Chemometric methods for simultaneous quantification of lactic, malic and fumaric acids

被引:9
作者
Sokullu, Esen [1 ]
Palabiyik, Ismail Murat [2 ]
Onur, Feyyaz [2 ]
Boyaci, Ismail Hakki [1 ]
机构
[1] Hacettepe Univ, Dept Food Engn, Fac Engn, TR-06800 Ankara, Turkey
[2] Ankara Univ, Fac Pharm, Dept Analyt Chem, TR-06100 Ankara, Turkey
来源
ENGINEERING IN LIFE SCIENCES | 2010年 / 10卷 / 04期
关键词
Fumaric acid; Lactic acid; Malic acid; Partial least squares; Principal component regression; SIMULTANEOUS SPECTROPHOTOMETRIC DETERMINATION; RHIZOPUS-ORYZAE; ORGANIC-ACIDS; L(+)-LACTIC ACID; FERMENTATION; OPTIMIZATION; EXTRACTION; STARCH; POTATO;
D O I
10.1002/elsc.200900080
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Lactic, fumaric and malic acids are commonly used in food and pharmaceutical industries. During microbial production of these compounds, it is important to determine their concentrations in the fermentation broth with a rapid and sensitive method. Spectrophotometry is commonly used. However, UV-spectral overlap between these organic acids makes it difficult to determine each of them individually from the mixture. In order to overcome this problem, statistical methods, namely principal component regression (PCR) and partial least squares-1 methods, were tested and compared with conventional HPLC techniques. The absorbance data matrix was obtained by measuring the absorbances of 21 ternary mixtures of lactic, fumaric and malic acids in a wavelength range of 210-260 nm. Calibration and validation were performed by using the data obtained in a mixture of these organic acids. The prediction abilities of the methods were tested by applying them to fermentation broths. The precision of the PCR method was better than that of the partial least squares-1 method. In the PCR method, the correlation coefficients between actual and predicted concentrations of the organic acids were calculated as 0.970 for lactic acid and 0.996 for fumaric acid in fermentation broths. The concentration of malic acid was not detected due to its low concentration in samples. These results show that the PCR method can be applied for simultaneous determination of lactic, fumaric and malic acids in fermentation broths.
引用
收藏
页码:297 / 303
页数:7
相关论文
共 25 条
[1]   A microcalorimetric sensor for food and cosmetic analyses: L-Malic acid determination [J].
Antonelli, Marta Letizia ;
Spadaro, Claudio ;
Tomelli, Rosalia Fortunata .
TALANTA, 2008, 74 (05) :1450-1454
[2]  
Brereton R.G., 2002, Chemometrics: Data Anaylsis for the Laboratory and the Chemical Plant
[3]   Simultaneous production and recovery of fumaric acid from immobilized Rhizopus oryzae with a rotary biofilm contactor and an adsorption column [J].
Cao, NJ ;
Du, JX ;
Gong, CS ;
Tsao, GT .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 1996, 62 (08) :2926-2931
[4]   Production of fumaric acid by fermentation of enzymatic hydrolysates derived from cassava bagasse [J].
Carta, FS ;
Soccol, CR ;
Ramos, LP ;
Fontana, JD .
BIORESOURCE TECHNOLOGY, 1999, 68 (01) :23-28
[5]  
Diaz TG, 1997, ANALYST, V122, P513, DOI 10.1039/a607955e
[6]   L-lactic acid production by Lactobacillus casei fermentation using different fed-batch feeding strategies [J].
Ding, Shaofeng ;
Tan, Tianwei .
PROCESS BIOCHEMISTRY, 2006, 41 (06) :1451-1454
[7]   Optimization of the ion-exchange analysis of organic acids from fermentation [J].
Eiteman, MA ;
Chastain, MJ .
ANALYTICA CHIMICA ACTA, 1997, 338 (1-2) :69-75
[8]   Simultaneous saccharification and fermentation of potato starch wastewater to lactic acid by Rhizopus oryzae and Rhizopus arrhizus [J].
Huang, LP ;
Jin, B ;
Lant, P ;
Zhou, JT .
BIOCHEMICAL ENGINEERING JOURNAL, 2005, 23 (03) :265-276
[9]  
HUNTER JJ, 1991, AM J ENOL VITICULT, V42, P237
[10]   Simultaneous spectrophotometric determination of caffeine and theobromine in Iranian tea by artificial neural networks and its comparison with PLS [J].
Khanchi, Ali Reza ;
Mahani, Mohamad Khayatzadeh ;
Hajihosseini, Majid ;
Maragheh, Mohamad Ghanadi ;
Chaloosi, Marzieh ;
Bani, Farhad .
FOOD CHEMISTRY, 2007, 103 (03) :1062-1068