PARTIAL LEAST-SQUARES REGRESSION OF 4TH-DERIVATIVE ULTRAVIOLET ABSORBENCY SPECTRA PREDICTS COMPOSITION OF PROTEIN MIXTURES - APPLICATION TO BOVINE CASEINS

被引:9
作者
ARTEAGA, GE [1 ]
HORIMOTO, Y [1 ]
LICHAN, E [1 ]
NAKAI, S [1 ]
机构
[1] UNIV BRITISH COLUMBIA,DEPT FOOD SCI,VANCOUVER V6T 1Z4,BC,CANADA
关键词
CASEINS; PROTEIN DETERMINATION; PLS; MULTIVARIATE ANALYSIS;
D O I
10.1021/jf00045a020
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
A method is described for the quantitative determination of the composition of protein mixtures using fourth-derivative ultraviolet spectroscopy. The methodology was demonstrated by quantifying mixtures of the three main bovine caseins (alpha(s1)-, beta-, and kappa-casein). The 244-296-nm spectra region of protein mixtures of known composition, dissolved in 4 M guanidine hydrochloride, was used for the development of prediction models using the multivariate method of partial least-squares regression analysis (PLSR), implemented in a commercial software. The standard errors of prediction for 16 test samples were 13.4, 5.5, and 11.9% for alpha(s1)-, beta-, and kappa-casein, respectively, and the correlations between measured and predicted composition were 0.91, 0.99, and 0.94 for the three proteins, respectively. This method was found to be faster and simpler than alternate procedures (e.g., gel electrophoresis), suggesting the possibility of using this methodology as a quality control tool in industrial protein fractionation environments.
引用
收藏
页码:1938 / 1942
页数:5
相关论文
共 13 条
[1]   DERIVATIVE SPECTROPHOTOMETRIC METHOD FOR THE ANALYSIS OF TYROSINE IN UNHYDROLYZED PROTEIN, FOOD, AND FEEDSTUFF SAMPLES [J].
BOTSOGLOU, NA ;
FLETOURIS, DJ ;
PAPAGEORGIOU, GE ;
MANTIS, AJ .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1993, 41 (10) :1635-1639
[2]  
CORNELL JA, 1986, J QUAL TECHNOL, V18, P1
[3]  
DONNELLY WJ, 1991, J SOC DAIRY TECHNOL, V44, P67, DOI 10.1111/j.1471-0307.1991.tb00640.x
[4]   NOMENCLATURE OF PROTEINS OF COWS MILK - 5TH REVISION [J].
EIGEL, WN ;
BUTLER, JE ;
ERNSTROM, CA ;
FARRELL, HM ;
HARWALKAR, VR ;
JENNESS, R ;
WHITNEY, RM .
JOURNAL OF DAIRY SCIENCE, 1984, 67 (08) :1599-1631
[5]  
ERSSON B, 1989, PROTEIN PURIFICATION, pCH1
[6]   RENNIN MODIFICATION OF BOVINE CASEIN TO SIMULATE HUMAN CASEIN COMPOSITION - EFFECT ON ACID CLOTTING AND HYDROLYSIS BY PEPSIN [J].
LICHAN, E ;
NAKAI, S .
CANADIAN INSTITUTE OF FOOD SCIENCE AND TECHNOLOGY JOURNAL-JOURNAL DE L INSTITUT CANADIEN DE SCIENCE ET TECHNOLOGIE ALIMENTAIRES, 1988, 21 (02) :200-208
[7]   QUANTITATIVE-ANALYSIS OF PROTEIN MIXTURES BY 2ND DERIVATIVE ABSORPTION-SPECTROSCOPY [J].
MACH, H ;
THOMSON, JA ;
MIDDAUGH, CR .
ANALYTICAL BIOCHEMISTRY, 1989, 181 (01) :79-85
[8]  
Martens H, 1989, MULTIVARIATE CALIBRA
[9]  
MOZOVILLARIAS A, 1991, EUR BIOPHYS J, V10, P295
[10]   FRACTIONATION OF SODIUM CASEINATE BY ULTRAFILTRATION [J].
MURPHY, JM ;
FOX, PF .
FOOD CHEMISTRY, 1991, 39 (01) :27-38