Application of electronic nose for determination of Slovak cheese authentication based on aroma profile
Keywords:Slovak steamed cheese, aroma profile, e-nose, authentication
Electronic nose with sensors is used in many industries and for various applications such as quality control, process monitoring, shelf life evaluation, origin or authenticity assessment. The aim of this work was to investigate the electronic nose with FID detectors applicability for characterization of steamed cheese and for the assessment of steamed cheese quality decay during storage. Samples of smoked and unsmoked steamed cheese varieties from 5 Slovak enterprises concerning different regions of Slovakia were analysed. Data from aroma profiles were processed by statistical technique PCA. Compounds like acetaldehyde, 1-propanal, propanoic acid, ethyl hexanoate, furfural, butan-2-one, isovaleric acid, 1-hexanol or α-pinene were determined as significant flavours in fresh steamed cheese samples. In the current study, no significant differences in aroma profiles between fresh and stored cheese samples were confirmed. Thus, differences in main odour substances composition of steamed cheese varieties, obtained from various producers in several geographic regions of Slovakia, were minor.
mpuero, S., Bosset, J. O. 2003. The electronic nose applied to dairy products: a review. Sensors and Actuators B, vol. 94, no. 1, p. 1-12. https://doi.org/10.1016/S0925-4005(03)00321-6 DOI: https://doi.org/10.1016/S0925-4005(03)00321-6
Batty, D., Waite-Cusic, J. G., Meunier-Goddik, L. 2019. Influence of cheese-making recipes on the composition and characteristics of Camembert-type cheese. Journal Dairy Science, vol. 102, p. 164-176. https://doi.org/10.3168/jds.2018-14964 DOI: https://doi.org/10.3168/jds.2018-14964
Bhandari, M. P., Núñez Carmona, E., Galsyan, V., Sberveglieri, V. 2016. Quality evaluation of Parmigiano Reggiano cheese by a novel nanowire device S3 and evaluation of the VOCs profile. Procedia Engineering, vol. 168, p. 460-464. https://doi.org/10.1016/j.proeng.2016.11.126 DOI: https://doi.org/10.1016/j.proeng.2016.11.126
Buratti, S., Malegori, C., Benedetti, S., Oliveri, P., Giovanelli, G. 2018. E-nose, e-tongue and e-eye for edible olive oil characterization and shelf life assessment: A powerful data fusion approach. Talanta, vol. 182, p. 131-141. https://doi.org/10.1016/j.talanta.2018.01.096 DOI: https://doi.org/10.1016/j.talanta.2018.01.096
Carafa, I., Stocco, G., Franceschi, P., Summer, A., Tuohy, K. M., Bittante, G., Franciosi, E. 2019. Evaluation of autochthonous lactic acid bacteria as starter and non-starter cultures for the production of Traditional Mountain cheese. Food Research International, vol. 115, p. 209-218. https://doi.org/10.1016/j.foodres.2018.08.069 DOI: https://doi.org/10.1016/j.foodres.2018.08.069
Chen, Q., Song, J., Bi, J., Meng, X., Wu, X. 2018. Characterization of volatile profile from ten different varieties of Chinese jujubes by HS-SPME/GC-MS coupled with E-nose. Food Research International, vol. 105, p. 605-615. https://doi.org/10.1016/j.foodres.2017.11.054 DOI: https://doi.org/10.1016/j.foodres.2017.11.054
Commission Regulation (EC) No. 656/2008 of 10 July 2008, registering certain names in the Register of protected designations of origin and protected geographical indications (Chamomilla Bohemica (PDO), Vlaams-Brabantse tafeldruif (PDO), Slovenská parenica (PGI), Cipollotto Nocerino (PDO)). 11.7.2008.
Delgado-Martínez, F. J., Carrapiso, A. I., Contador, R., Rosario Ramírez M. 2019. Volatile compounds and sensory changes after high pressure processing of mature “Torta del Casar” (raw ewe´s milk cheese) during refrigerated storage. Innovative Food Science and Emerging Technologies, vol. 52, p. 34-41. https://doi.org/10.1016/j.ifset.2018.11.004 DOI: https://doi.org/10.1016/j.ifset.2018.11.004
Delgado-Rodríguez, M., Ruiz-Montoya, M., Giraldez, I., López, R., Madejón, E., Díaz, M. J. 2012. Use of electronic nose and GC-MS in detection and monitoring some VOC. Atmospheric Environment, vol. 51, p. 278-285. https://doi.org/10.1016/j.atmosenv.2012.01.006 DOI: https://doi.org/10.1016/j.atmosenv.2012.01.006
Gancarz, M., Wawrzyniak, J., Gawrysiak-Witulska, M., Wiącek, D., Nawrocka, A., Tadla, M., Rusinek, R. 2017. Application of electric nose with MOS sensors to prediction of rapessed quality. Measurement, vol. 103, p. 227-234. https://doi.org/10.1016/j.measurement.2017.02.042 DOI: https://doi.org/10.1016/j.measurement.2017.02.042
Guarrasi, V., Sannino, C., Moschetti, M., Bonanno A., Di Grigoli, A., Settanni, L. 2017. The individual contribution of starter and non-starter lactic acid bacteria to the volatile organic compound composition of Caciocavallo Palermitano cheese. International Journal of Food Microbiology, vol. 259, p. 35-42. https://doi.org/10.1016/j.ijfoodmicro.2017.07.022 DOI: https://doi.org/10.1016/j.ijfoodmicro.2017.07.022
Kim, N. S., Lee, J. H., Han, K. M., Kim, J. W., Cho, S., Kim, J. 2014. Discrimination of commercial cheeses from fatty acid profiles and phytosterol contents obtained by GC and PCA. Food Chemistry, vol. 143, p. 40-47. https://doi.org/10.1016/j.foodchem.2013.07.083 DOI: https://doi.org/10.1016/j.foodchem.2013.07.083
Li, Q., Yu, X. Z., Xu, L. R., Gao, J. M. 2017. Novel method for the producing area identification of Zhonging Goji berries by electronic nose. Food Chemistry, vol. 211, p. 1113-1119. https://doi.org/10.1016/j.foodchem.2016.11.049 DOI: https://doi.org/10.1016/j.foodchem.2016.11.049
Majcher M. A., Goderska, K., Pikul, J., Jeleń, H. H. 2011. Changes in volatile, sensory and microbial profiles during preparation of smoked ewe cheese. Journal of the Science of Food and Agriculture, vol. 91, no. 8, p. 1416-1423. https://doi.org/10.1002/jsfa.4326 DOI: https://doi.org/10.1002/jsfa.4326
Manzoli, A., Steffens C., Paschoalin R. T., Grabonski, A. M., Brandão,H. M., Carvalho B. C., Bellini J. L., de Paula Herman, J. L. 2019. Volatile compounds monitoring as indicative of female cattle fertile period using electronic nose. Sensors and Actuators B: Chemical, vol. 282, p. 609-616. https://doi.org/10.1016/j.snb.2018.11.109 DOI: https://doi.org/10.1016/j.snb.2018.11.109
Muliawan, E. B., Hatzikiriakos, S. G. 2008. Rheology of mozzarella cheese: Extrusion and rolling. International Dairy Journal, vol. 18, no. 6, p. 615-623. https://doi.org/10.1016/j.idairyj.2007.10.015 DOI: https://doi.org/10.1016/j.idairyj.2007.10.015
Niimi, J., Eddy, A. I., Overngton, A. R., Heeman, S. P., Silcock, P., Bremer, P. J., Delahunty, C. M. 2014. Aroma-taste interactions between a model cheese aroma and five basic tastes in solution. Food Quality and Preference, vol. 31, p. 1-9. https://doi.org/10.1016/j.foodqual.2013.05.017 DOI: https://doi.org/10.1016/j.foodqual.2013.05.017
Nogueira, M. C. L., Lubachevsky, G., Rankin, S. A. 2005. A study of the volatile composition of Minas cheese. LWT-Food Science and Technology, vol. 38, p. 555-563. https://doi.org/10.1016/j.lwt.2004.07.019 DOI: https://doi.org/10.1016/j.lwt.2004.07.019
Onipchenko, N., Doležalová, M., Procházková, E., Martinková, I., Hrabě, J. 2012. Changes in microflora during production of steamed cheeses (Změny mikroflóry během výroby pařených sýrů). Mlékarské listy, vol. 132, p. 1. (In Czech)
Sádecká, J., Kolek, E., Pangallo, D., Valík, L., Kuchta, T. 2014. Principal volatile odorants and dynamics of their formation during the production of May Bryndza cheese. Food Chemistry, vol. 150, p. 301-306. https://doi.org/10.1016/j.foodchem.2013.10.163 DOI: https://doi.org/10.1016/j.foodchem.2013.10.163
Sádecká, J., Šaková, N., Pangallo, D., Koreňová, J., Kolek, E., Puškárová, A., Bučková, M., Valík, L., Kuchta, T. 2016. Microbial diversity and volatile odour-active compounds of barrelled ewes´ cheese as an intermediate product that determines the quality of winter bryndza cheese. LWT-Food Science and Technology, vol. 70, p. 237-244. https://doi.org/10.1016/j.lwt.2016.02.048 DOI: https://doi.org/10.1016/j.lwt.2016.02.048
Śliwińska, M., Wiśniewska, P., Dymerski, T., Namieśnik, J., Wardencki, W. 2014. Food analysis using artificial senses. Journal of Agricultural and Food Chemistry, vol. 62, no. 7, p. 1423-1448. https://doi.org/10.1021/jf403215y DOI: https://doi.org/10.1021/jf403215y
Šaková, N., Sádecká, J., Lejková, J., Puškárová, A., Koreňová, J., Kolek, E., Valík, Ľ., Kuchta, T., Pangallo, D. 2015. Characterization of May bryndza cheese from various regions in Slovakia based on microbiological, molecular and principal volatile odorants examination. Journal of Food and Nutrition Research, vol. 54, no. 3, p. 239-251.
Thomsen, M., Gourrat, K., Thomas-Danguin, T., Guichard, E. 2014. Multivariate approach to reveal relationships betweeen sensory perception of cheeses and aroma profile obtained with different extraction methods. Food Research International, vol. 62, p. 561-571. https://doi.org/10.1016/j.foodres.2014.03.068 DOI: https://doi.org/10.1016/j.foodres.2014.03.068
Velasco, R., Cambero, M. I., Ordóñez, J. A., Concepción Cabeza, M. 2019. The impact of E-beam treatment on the microbial population and sensory quality of hard annatto-coloured cheese. LWT-Food Science and Technology, vol. 101, p. 315-322. https://doi.org/10.1016/j.lwt.2018.11.045 DOI: https://doi.org/10.1016/j.lwt.2018.11.045
Wilson, A. D., Baietto, M. 2009. Applications and advances in electronic nose technologies. Sensors, vol. 9, no. 7, p. 5099-5148. https://doi.org/10.3390/s90705099 DOI: https://doi.org/10.3390/s90705099
Xu, K., Wang, J., Wei, Z., Deng, F., Wang, Y., Cheng, S. 2017. An optimalization of the Mos electronic nose sensors array for the detection of Chinese pecan quality. Journal of Food Engineering, vol. 203, p. 25-31. https://doi.org/10.1016/j.jfoodeng.2017.01.023 DOI: https://doi.org/10.1016/j.jfoodeng.2017.01.023
Zimanová, M., Greifová, M., Body, P., Herian, K. 2016. Technológia výroby parených syrov. Chemické Listy vol. 110, p. 258-262. Available at: http://www.chemicke-listy.cz/docs/full/2016_04_258-262.pdf
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