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Original Article

Geographical origin traceability of foxtail millet based on the combination of multi-element and chemical composition analysis

, , , &
Pages 1769-1777 | Received 24 Apr 2018, Accepted 26 Jul 2018, Published online: 06 Aug 2018

References

  • Jonese, M. K.; Liu, X. Origins of Agricultural in East Asia. Science 2009, 324, 730–731. DOI: 10.1126/science.1172082.
  • Devi, P. B.; Vijayabharathi, R.; Sathyabama, S.; Malleshi, N. G.; Priyadarisini, V. B. Health Benefits of Finger Millet (Eleusine Coracana L.) Polyphenols and Dietary Fibre: A Review. Journal of Food Science and Technology 2014, 51, 1021–1040. DOI: 10.1007/s13197-011-0584-9.
  • Zhang, G. Y.; Liu, X.; Quan, Z. W.; Cheng, S. F.; Xu, X.; Pan, S. K.; Xie, M.; Zeng, P.; Yue, Z.; Wang, W. L. Genome Sequence of Foxtail Millet (Setaria Italica) Provides Insights into Grass Evolutionand Biofuel Potential. Nature Biotechnology 2012, 30, 549–556. DOI: 10.1038/nbt.2195.
  • Sreenivasulu, N.; Miranda, M.; Prakash, H. S.; Wobus, U.; Weschke, W. Transcriptome Changes in Foxtail Millet Genotypes at High Salinity: Identification and Characterization of a PHGPX Gene Specifically Upregulated by NaCl in a Salt-Tolerant Line. Journal of Plant Physiology 2004, 161, 467–477. DOI: 10.1078/0176-1617-01112.
  • Pawar, V. S.; Pawar, V. D. Malting Characteristics and Biochemical Changes of Foxtail Millet. Journal of Food Science and Technology-Mysore 1997, 34, 416–418.
  • Liu, R. H. Whole Grain Phytochemicals and Health. Journal of Cereal Science 2004, 46, 207–219. DOI: 10.1016/j.jcs.2007.06.010.
  • Kumar, K. V. P.; Dharmaraj, U.; Sakhare, S. D.; Inamdar, A. A. Flour Functionality and Nutritional Characteristics of Different Roller Milled Streams of Foxtail Millet (Setaria Italica). Lwt-Food Science and Technology 2016, 73, 274–279. DOI: 10.1016/j.lwt.2016.06.028.
  • Kalinova, J.; Moudry, J. Content and Quality of Protein in Proso Millet (Panicum Miliaceum L.) Varieties. Plant Food for Human Nutrition 2006, 61, 45–49. DOI: 10.1007/s11130-006-0013-9.
  • Wen, Y.; Liu, J.; Meng, X.; Zhang., D.; Zhao, G. Characterization of Proso Millet Starches from Different Geographical Origins of China. Food Science and Biotechnology 2014, 23, 1371–1377. DOI: 10.1007/s10068-014-0188-z.
  • Kitta, K.; Ebihara, M.; Iizuka, T.; Yoshikawa, R.; Isshiki, K.; Kawamoto, S. Variations in Lipid Content and Fatty Acid Composition of Major Non-Glutinous Rice Cultivars in Japan. Journal of Food Composition and Analysis 2005, 18, 269–278. DOI: 10.1016/j.jfca.2004.10.001.
  • Dutra, S. V.; Adami, L.; Marcon, A. R.; Carnieli, G. J.; Roani, C. A.; Spinelli, F. R.; Vanderlinde, R. Determination of the Geographical Origin of Brazilian Wines by Isotope and Mineral Analysis. Analytical and Bioanalytical Chemistry 2011, 401, 1571–1576. DOI: 10.1007/s00216-011-5181-2.
  • Gonzalez-Martin, M. I.; Moncada, G. W.; Gonzalez-Perez, C.; San Martin, N. Z.; Lopez-Gonzalez, F.; Ortega, I. L.; Hernandez-Hierro, J. M. Chilean Flour and Wheat Grain: Tracing Their Origin Using near Infrared Spectroscopy and Chemometrics. Food Chemistry 2014, 145, 802–806. DOI: 10.1016/j.foodchem.2013.08.103.
  • Maione, C.; Batista, B. L.; Campiglia, A. D.; Barbosa, F.; Barbosa, R. M. Classification of Geographic Origin of Rice by Data Mining and Inductively Coupled Plasma Mass Spectrometry. Computers and Electronics in Agriculture 2016, 121, 101–107. DOI: 10.1016/j.compag.2015.11.009.
  • Karabagias, I. K.; Halatsi, E. Z.; Karabournioti, S.; Kontakos, S.; Kontominas, M. G. Impact of Physicochemical Parameters, Pollen Grains, and Phenolic Compounds on the Correct Geographical Differentiation of Fir Honeys Produced in Greece as Assessed by Multivariate Analyses. International Journal of Food Properties 2017, 20, S520–S533. DOI: 10.1080/10942912.2017.1300811.
  • Karabagias, I. K.; Louppis, A. P.; Karabournioti, S.; Kontakos, S.; Papastephanou, C.; Kontominas, M. G. Characterization and Classification of Commercial Thyme Honeys Produced in Specific Mediterranean Countries according to Geographical Origin, Using Physicochemical Parameter Values and Mineral Content in Combination with Chemometrics. European Food Research and Technology 2017, 243, 889–900. DOI: 10.1007/s00217-016-2803-0.
  • Yasui, A.; Shindoh, K. Determination of the Geographic Origin of Brownrice with Trace-Element Composition. Bunseki Kagaku 2000, 49, 405–410. DOI: 10.2116/bunsekikagaku.49.405.
  • Suzuki, Y.; Chikaraishi, Y.; Ogawa, N. O.; Ohkouchi, N.; Korenaga, T. Geographical Origin of Polished Rice Based on Multiple Element and Stable Isotope Analyses. Food Chemistry 2008, 109, 470–475. DOI: 10.1016/j.foodchem.2007.12.063.
  • Luo, D. H.; Dong, H.; Luo, H. Y.; Xian, Y. P.; Wan, J.; Guo, X. D.; Wu, Y. L. The Application of Stable Isotope Ratio Analysis to Determine the Geographical Origin of Wheat. Food Chemistry 2015, 174, 197–201. DOI: 10.1016/j.foodchem.2014.11.006.
  • Wu, Y. L.; Luo, D. H.; Dong, H.; Wan, J.; Luo, H. Y.; Xian, Y. P.; Guo, X. D.; Han, W. Q.; Wang, L. Geographical Origin of Cereal Grains Based on Element Analyser-Stable Isotope Ratio Massspectrometry (EA-SIRMS). Food Chemistry 2015, 174, 553–557. DOI: 10.1016/j.foodchem.2014.11.096.
  • Cheajesadagul, P.; Arnaudguilhem, C.; Shiowatana, J.; Siripinyanond, A.; Szpunar, J. Discrimination of Geographical Origin of Rice Based on Multi-Element Fingerprinting by Highresolution Inductively Coupled Plasma Mass Spectrometry. Food Chemistry 2013, 141, 3504–3509. DOI: 10.1016/j.foodchem.2013.06.060.
  • Zhao, H. Y.; Guo, B. L.; Wei, Y. M.; Zhang, B.; Sun, S. M.; Zhang, L.; Yan, J. H. Determining the Geographic Origin of Wheat Using Multielement Analysis and Multivariate Statistics. Journal of Agricultural & Food Chemistry 2011, 59, 4397–4402. DOI: 10.1021/jf200108d.
  • AACC International. Approved Methods of the American Association of Cereal Chemists, 10th ed.; Methods 14-50 and 44-15A. The Association: St. Paul, Minnesota, USA, 2000.
  • Englyst, H. N.; Hudson, G. J. The Classification and Measurement of Dietary Carbohydrates. Food Chemistry 1996, 57, 15–21. DOI: 10.1016/0308-8146(96)00056-8.
  • Sowbhagya, C. M.; Bhattacharya, K. R. A Simplified Colorimetric Method for Determination of Amylose Content in Rice. Starch 1979, 23, 53–56. DOI: 10.1002/star.19710230206.
  • Zhang, H. X.; Rui, Y. K. Determining Mineral Elements in Four Kinds of Grains from Beijing Market by ICP-MS Simultaneously. Journal of Saudi Chemical Society 2012, 16, 31–33. DOI: 10.1016/j.jscs.2010.10.014.
  • Liu, M. X.; Zhang, Z. W.; Ren, G. X.; Zhang, Q.; Wang, Y. Y.; Lu, P. Evaluation of Selenium and Carotenoid Concentrations of 200 Foxtail Millet Accessions from China and Their Correlations with Agronomic Performance. Journal of Integrative Agriculture 2016, 15, 1449–1457. DOI: 10.1016/S2095-3119(15)61160-1.
  • Verma, S.; Srivastava, S.; Tiwari, N. Comparative Study on Nutritional and Sensory Quality of Barnyard and Foxtail Millet Foodproducts with Traditional Rice Products. Journal of Food Science & Technology 2015, 52, 5147–5155. DOI: 10.1007/s13197-014-1617-y.
  • Wei, F. S.; Zhang, C. J.; Chen, J. S.; Wu, Y. Y. Study on the Background Contents on 61 Elements of Soil in China. Environmental Sciences 1991, 12, 12–19.
  • Devisetti, R.; Yadahally, S. N.; Bhattacharya, S. Nutrients and Antinutrients in Foxtail and Proso Millet Milled Fractions: Evaluation of Their Flour Functionality. LWT-Food Science and Technology 2014, 59, 889–895. DOI: 10.1016/j.lwt.2014.07.003.
  • Fujita, S.; Sugimoto, Y.; Yamashita, Y.; Fuwa, H. Physicochemical Studies of Starch from Foxtail Millet (Setaria Italic Beauv). Food Chemistry 1996, 55, 209–213. DOI: 10.1016/j.jfoodeng.2006.01.076.
  • Obilana, A. B.; Manyasa, E. Millets. In Pseudocereals and less Common Cereals; Belton, P. S., Taylor, J. R. N., Eds.; Springer: Berlin, Heidelberg, 2002, 8, 177–217.
  • Shobana, S.; Malleshi, N. G. Preparation and Functional Properties of Decorticated Finger Millet (Eleusine Coracana). Journal of Food Engineering 2007, 79, 529–538. DOI: 10.1016/j.jfoodeng.2006.01.076.
  • Siwela, M.; Taylor, J. R. N.; De Milliano, W. A. J.; Duodu, K. G. Influence of Phenolics in Finger Millet on Grain and Malt Fungal Load, and Malt Quality. Food Chemistry 2010, 121, 443–449. DOI: 10.1016/j.foodchem.2009.12.062.
  • Liu, J. S.; Wang, R. Q.; Dai, J. L.; Zhang, Y. L.; Wang, Q. Soil Environmental Background Concentrations in Old Course of the Yellow River in Shandong Province. Environmental Science 2008, 29, 1699–1704. in Chinese.
  • Cheng, Q. L.; Guo, Y. J.; Wang, W. L.; Hao, S. L. Spatial Variation of Soil Quality and Pollution Assessment of Heavy Metals in Cultivated Soils of Henan Province, China. Chemical Speciation & Bioavailability 2014, 26, 184–190. DOI: 10.3184/095422914X14042081874564.
  • Sun, Z. J.; Ma, L.; Zhang, M.; Chen, B. C.; Song, F. P. Composition of Clay Minerals and Adsorption Characteristics of Main Orchard Soils in Shandong. Journal of Soil & Water Conservation 2007, 21, 57–60. in Chinese.
  • Upadhyaya, H. D.; Gowda, C. L. L.; Pundir, R. P. S.; Reddy, V. G.; Singh, S. Development of Core Subset of Finger Millet Germplasm Using Geographical Origin and Data on 14 Quantitative Traits. Genetic Resources & Crop Evolution 2006, 53, 679–685. DOI: 10.1007/s10722-004-3228-3.
  • Liu, W. H.; Lu, B.; Zhou, N. J. Studies on the Effects of Various Ecological Factors on the Contents of Protein and Fat in Millet. Journal of Shanxi Agricultural University 1995, 3, 244–247. In Chinese.
  • Wang, J.; Kliks, M. M.; Qu, W. Y.; Jun, S. J.; Shi, G. Y.; Li, Q. X. Rapid Determination of the Geographical Origin of Honey Based on Protein Fingerprinting and Barcoding Using MALDI TOF MS. Journal of Agricultural and Food Chemistry 2009, 57, 10081–10088. DOI: 10.1021/jf902286p.
  • Jiang, S. L.; Wu, J. G.; Feng, Y.; Yang, X. E.; Shi, C. H. Correlation Analysis of Mineral Element Contents and Quality Traits in Milled Rice (Oryza Stavia L.). Journal of Agricultural & Food Chemistry 2007, 55, 9608–9813. DOI: 10.1021/jf071785w.
  • Zhou, C. S.; Liu, W. H.; Fan, B. W.; Luo, L. Study on Correlation between Trace Elements and Quality and Output of Rice in Sichuan. Guangdong Trace Elements Sciences 2003, 10, 56–59. in Chinese.