Near infrared quantitative analysis of total curcuminoids in rhizomes of Curcuma longa by moving window partial least squares regression

被引:12
作者
Kasemsumran, Sumaporn [1 ]
Keeratinijakal, Vichien [2 ]
Thanapase, Warunee [1 ]
Ozaki, Yukihiro [3 ]
机构
[1] Kasetsart Univ, Kasetsart Agr & Agro Ind Prod Improvement Inst KA, Bangkok 10900, Thailand
[2] Kasetsart Univ, Dept Agron, Fac Agr, Bangkok 10900, Thailand
[3] Kwansei Gakuin Univ, Sch Sci & Technol, Dept Chem, Sanda, Hyogo 6691337, Japan
关键词
Curcuma longa; turmeric; near infrared spectroscopy; total curcuminoids; moving window partial least squares regression; HUMAN SERUM-ALBUMIN; GAMMA-GLOBULIN; IN-VIVO; GLUCOSE; CHROMATOGRAPHY; SPECTROSCOPY; SEPARATION; SELECTION; MODELS; PLASMA;
D O I
10.1255/jnirs.891
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
The present paper reports an application of moving window partial least squares regression (MWPLSR) to determine total curcuminoid content in rhizomes of Curcuma Longa by near infrared (NIR) spectroscopy. The MWPLSR method was applied to original and pretreated NIR data of Curcuma lenge rhizomes to select informative regions for total curcuminoids. Afterward, partial least squares (PLS) calibration models were developed and compared for each spectral region proposed by MWPLSR and the whole spectral region. The best PLS calibration model for total curcuminoids was obtained from 2nd derivative NIR spectra in the region of 2040-2486 nm. The standard error of prediction was 1.00% w/w and the ratio of prediction to deviation was 4.9 when using seven principle components. NIR spectroscopy combined with MWPLSR can lead to better calibration models with higher performance.
引用
收藏
页码:263 / 269
页数:7
相关论文
共 34 条
[1]  
ADAMS CD, 1972, FLOWERING PLANTS JAM, P55
[2]  
American Spice Trade Association, 1985, OFF AN METH AM SPIC
[3]  
[Anonymous], 1993, PRACTICAL NIR SPECTR
[4]   Comparison and joint use of near infrared spectroscopy and Fourier transform mid infrared spectroscopy for the determination of wine parameters [J].
Cuadrado, MU ;
de Castro, MDL ;
Juan, PMN ;
Gómez-Nieto, MA .
TALANTA, 2005, 66 (01) :218-224
[5]   Spectral regions selection to improve prediction ability of PLS models by changeable size moving window partial least squares and searching combination moving window partial least squares [J].
Du, YP ;
Liang, YZ ;
Jiang, JH ;
Berry, RJ ;
Ozaki, Y .
ANALYTICA CHIMICA ACTA, 2004, 501 (02) :183-191
[6]   Curcumin labels amyloid pathology in vivo, disrupts existing plaques, and partially restores distorted neurites in an Alzheimer mouse model [J].
Garcia-Alloza, M. ;
Borrelli, L. A. ;
Rozkalne, A. ;
Hyman, B. T. ;
Bacskai, B. J. .
JOURNAL OF NEUROCHEMISTRY, 2007, 102 (04) :1095-1104
[7]   Curcumin in plasma and urine: quantitation by high-performance liquid chromatography [J].
Heath, DD ;
Pruitt, MA ;
Brenner, DE ;
Rock, CL .
JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2003, 783 (01) :287-295
[8]   Modulation of arachidonic acid metabolism by curcumin and related β-diketone derivatives:: effects on cytosolic phospholipase A2, cyclooxygenases and 5-lipoxygenase [J].
Hong, JI ;
Bose, M ;
Ju, JY ;
Ryu, JH ;
Chen, XX ;
Sang, SM ;
Lee, MJ ;
Yang, CS .
CARCINOGENESIS, 2004, 25 (09) :1671-1679
[9]   Improved HPLC method for the determination of curcumin, demethoxycurcumin, and bisdemethoxycurcumin [J].
Jayaprakasha, GK ;
Rao, LJM ;
Sakariah, KK .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2002, 50 (13) :3668-3672
[10]   Analysis of curcuminoids by positive and negative electrospray ionization and tandem mass spectrometry [J].
Jiang, HL ;
Somogyi, A ;
Jacobsen, NE ;
Timmermann, BN ;
Gang, DR .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2006, 20 (06) :1001-1012