen BF, Mulligan DR, Ritchie PJ, Currey N, Ng JC (2003) Toxicol Lett 137:23–34
Franke BM, Gremaud G, Hadorn R, Kreuzer M (2005) Eur Food Res Technol 221:493–503
Franke BM, Haldimann M, Reimann J, Baumer B, Gremaud G, Bosset JO, Hadorn R, Kreuzer M (2007) Eur Food Res Technol 225:501–509
Anonymous (2001) Arsenic in drinking water, http://www.who.int/mediacentre/factsheets/fs210/en/index.html. Accessed on 13 July 2007
Anonymous (2005) Environmental Health Criteria 18: Arsenic, http://www.inchem.org/documents/ehc/ehc/ehc018.htm#SubSectionNumber:1.1.2. Accessed on 13 July 2007
WHO (2005) Arsenic Contamination in Ground Water Affecting Some Countries in the South-East Asia Region, http://www.searo.who.int/meeting/rc/rc54/54_8.htm. Accessed on 18 April 2007
Kim KW, Thornton I (1993) Environ Geochem Health 15:119–133
Baldini M, Stacchini P, Cubadda F, Miniero R, Parodi P, Facelli P (2000) Food Addit Contam 17:679–687
Jevsnik M, Doganoc DZ (2003) J Food Prot 66:686–690
Haldimann M, Dufossé K, Mompart A, Zimmerli B (1999) Mitt Lebensm Hyg 90:241–281
Ruz M, Codoceo J, Hurtado S, Munoz L, Gras N (1995) J Trace Elem Med Biol 9:156–159
Leiber F (2005) Causes and extent of variation in yield, nutritional quality and cheese-making properties of milk by high altitude grazing of dairy cows. Doctoral Thesis, No. 15735, ETH Zurich, Zurich, Switzerland
Tremel A, Masson P, Sterckeman T, Baize D, Mench M (1997) Environ Pollut 95:293–302
Xiao T, Guha J, Boyle D (2004) Geochem 4:243–252
Eschnauer H, Gemmer-Colos V, Neeb R (1984) Z Lebensm Unters Forsch 178:453–460
Bruce SL, Noller BN, Grigg AH, Mullen BF, Mulligan DR, Ritchie PJ, Currey N, Ng JC (2003) Toxicol Lett 137:23–34
Horvat M, Nolde N, Fajon V, Jereb V, Logar M, Lojen S, Jacimovic R, Falnogy I, Liya Q, Faganeli J, Drobne D (2003) Sci Total Environ 304:231–256
Chessa G, Calaresu G, Ledda G, Testa MC, Orrù A (2000) Lead, zinc and cadmium in biological tissues of sheep bred in a polluted area. In: Markert B, Friese K (eds) Trace elements—their distribution and effects in the environment. Elsevier, Amsterdam, pp 497–483
National Research Council (1994) Nutrient requirement of poultry. National Academy Press, Washington DC
Ausschuss für Bedarfsforschung der Gesellschaft für Ernährungsphysiologie (1999) Empfehlungen zur Energie- und Nährstoffversorgung von Legehennen und Masthühnern (Broiler). DLG, Frankfurt/Main
National Research Council (2000) Nutrient requirement of beef cattle. National Academy Press, Washington DC
Anonymous (2005) Mineralfutter für Rinder, http://www.gundel-gailroth.de/futtermittel/mineralfutter-rinder.htm. Accessed on 13 July 2007
Eurola M, Ekholm P, and Venäläinen E-J (2005) Selenium supplemented fertilization—effects on the selenium content of foods and the selenium intake in Finland, http://www.lbhi.is/landbunadur/wglbhi.nsf/Attachment/LBHI-rit-3/$file/LBHI-rit-3.pdf. Accessed on 13 July 2007
Hintze KJ, Lardy GP, Marchello MJ, Finley JW (2002) J Agric Food Chem 50:3938–3942
Sager M (2005) Ernährung/Nutrition 29:199–206
Acknowledgment
We are grateful to Bell AG, Bischofberger AG, Fredag, Micarna SA and Ernst Kneuss Geflügel AG who provided the poultry samples as well as to Albert Spiess AG, Cher-Mignon SA, Fleischtrocknerei Churwalden AG, Gabriel Fleury SA, Natura Bündner Fleischtrocknerei, and Surselva Fleischwaren AG, which provided the European and Australian dried beef samples. We also like to thank the Swiss embassies of USA and Canada who assisted in organizing the American and Canadian dried beef samples, the Swiss Federal Office of Public Health for its financial support and Werner Luginbühl from Chemstat, Berne, for the advice in statistical analysis and for partly reviewing the manuscript.
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Franke, B.M., Haldimann, M., Gremaud, G. et al. Element signature analysis: its validation as a tool for geographic authentication of the origin of dried beef and poultry meat. Eur Food Res Technol 227, 701–708 (2008). https://doi.org/10.1007/s00217-007-0776-8
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DOI: https://doi.org/10.1007/s00217-007-0776-8