Monitoring of lactic acid fermentation process using Fourier transform near infrared spectroscopy

被引:31
作者
Grassi, Silvia [1 ]
Alamprese, Cristina [1 ]
Bono, Veronica [1 ]
Picozzi, Claudia [1 ]
Foschino, Roberto [1 ]
Casiraghi, Ernestina [1 ]
机构
[1] Univ Milan, Dept Food Environm & Nutr Sci DeFENS, I-20133 Milan, Italy
关键词
FT-NIR; lactic acid fermentation; modelling; rheology; YOGURT; BACTERIA; CULTURE; FOOD;
D O I
10.1255/jnirs.1058
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
The aim of this paper was to evaluate the suitability of Fourier transform near infrared (FT-NIR) spectroscopy, combined with multivariate data analysis, to monitor milk lactic acid fermentation as an indication of possible deviations in quality parameters. Fermentation trials performed with different inocula (Streptococcus thermophilus and Lactobacillus delbrueckii subsp. bulgaricus as single or in mixed cultures) at three incubation temperatures (37 degrees C, 41 degrees C and 45 degrees C) were monitored by FT-NIR spectroscopy. Rheological and conventional quality parameters (microbial counts, pH, titratable acidity, lactose, galactose and lactic acid concentrations) were used as reference values to assess the findings with FT-NIR spectroscopy. Principal component analysis was applied to spectra to uncover molecular modifications. PC1 scores, rheological data and conventional quality parameter values were modelled as a function of fermentation time to designate critical points all along the process. Results showed that FT-NIR spectroscopy is a useful tool for real-time assessment of curd development during fermentation, offering crucial information in agreement with rheology and conventional quality parameters.
引用
收藏
页码:417 / 425
页数:9
相关论文
共 26 条
[1]   Simultaneous prediction of acidity parameters (pH and titratable acidity) in Kefir using near infrared reflectance spectroscopy [J].
Affane, Armelle L. Ntsame ;
Fox, Glen P. ;
Sigge, Gunnar O. ;
Manley, Marena ;
Britz, Trevor J. .
INTERNATIONAL DAIRY JOURNAL, 2011, 21 (11) :896-900
[2]  
Andersen T., 1993, MODERN DAIRY TECHNOL, P381
[3]   Shelf life of Crescenza cheese as measured by electronic nose [J].
Benedetti, S ;
Sinelli, N ;
Buratti, S ;
Riva, M .
JOURNAL OF DAIRY SCIENCE, 2005, 88 (09) :3044-3051
[4]  
Camaschella P, 1998, LAIT, V78, P461, DOI 10.1051/lait:1998444
[5]   Application of Near-Infrared Spectroscopy for Monitoring and Control of Cell Culture and Fermentation [J].
Cervera, Albert E. ;
Petersen, Nanna ;
Lantz, Anna Eliasson ;
Larsen, Anders ;
Gernaey, Krist V. .
BIOTECHNOLOGY PROGRESS, 2009, 25 (06) :1561-1581
[6]  
Codex Alimentarius Commission, COD STAND FERM MILKS, P243
[7]   Interactions between microorganisms in a simple ecosystem: yogurt bacteria as a study model [J].
Courtin, P ;
Rul, F .
LAIT, 2004, 84 (1-2) :125-134
[8]   Viability of yoghurt and probiotic bacteria in yoghurts made from commercial starter cultures [J].
Dave, RI ;
Shah, NP .
INTERNATIONAL DAIRY JOURNAL, 1997, 7 (01) :31-41
[9]  
Fagan CC, 2008, IFT PRESS SER, P119
[10]   Near-infrared mass median particle size determination of lactose monohydrate, evaluating several chemometric approaches [J].
Frake, P ;
Gill, I ;
Luscombe, CN ;
Rudd, DR ;
Waterhouse, J ;
Jayasorriya, UA .
ANALYST, 1998, 123 (10) :2043-2046