Determination of Some Chemical Components of Fermented Cordyceps Mycelia Using Near-Infrared Spectroscopy

被引:0
作者
Luo, Weiqiang [1 ]
Yang, Haiqing [1 ]
机构
[1] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310032, Zhejiang, Peoples R China
关键词
Cordyceps sinensis; near-infrared spectroscopy; orthogonal signal correction; Paecilomyces hepialid; partial least squares regression; SINENSIS; CULTURE;
D O I
暂无
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
The study evaluated the potential of using near-infrared spectroscopy (NIRS) to predict adenosine, moisture and total amino acid content of fermented mycelia of Paecilomyces hepialid, a derivative of Cordyceps sinensis. A total of 200 samples were collected and randomly divided for calibration (n=140) and prediction (n=60). Spectra were generated by a multi-purpose analyser (MPA (TM)) Fourier transform NIRS system with recorded spectral range of 12500-4000 cm(-1). Several spectral pretreatment techniques were adopted for spectral transformation. The transformed spectra in calibration set were subjected to a partial least squares (PLS) algorithm with leave-one-out cross-validation. Prediction results showed that the PLS models developed for the orthogonal signal correction (OSC)-transformed spectra achieved best performance with coefficient of determination (R-2) of 0.996, 0.996 and 0.990 for adenosine, moisture and total amino acid contents, respectively. This experiment suggests that the NIR spectroscopy, if coupled with appropriate spectrum transformation, is a promising tool for rapid, nondestructive and accurate measurement of chemical components of natural and fermented mycelia of Cordyceps sinensis.
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页码:137 / 143
页数:7
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