Ordinary least squared linear regression model for estimation of zinc in wild edible mushroom (Suillus luteus (L.) Roussel)

Authors

  • Miroslava T. Ivanova Trakia University, Department of Informatics and Mathematics, Faculty of Economics, 6000 Stara Zagora, Bulgaria Author
  • Tzenka I. Radoukova University of Plovdiv “Paisii Hilendarski”, Department of Botany and Methods of Biology Teaching, Faculty of Biology, 4000 Plovdiv, Bulgaria Author
  • Lilko K. Dospatliev Trakia University, Department of Pharmacology, Animal Physiology and Physiological Chemistry, Faculty of Veterinary Medicine, 6000 Stara Zagora, Bulgaria Author
  • Maria N. Lacheva Agricultural University, Department of Botany and Agrometeorology, 4000 Plovdiv, Bulgaria Author

Keywords:

atomic absorption, least squares, linear regression model, ordinary, spectrometry, Suillus luteus, trace elements

Abstract

Suillus luteus (L.) Roussel is a basidial fungus, and the type species of the genus Suillus. A common fungus native to Eurasia, from the British Isles to Korea, it has been introduced widely elsewhere, including North and South America, southern Africa, Australia and New Zealand.The aims of this work were to determine trace elements (Pb, Cd, Co, Cu, Mn, Zn and Fe) contents in the wild edible mushroom S. luteus growing in the Batak Mountain, Bulgaria and to identify the relationship between Zn and the other elements using ordinary least squares multiple linear regression model. Quantitative determination of the concentration of the studied trace elements was carried out in mineralized samples by Perkin Elmer A Analyst 800 atomic absorption spectrometer with deuterium background corrector. All statistical computing, analysis and all charts were performed with the statistical software R program. The ordinary least squares linear regression model was obtained for Zn. Based on the obtained
model, the following interpretations for Zn contents in the wild edible mushroom S. luteus growing in the Batak Mountain, Bulgaria could be made: if Fe and Cd increase by 1%, the effect of this increase would result in an increase in Zn by 15.245% on the average; if Mn, Cu, Co and Pb decreases by 1%, the effect of this decrease would result in an decrease in Zn by 3.582% on the average.

References

Andreini, C. & Bertini, I. (2012). A bioinformatics view of zinc enzymes. Journal of Inorganic Biochemistry, 111, 150-156.

Barros, L., Cruz, T., Baptista, P., Estevinho, L. M. & Ferreira, I. C. (2008). Wild and commercial mushrooms as source of nutrients and nutraceuticals. Food and Chemical Toxicology, 46, 2742-2747.

Brewer, G. J., Kanzer, S. H., Zimmerman, E. A, Moiho, E. S., Heckman, S. M. & Dick, R. (2010). Subclinical zinc deficiency in Alzheimer's disease and Parkinson's disease. American Journal of Alzheimer's Disease and Other Dementias, 25, 572-575.

Demirbas, A. (2001a). Concentrations of 21 metals in 18 species of mushrooms growing in the East Black Sea region. Food Chemistry, 75, 453-457.

Demirbas, A. (2001b). Heavy metal bioaccumulation by mushrooms from artificially fortified soil. Food Chemistry, 74, 293-301.

Demirbas, A. (2002). Metal ion uptake by mushrooms from natural and artificially enriched soils. Food Chemistry, 78, 89-93.

Dogan, H. H., Sanda, M. A., Uyanoz, R., Ozturk, C. & Çetin, U. (2006).Contents of metals in some wild mushrooms its impact in human health. Biological Trace Element Research, 110, 79-93.

Dospatliev, L. & Ivanova, M. (2017). Determination of heavy metals in mushroom samples by Atomic Absorption Spectrometry. Bulgarian Chemical Communications, 49(G), 5 – 9.

Dospatliev, L., Lozanov, V., Ivanova, M., Papazov, P., Sugareva, P., Petkova, Z. & Bojilov, D. (2018). Comparison of free amino acid compositions of stem and cap in wild edible mushrooms, Bulgaria. Oxidation Communications, 41, 542 – 549.

Dospatliev, L., Lozanov, V., Ivanova, M., Papazov, P., Sugareva, P., Petkova, Z. & Bojilov, D. (2019). A comparative study on the methods of antioxidant activity in wild edible mushrooms from the Batak Mountain, Bulgaria. Bulgarian Chemical Communications, 51(A), (in press).

Elmastas, M., Isildak, O., Turkekul, I. & Temur, N. (2007). Determination of antioxidant activity and antioxidant compounds in wild edible mushrooms. Journal of Food Composition and Analysis, 20, 337-345.

Garcia, M. A., Alonso, J., Fernandez, M. I. & Melgar, M. J. (1998). Lead content in edible wild mushrooms in Nortwest Spain as indicator of environmental contamination. Archives of Environmental and Contamination and Toxicology, 34, 330-335.

Gujarati, D. (2003). Basic econometrics, McGraw-Hill, Singapura.

Ivanova, M., Dospatliev, L. & Papazov, P. (2019).Application of ICP-OES method of determination of K, P, Mg, Na and Ca in nine wild edible mushrooms with a chemometric approach. Comptesrendus de l'Academie bulgare des Sciences, 72(2), 182-190.

Kalač, P. (2009). Chemical composition and nutritional value of European species of wild growing mushrooms: a review. Food Chemistry, 113, 9-16.

Kalač, P. (2010). Trace element contents in European species of wild growing edible mushrooms: a review for the period 2000-2009. Food Chemistry, 122, 2-15.

Mlyniec, K., Ostachowicz, B., Krakowska, A., Reczynski, W., Opoka, W. &Nowak, G. (2014). Chronic but not acute antidepressant treatment alters serum zinc/copper ratio under pathological/zinc-deficient conditions in mice. Journal of Physiology and Pharmacology, 65, 673-678.

Muszynska, B., Kala, K., Sulkowska-Ziaja, K., Gawel, K., Zajac, M. & Opoka, W. (2015). Determination of indole compounds released from selected edible mushrooms and their biomass to artificial stomach juice. LWT-Food Sciience and Technology, 62, 27-31.

Muszynska, B., Sulkowska-Ziaja, K. & Ekiert, H. (2011). Indole compounds in fruiting bodies of some edible Basidiomycota species. Food Chemistry, 125, 1306-1308.

Opoka, W., Adamek, D., Plonka, M., Reczynski, W., Bas, B., Drozdowicz, D., Jagielski, P., Sliwowski, Z., Adamski, P. & Brzozowski, T. (2010). Importance of luminal and mucosal zinc in the mechanism of experimental gastric ulcer healing. Journal of Physiology and Pharmacology, 61, 581-591.

Opoka, W., Sowa-Kucma, M., Kowalska, M., Bas, B., Golembiowska, K. & Nowak, G. (2008). Intraperitoneal zinc administration increases extracellular zinc in the rat prefrontal cortex. Journal of Physiology and Pharmacology, 59, 477-487.

Ouzuni, P. K., Veltsistas, P. G., Paleologos, E. K. & Riganakos, K. A. (2007). Determination of metal content in wild edible mushroom species from regions of Greece. Journal of Food Composition and Analysis, 20, 480-486.

Powell, S. R. (2000). The antioxidant properties of zinc. The Journal of Nutrition, 130 (Suppl. 5S), 1447-1454.

Shankar, A. H. & Prasad, A. S. (1998). Zinc and immune function: the biological basis of altered resistance to infection. The American Journal of Clinical Nutrition, 68(Suppl. 2): 4477-463S.

Shapiro, S. S. & Wilk, M. B. (1965). An analysis of variance test for normality (complete samples). Biometrika, 52, 591–611.

Sowa-Kucma, M., Szewczyk, B., Sadlik K, Piekoszewski, W., Trela, F., Opoka, W., Poleszak, E. & Pilc, A. (2013). Nowak, G. Zinc, magnesium and NMDA receptor alterations in the hippocampus of suicide victims. Journal of Affective Disorders, 151, 924-931.

Sulkowska-Ziaja, K., Muszynska, B. & Konska, G. (2005). Biologically active compounds of mushrooms origin displaying antitumor activity. Acta Poloniae Pharmaceutica, 62, 153-159.

Szynkowska, M. I., Pawlaczyk, A., Albinska, J. & Paryjczak, T. (2008). Comparison of accumulation ability of toxicologically important metals in caps and stalks in chosen mushrooms. Polish Journal of Chemistry, 82, 313-319.

Turkekul, I., Elmastas, M. & Tuzen, M. (2004). Determination of iron, copper, manganese, zinc, lead, and cadmium in mushroom samples from Tokat, Turkey. Food Chemistry, 84, 389-392.

Wasser, S. P. & Weis, A. (1999). Therapeutic effects of substances occurring in higher Basidiomycetes mushroom: a modern perspective. Critical Reviews in Immunology, 19, 65-69.

WHO (1982). World Health Organization Evaluation of Certain Foods Additives and Contaminants (Twenty-Six Report of the Joint FAO/WHO Expert Committee on Food Additives), WHO Library Cataloguing-in-Publication Data, WHO: Geneva, Switzerland.

Zaidman, B. Z., Yassin, M., Mahajana, J. & Wasser, S. P. (2005). Medicinal mushroom modulators of molecular targets as cancer therapeutic. Applied Microbiology and Biotechnology, 67, 453-468.

Zembron-Lacny, A., Gajewski, M., Naczk, M. & Siatkowski, I. (2013). Effect of shiitake (Lentinus edodes) extract on antioxidant and inflammatory response to prolonged eccentric exercise. Journal of Physiology and Pharmacology, 64, 249-254.

http://www.stat.purdue.edu/~jtroisi/STAT350Spring2015/tables/FTable.pdf

https://www.statisticssolutions.com/wp-content/uploads/wp-post-to-pdf-enhanced-cache/1/assumptions-of-multiple-linear-regression.pdf

https://www3.nd.edu/˜wevans1/econ30331/Durbin_Watson_tables.pdf

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Published

31.08.2020

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Section

Agrochemisty and Soil Science

How to Cite

T. Ivanova, M., I. Radoukova, T., K. Dospatliev, L., & N. Lacheva, M. (2020). Ordinary least squared linear regression model for estimation of zinc in wild edible mushroom (Suillus luteus (L.) Roussel). Bulgarian Journal of Agricultural Science, 26(4), 863-869. https://agriacad.eu/ojs/index.php/bjas/article/view/2616