Rapid and non-destructive quality estimation of cinchona, andrographis paniculata, and black pepper using a portable NIR spectroscopy measuring device

被引:2
作者
Sing, Dilip [1 ,2 ]
Banerjee, Subhadip [2 ,3 ]
Mallik, Ranajoy [1 ]
Yonzone, Uden Angmu [4 ]
Hazarika, Ajanto Kumar [5 ]
Majumdar, Kalyan [1 ]
Bandyoypadhyay, Rajib [1 ]
机构
[1] Jadavpur Univ, Dept Instrumentat & Elect Engn, Salt Lake Campus, Kolkata 700106, India
[2] Ayudyog Pvt Ltd, MetaspeQ Div, Kolkata 700040, West Bengal, India
[3] Jadavpur Univ, Sch Nat Prod Studies, Kolkata 700032, India
[4] Directorate Cinchona & Other Med Plants, Darjeeling 734313, India
[5] Tea Res Assoc, Tocklai Tea Res Inst, Jorhat 785008, Assam, India
关键词
NIR spectroscopy; Low cost; Quinine; Andrographolides; Piperine; PLS; NEAR-INFRARED SPECTROSCOPY; WOOD PROPERTY CALIBRATIONS; MECHANICAL-PROPERTIES; WIDE-RANGE; SAMPLES; PIPERINE; EXTRACTS; SITES; ACIDS;
D O I
10.1016/j.microc.2024.109949
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Quality assessment of natural products are mostly done by laboratory methods which are invasive, cost-intensive, with low-throughput and prone to human error. Near infrared (NIR) spectroscopy have emerged as a very useful technique as a rapid non-destructive detection and quality estimation tool in identifying chemical fingerprint sensitive to the vibrational modes in chemical bonds like O-H, C-H and N-H. In this work, a reasonably low-cost and portable NIR spectrometer was developed with a few imported internal components, together with compatible software for its use, like the graphical user interface (GUI) and calibration program. Quinine in Cinchona (Cinchona L) bark, andrographolides in Andrographis paniculata and piperine in black pepper were estimated and the coefficient of determination (R2) of 0.93, 0.94, and 0.90 was obtained respectively for the regression analysis. The model for cinchona, andrographolides, and piperine gave residual prediction deviation (RPDs) of 4.25, 4.21 and 3.0, range error ratio (RERs) of 14.59, 14.42, 10.32 and the ratio between the standard error of calibration (SEC) and the standard error of prediction (SEP) i.e. SEP/SEC of 1.18, 0.21 and 0.92 respectively. The derived partial least squares (PLS) regression models fulfil the requirements of AACC Method 39-00 (AACC in AACC Method, 39-00:15, 1999) used for screening (RPD >= 2.5), as per knowledge of the authors. The device can be used for other molecular markers in plants and their byproducts.
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页数:10
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