CLC number: R917
On-line Access: 2024-08-27
Received: 2023-10-17
Revision Accepted: 2024-05-08
Crosschecked: 2017-04-19
Cited: 0
Clicked: 5625
Yu Luo, Wen-long Li, Wen-hua Huang, Xue-hua Liu, Yan-gang Song, Hai-bin Qu. Rapid quantification of multi-components in alcohol precipitation liquid of Codonopsis Radix using near infrared spectroscopy (NIRS)[J]. Journal of Zhejiang University Science B,in press.Frontiers of Information Technology & Electronic Engineering,in press.https://doi.org/10.1631/jzus.B1600141 @article{title="Rapid quantification of multi-components in alcohol precipitation liquid of Codonopsis Radix using near infrared spectroscopy (NIRS)", %0 Journal Article TY - JOUR
基于近红外光谱法的党参醇沉上清液中多种成分的同时定量创新点:采用近红外光谱技术建立党参醇沉过程中间体的质控方法,实现醇沉上清液中4种关键质量属性的同时定量。 方法:将近红外光谱技术与多变量数据处理相结合,在建模样本制备中,通过实验设计的方法引入过程参数的波动(表1和表2),先浓缩后稀释的方法进一步扩大样品浓度范围,以模型预测能力为指标选择了最优的预处理方法、建模波段和回归算法,得到4个指标的最佳回归模型。 结论:实现了党参醇沉上清液中4类指标的近红外光谱快速分析法,所建党参炔苷、总黄酮、色素和固含量模型的预测均方根误差(RMSEP)值分别为1.22 µg/ml、10.50 µg/ml、1.43 µg/ml和0.433%。 关键词组: Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article
Reference[1]Draper, N.R., Smith, H., 1998. Applied Regression Analysis. Wiley Interscience, New York, p.338-339. ![]() [2]Engel, J., Gerretzen, J., Szymanska, E., et al., 2013. Breaking with trends in pre-processing? TrAC Trends Anal. Chem., 50:96-106. ![]() [3]Fearn, T., Riccioli, C., Garrido-Varo, A., et al., 2009. On the geometry of SNV and MSC. Chemom. Intell. Lab. Syst., 96(1):22-26. ![]() [4]Geladi, P., Kowalski, B.R., 1986. Partial least-squares regression: ![]() [5]a tutorial. Anal. Chim. Acta, 185:1-17. ![]() [6]Gong, X.C., Zhang, Y., Pan, J.Y., et al., 2014a. Optimization of the ethanol recycling reflux extraction process for saponins using a design space approach. PLoS ONE, 9(12):e114300. ![]() [7]Gong, X.C., Li, Y., Qu, H.B., 2014b. Removing tannins from medicinal plant extracts using an alkaline ethanol precipitation process: a case study of Danshen injection. Molecules, 19(11):18705-18720. ![]() [8]Han, H.F., Zhang, L., Zhang, Y., et al., 2013. Rapid analysis of the in-process extract solutions of compound E Jiao oral liquid using near infrared spectroscopy and partial least-squares regression. Anal. Methods, 5(19):5272-5278. ![]() [9]He, J.Y., Zhu, S., Komatsu, K., 2014. HPLC/UV analysis of polyacetylenes, phenylpropanoid and pyrrolidine alkaloids in medicinally used Codonopsis species. Phytochem. Anal., 25(3):213-219. ![]() [10]He, Q., Zhu, E.Y., Wang, Z.T., et al., 2004. Flavones isolated from Codonopsis xundianensis. J. Chin. Pharm. Sci., 13(3):212-213. ![]() [11]Huang, H.X., Qu, H.B., 2011. In-line monitoring of alcohol precipitation by near-infrared spectroscopy in conjunction with multivariate batch modeling. Anal. Chim. Acta, 707(1-2):47-56. ![]() [12]ICH (International Council for Harmonisation), 2009. ICH Harmonised Tripartite Guideline Q8(R2): Pharmaceutical Development, Current Step 4 version. ![]() [13]Islam, M.T., Scoutaris, N., Maniruzzaman, M., et al., 2015. Implementation of transmission NIR as a PAT tool for monitoring drug transformation during HME processing. Eur. J. Pharm. Biopharm., 96:106-116. ![]() [14]Kim, E.Y., Kim, J.A., Jeon, H.J., et al., 2014. Chemical fingerprinting of Codonopsis pilosula and simultaneous analysis of its major components by HPLC-UV. Arch. Pharm. Res., 37(9):1148-1158. ![]() [15]Koh, G.Y., Chou, G.X., Liu, Z.J., 2009. Purification of a water Extract of Chinese sweet tea plant (Rubus suavissimus S. Lee) by alcohol precipitation. J. Agric. Food Chem., 57(11):5000-5006. ![]() [16]Li, B.X., Wei, Y.H., Duan, H.G., et al., 2012. Discrimination of the geographical origin of Codonopsis pilosula using near infrared diffuse reflection spectroscopy coupled with random forests and k-nearest neighbor methods. Vib. Spectrosc., 62:17-22. ![]() [17]Li, W.L., Cheng, Z.W., Wang, Y.F., et al., 2013. A study on the use of near-infrared spectroscopy for the rapid quantification of major compounds in Tanreqing injection. Spectrochim. Acta Part A, 101:1-7. ![]() [18]Li, W.L., Han, H.F., Zhang, L., et al., 2015. A feasibility study on the non-invasive analysis of bottled compound E Jiao oral liquid using near infrared. Sens. Actuators B, 211: 131-137. ![]() [19]Li, W.L., Han, H.F., Zhang, L., et al., 2016. Manufacturer identification and storage time determination of “Dong’e Ejiao” using near infrared spectroscopy and chemometrics. J. Zhejiang Univ.-Sci. B (Biomed. & Biotechnol.), 17(5):382-390. ![]() [20]National Commission of Chinese Pharmacopoeia, 2015. Pharmacopoeia of the People’s Republic of China. Chemical Industry Press, Beijing, p.264 (in Chinese). ![]() [21]Norris, K.H., Williams, P.C., 1984. Optimization of mathematical treatments of raw near-infrared signal in the measurement of protein in hard red spring wheat. I. Influence of particle size. Cereal Chem., 61(2):158-165. ![]() [22]Qiao, C.F., He, Z.D., Han, Q.B., et al., 2007. The use of lobetyolin and HPLC-UV fingerprints for quality assessment of Radix Codonopsis. J. Food Drug Anal., 15(3): 258-264. ![]() [23]Rinnan, A., van den Berg, F., Engelsen, S.B., 2009. Review of the most common pre-processing techniques for near-infrared spectra. TrAC Trends Anal. Chem., 28(10):1201-1222. ![]() [24]Savitzky, A., Golay, M.J.E., 1964. Smoothing and differentiation of data by simplified least squares procedure. Anal. Chem., 36(8):1627-1639. ![]() [25]Shi, J.Y., Zou, X.B., Zhao, J.W., et al., 2012. Determination of total flavonoids content in fresh Ginkgo biloba leaf with different colors using near infrared spectroscopy. Spectrochim. Acta Part A, 94:271-276. ![]() [26]Valderrama, P., Braga, J.W.B., Poppi, R.J., 2007. Variable selection, outlier detection, and figures of merit estimation in a partial least-squares regression multivariate calibration model. A case study for the determination of quality parameters in the alcohol industry by near-infrared spectroscopy. J. Agric. Food Chem., 55(21):8331-8338. ![]() [27]Wang, F., Jiang, W., Li, C., et al., 2015. Application of near infrared spectroscopy in monitoring the moisture content in freeze-drying process of human coagulation factor VIII. J. Innov. Optheal. Sci., 8(6):1550034. ![]() [28]Wang, P., Yu, Z., 2015. Species authentication and geographical origin discrimination of herbal medicines by near infrared spectroscopy: a review. J. Pharm. Anal., 5(5):277-284. ![]() [29]Wang, P., Zhang, H., Yang, H., et al., 2015. Rapid determination of major bioactive isoflavonoid compounds during the extraction process of kudzu (Pueraria lobata) by near-infrared transmission spectroscopy. Spectrochim Acta Part A, 137(137C):1403-1408. ![]() [30]Workman, J., Weyer, L., 2008. Practical Guide to Interpretive Near-Infrared Spectroscopy. CRC Press, New York, p.56. ![]() [31]Wu, Y.J., Jin, Y., Ding, H.Y., et al., 2011. In-line monitoring of extraction process of scutellarein from Erigeron breviscapus (vant.) Hand-Mazz based on qualitative and quantitative uses of near-infrared spectroscopy. Spectrochim. Acta Part A, 79(5):934-939. ![]() [32]Xu, Z.L., Huang, W.H., Gong, X.C., et al., 2015. Design space approach to optimize first ethanol precipitation process of Dangshen. Chin. J. Chin. Mater. Med., 40(22):4411-4416. http://dx.doi.10.4268/cjcmm20152217 ![]() [33]Zhao, G.P., Dai, S., Chen, R.S., 2006. Dictionary of Chinese Traditional Medicine. Shanghai Scientific and Technical Publishers, Shanghai, p.2578-2579 (in Chinese). ![]() [34]List of electronic supplementary materials ![]() [35]Fig. S1 Scree plot: results of different latent variables for regression models ![]() Journal of Zhejiang University-SCIENCE, 38 Zheda Road, Hangzhou
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