Czech J. Food Sci., 2002, 20(4):135-143 | DOI: 10.17221/3524-CJFS

The use of PCA, FA, CA for the evaluation of vegetable juices processed by lactic acid fermentation

J. Karovičová, Z. Kohajdová
Department of Food Technology - Faculty of Chemical and Food Technology, Slovak Technical University, Bratislava, Slovak Republic

The cabbage-carrot juices were inoculated with Lactobacillus plantarum 92H at the concentration of 8 × 106 CFU/ml and fermented in a thermostat at 24°C for 150 hours. During the fermentation, both analytical (pH, total acidity, reducing sugars, l-ascorbic acid, lactic, acetic and citric acids, biogenic amines) and sensory (appearance, colour, turbidity, sediment and taste) parameters were followed. For the evaluation of the results of the chemical and sensory (taste) analyses of these juices the multivariate statistical methods were applied. PCA and FA reduced the 7 original analytical variables to 1 independent component (factor) that accounted for 96.92% of the total variance, and CA divided samples into 2 groups according to the contents of lactic and acetic acids. PCA and FA reduced the 8 taste and mixture taste descriptors to 2 components (factors) that accounted for 97.28% of the total variance.

Keywords: fermentation; vegetable juices; chemical analysis; sensory analysis; multivariate statistical methods

Published: August 31, 2002  Show citation

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Karovičová J, Kohajdová Z. The use of PCA, FA, CA for the evaluation of vegetable juices processed by lactic acid fermentation. Czech J. Food Sci. 2002;20(4):135-143. doi: 10.17221/3524-CJFS.
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References

  1. CHANDIAK J. (1992): Štatistika. Štatistické metódy v programovom systéme Statgraphics. Bratislava, ES VŠE.
  2. CHANDIAK J., KOMORÍK J., K OMORÍKOVÁ M. (1999): Štatistické metódy. Bratislava, STATIS.
  3. DAVÍDEK J., VELÍŠEK J. (1992): Analýza potravin. Praha, ES VŠCHT.
  4. DESTEFANIS G., BARGET M.T., BRUGIAPAGLIA A., TASSONE S. (2000): The use of principal component analysis (PCA) to characterize beef. Meat Sci., 56: 255-259. Go to original source... Go to PubMed...
  5. DRDÁK M., KAROVIČOVÁ J., GREIF G., RAJNIAKOVÁ A. (1994): Výber kmeňov Lactobacillus species pre mliečnu fermentáciu. Bull. PV, 13: 195-203.
  6. FRAU M., SIMAL S., FEMENIA A., SANJUÁN E., ROSSELÓ C. (1999): Use of principal component analysis to evaluate the physical properties of Mahon cheese. Eur. Food Res. Technol., 210: 73-76. Go to original source...
  7. GREIF G., G REIFOVÁ M., DRDÁK M. (1997): Stanovenie biogénnych amínov v potravinách živočíšneho pôvodu metódou HPLC. Potrav. Vědy, 15: 119-129.
  8. GREIF G., GREIFOVÁ M., DVORAN M., KAROVIČOVÁ J., BUCHTOVÁ V. (1999): Štúdium rastu a produkcie biogénnych amínov niektorými mikroorganizmami v modelových podmienkach. Czech J. Food Sci., 17: 15-21. Go to original source...
  9. HEBÁK P., HUSTOPECKÝ J. (1987): Viacrozmerné matematické metódy s aplikáciami. Praha, STNL-ALFA.
  10. KAROVIČOVÁ J., DRDÁK M., GREIF G., HYBENOVÁ E. (1999): The choice of strains of Lactobacillus species for the lactic acid fermentation of vegetable juices. Eur. Food Res. Technol., 210: 53-56. Go to original source...
  11. KAROVIČOVÁ J., DRDÁK M., POLONSKÝ J. (1990): Utilization of capillary isotachophoresis in the determination of organic acids in food. J. Chromatogr., 509: 283-286. Go to original source... Go to PubMed...
  12. KAROVIČOVÁ J., GREIF G., KOHAJDOVÁ Z., HYBENOVÁ E. (2001): Použitie multivariačnej analýzy pri hodnotení mliečne fermentovaných zeleninových štiav. Bull. PV, 40: 119-131.
  13. KOHAJDOVÁ Z., KAROVIČOVÁ J. (2001): Biogénne amíny - vznik, metódy stanovenia a výskyt v potravinách. Bull. PV, 40: 75-89.
  14. KOSCHIN F., KARNÍK I., MAREK L., PRŮŠA M., ŘEZANKOVÁ H., SVOBODA L., VRABEC M. (1992): Statgraphics anebo statistika pro každého. Praha, Grada.
  15. KUCHTA T., RADOŠOVSKÁ R., GLONČÁKOVÁ B., BELICOVÁ A., LOPAŠOVSKÁ J. (1994): Príprava mliečne fermentovaných zeleninových šalátov baktériami mliečneho kvasenia. Bull. PV, 33: 85-90.
  16. KYZLINK V. (1980): Základy konzervace potravin. Praha, SNTL.
  17. LAMOŠ F., POTOCKÝ R. (1989): Pravdepodobnosť a matematická štatistika - štatistické analýzy. Bratislava, ALFA.
  18. POKORNÝ J., KALINOVÁ L., VELÍŠEK J. (1995): Time intensity bitterness evaluation of bitter liquers. Potrav. Vědy, 13: 409- 417.
  19. SORIA Y., RECASENS I., GATIUS F., PUY J. (1999): Multivariate analysis of superficial scaled susceptibility on Granny Smith apples dippea with diferent postharvest treatments. J. Agr. Food Chem., 47: 4854-4858. Go to original source... Go to PubMed...
  20. VELÍŠEK J., MIKULCOVÁ R., MÍKOVÁ K., KASSAHUN B.E., LINK J., DAVÍDEK J. (1995): Chemometric investigation of mustard seed. Potrav. Vědy, 13: 1-12.

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