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Original Articles

Fourier transform mid-infrared spectroscopy and chemometrics to identify and discriminate Boletus edulis and Boletus tomentipes mushrooms

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Pages S56-S68 | Received 27 Oct 2016, Accepted 28 Jan 2017, Published online: 25 Apr 2017

References

  • Sanmee, R.; Dell, B.; Lumyong, P.; Izumori, K.; Lumyong, S. Nutritive Value of Popular Wild Edible Mushrooms from Northern Thailand. Food Chemistry 2003, 82, 527–532.
  • Ulziijargal, E.; Mau, J.L. Nutrient Compositions of Culinary-Medicinal Mushroom Fruiting Bodies and Mycelia. International Journal of Medicinal Mushrooms 2011, 13, 343–349.
  • Kalač, P. Chemical Composition and Nutritional Value of European Species of Wild Growing Mushrooms: A Review. Food Chemistry 2009, 113, 9–16.
  • Olson, E.J.; Standing, J.E.; Griego-Harper, N.; Hoffman, O.A.; Limper, A.H. Fungal Beta-Glucan Interacts with Vitronectin and Stimulates Tumor Necrosis Factor Alpha Release from Macrophages. Infection and Immunity 1996, 64, 3548–3554.
  • Šandula, J.; Kogan, G.; Kačuráková, M.; Machová, E. Microbial (1→ 3)-Β-D-Glucans, Their Preparation, Physico-Chemical Characterization and Immunomodulatory Activity. Carbohydrate Polymers 1999, 38, 247–253.
  • Zaidman, B.Z.; Yassin, M.; Mahajna, J.; Wasser, S.P. Medicinal Mushroom Modulators of Molecular Targets as Cancer Therapeutics. Applied Microbiology and Biotechnology 2005, 67, 453–468.
  • Frankowska, A.; Ziółkowska, J.; Bielawski, L.; Falandysz, J. Profile and Bioconcentration of Minerals by King Bolete (Boletus edulis) from the Płocka Dale in PolandFood Additives and Contaminants: Part B 2010, 3, 1–6.
  • Luo, A.; Luo, A.; Huang, J.; Fan, Y. Purification, Characterization and Antioxidant Activities in Vitro and in Vivo of the Polysaccharides from Boletus edulis Bull. Molecules 2012, 17, 8079–8090.
  • Zhang, A.; Xiao, N.; He, P.; Sun, P. Chemical Analysis and Antioxidant Activity in Vitro of Polysaccharides Extracted from Boletus edulis. International Journal of Biological Macromolecules 2011, 49, 1092–1095.
  • Yang, T.W.; Li, T.; Zhang, J.; Li, J.Q.; Liu, H.G.; Wang, Y.Z. Discrimination of Boletus tomentipes from Different Regions Based on Infrared Spectrum Combined with Principal Component Analysis and Cluster Analysis. Spectroscopy and Spectral Analysis 2016, 36, 1726–1730.
  • Zhou, Z.J.; Liu, G.; Ren, X.P. A Study of Boletus bicolor from Different Areas Using Fourier Transform Infrared Spectrometry. Spectroscopy and Spectral Analysis 2010, 4, 911–914.
  • Yang, T.W.; Li, T.; Zhang, J.; Li, J.Q.; Liu, H.G.; Wang, Y.Z. Ultraviolet Spectrum Identification of Boletus tomentipes from Different Regions. Environmental Monitoring and Assessment 2015, 36, 301–305.
  • Falandysz, J.; Frankowska, A.; Mazur, A. Mercury and Its Bioconcentration Factors in King Bolete (Boletus edulis) Bull. Fr. Journal of Environmental Science and Health Part A 2007, 42, 2089–2095.
  • Zhang, J.; Liu, H.; Li, S.J.; Li, J.Q.; Wang, Y.; Li, T. Arsenic in Edible and Medicinal Mushrooms from Southwest China. International Journal of Medicinal Mushrooms 2015, 17, 601–605.
  • Heleno, S.A.; Barros, L.; Sousa, M.J.; Martins, A.; Santos-Buelga, C.; Ferreira, I.C. Targeted Metabolites Analysis in Wild Boletus Species. LWT-Food Science and Technology 2011, 44, 1343–1348.
  • Brondz, I.; Høiland, K.; Ekeberg, D. Multivariate Analysis of Fatty Acids in Spores of Higher Basidiomycetes: A New Method for Chemotaxonomical Classification of Fungi. Journal of Chromatography B 2004, 800, 303–307.
  • Petersen, R.H.; Hughes, K.W. Phylogeographic Examples of Asian Biodiversity in Mushrooms and Their Relatives. Fungal Divers 2003, 13, 95–109.
  • Izumitsu, K.; Hatoh, K.; Sumita, T.; Kitade, Y.; Morita, A.; Gafur, A.; Ota, Y. Rapid and Simple Preparation of Mushroom DNA Directly from Colonies and Fruiting Bodies for PCR 2012, 53, 396–401.
  • Sahu, R.K.; Mordechai, S. Spectroscopic Techniques in Medicine: The Future of Diagnostics. Applied Spectroscopy Reviews 2016, 51, 484–499.
  • Cheng, C.; Liu, J.; Wang, H.; Xiong, W. Infrared Spectroscopic Studies of Chinese Medicines. Applied Spectroscopy Reviews 2010, 45, 165–178.
  • Vodnar, D.C.; Socaciu, C.; Rotar, A.M.; Stanila, A. Morphology, FTIR Fingerprint and Survivability of Encapsulated Lactic Bacteria (Streptococcus thermophilus and Lactobacillus delbrueckii Subsp. Bulgaricus) in Simulated Gastric Juice and Intestinal Juice. International Journal of Food Science & Technology 2010, 45, 2345–2351.
  • Erwanto, Y.; Muttaqien, A.T.; Sugiyono, S.; Rohman, A. Use of Fourier Transform Infrared (FTIR) Spectroscopy and Chemometrics for Analysis of Lard Adulteration in “Rambak” Crackers. International Journal of Food Properties 2016, 19, 2718–2725.
  • Casale, M.; Oliveri, P.; Casolino, C.; Sinelli, N.; Zunin, P.; Armanino, C.; Lanteri, S. Characterisation of PDO Olive Oil Chianti classico by Non-Selective (Uv-Visible, NIR and MIR Spectroscopy) and Selective (Fatty Acid Composition) Analytical Techniques. Analytica Chimica Acta 2012, 712, 56–63.
  • Grunert, T.; Stephan, R.; Ehling-Schulz, M.; Johler, S. Fourier Transform Infrared Spectroscopy Enables Rapid Differentiation of Fresh and Frozen/Thawed Chicken. Food Control 2016, 60, 361–364.
  • Hirri, A.; Bassbasi, M.; Platikanov, S.; Tauler, R.; Oussama, A. FTIR Spectroscopy and PLS-DA Classification and Prediction of Four Commercial Grade Virgin Olive Oils from Morocco. Food Analytical Methods 2016, 9, 974–981.
  • Muhtar, I.; Mengyue, G.; Fang, P.; Aiguo, S.; Jiming, H. Discrimination of Natural Gas-Related Bacteria by Means of Micro-Raman Spectroscopy. Vibrational Spectroscopy 2016, 82, 44–49.
  • Zhao, Y.; Zhang, J.; Jin, H.; Zhang, J.; Shen, T.; Wang, Y. Discrimination of Gentiana rigescens from Different Origins by Fourier Transform Infrared Spectroscopy Combined with Chemometric Methods. Journal of AOAC International 2015, 98, 22–26.
  • Liland, K.H.; Almøy, T.; Mevik, B.H. Optimal Choice of Baseline Correction for Multivariate Calibration of Spectra. Applied Spectroscopy 2010, 64, 1007–1016.
  • Roy, I.G.; On Computing First and Second Order Derivative Spectra. Journal of Computational Physics 2015, 295, 307–321.
  • Dhanoa, M.S.; Lister, S.J.; Sanderson, R.; Barnes, R.J. The Link between Multiplicative Scatter Correction (MSC) and Standard Normal Variate (SNV) Transformations of NIR Spectra. Journal of near Infrared Spectroscopy 1994, 2, 43–47.
  • Cheajesadagul, P.; Arnaudguilhem, C.; Shiowatana, J.; Siripinyanond, A.; Szpunar, J. Discrimination of Geographical Origin of Rice Based on Multi-Element Fingerprinting by High Resolution Inductively Coupled Plasma Mass Spectrometry. Food Chemistry 2013, 141, 3504–3509.
  • Ambrose, A.; Lohumi, S.; Lee, W.H.; Cho, B.K. Comparative Nondestructive Measurement of Corn Seed Viability Using Fourier Transform Near-Infrared (FT-NIR) and Raman Spectroscopy. Sensors and Actuators B: Chemical 2016, 224, 500–506.
  • Buchgraber, M.; Ulberth, F.; Anklam, E. Cluster Analysis for the Systematic Grouping of Genuine Cocoa Butter and Cocoa Butter Equivalent Samples Based on Triglyceride Patterns. Journal of Agricultural and Food Chemistry 2004, 52, 3855–3860.
  • Mohaček-Grošev, V.; Božac, R.; Puppels, G.J. Vibrational Spectroscopic Characterization of Wild Growing Mushrooms and Toadstools. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 2001, 57, 2815–2829.
  • Nie, M.; Luo, J.; Xiao, M.; Chen, J.; Bao, K.; Zhang, W.; Chen, J.; Li, B. Structural Differences between Fusarium Strains Investigated by FT-IR Spectroscopy. Biochemistry 2007, 72, 61–67.
  • Fischer, G.; Braun, S.; Thissen, R.; Dott, W. FT-IR Spectroscopy as a Tool for Rapid Identification and Intra-Species Characterization of Airborne Filamentous Fungi. Journal of Microbiological Methods 2006, 64, 63–77.
  • Zervakis, G.I.; Bekiaris, G.; Tarantilis, P.Α.; Pappas, C.S. Rapid Strain Classification and Taxa Delimitation within the Edible Mushroom Genus Pleurotus through the Use of Diffuse Reflectance Infrared Fourier Transform (DRIFT) Spectroscopy. Fungal Biology 2012, 116, 715–728.
  • O’Gorman, A.; Downey, G.; Gowen, A.A.; Barry-Ryan, C.; Frias, J.M. Use of Fourier Transform Infrared Spectroscopy and Chemometric Data Analysis to Evaluate Damage and Age in Mushrooms (Agaricus bisporus) Grown in Ireland. Journal of Agricultural and Food Chemistry 2010, 58, 7770–7776.
  • Mellado-Mojica, E.; López, M.G. Identification, Classification, and Discrimination of Agave Syrups from Natural Sweeteners by Infrared Spectroscopy and HPAEC-PAD. Food Chemistry 2015, 167, 349–357.
  • García, M.Á.; Alonso, J.; Melgar, M.J. Lead in Edible Mushrooms: Levels and Bioaccumulation Factors. Journal of Hazardous Materials 2009, 167, 777–783.
  • Hou, W.; Tian, Y.; Liao, T.; Huang, Y.; Tang, Z.; Wu, Y.; Duan, Y. Development of the Mass Spectral Fingerprint by Headspace-Solid-Phase Microextraction-Mass Spectrometry and Chemometric Methods for Rapid Quality Control of Flavoring Essence. Microchemical Journal 2016, 128, 75–83.
  • Kennard, R.W.; Stone, L.A. Computer Aided Design of Experiments. Technometrics 1969, 11, 137–148.
  • Alexander, D.L.J.; Tropsha, A.; Winkler, D.A. Beware of R2: Simple, Unambiguous Assessment of the Prediction Accuracy of QSAR and QSPR Models. Journal of Chemical Information and Modeling 2015, 55, 1316–1322.
  • Pérez-Enciso, M.; Tenenhaus, M. Prediction of Clinical Outcome with Microarray Data: A Partial Least Squares Discriminant Analysis (PLS-DA) Approach. Human Genetics 2003, 112, 581–592.
  • Tănase, C.; Odochian, L.; Balaeş, T.; Lisă, G.; Gherca, D.; Pui, AStudy of Thermal Behaviour of Some Edible Mushrooms. Journal of Thermal Analysis and Calorimetry 2014, 115, 947–953.

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