Rapid detection and quality evaluation of Shuang-Huang-Lian injection by ATR-IR and NIR spectroscopy combined with chemometrics

化学计量学 偏最小二乘回归 近红外光谱 黄芩苷 色谱法 化学 主成分分析 分析化学(期刊) 数学 材料科学 统计 高效液相色谱法 光学 物理
作者
Ying Jin,Chunling Yin,Yan Zhang,Xiangru Meng,Liuchuang Zhao,Leqian Hu
出处
期刊:Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy [Elsevier]
卷期号:286: 122008-122008 被引量:5
标识
DOI:10.1016/j.saa.2022.122008
摘要

Quality evaluation and consistency evaluation of drugs are the keys to ensure the therapeutic effect and safety of drugs. In this study, attenuated total refraction infrared (ATR-IR) spectroscopy and near-infrared (NIR) spectroscopy combined with chemometrics were used for rapid detection and quality evaluation of active components of Shuang-Huang-Lian injection (SHLI), a traditional Chinese medicine preparation commonly used in China. Taking the chromatographic detection results as a reference, the partial least squares (PLS) model based on ATR-IR and NIR data was constructed by removing the bands with serious noise interference and low signal frequency band. The results showed that the PLS model achieved satisfactory results for the prediction of the three active components (chlorogenic acid, baicalin and phillyrin) in SHLI, indicating that the two spectral techniques combined with the PLS regression method could be successfully used for rapid quantitative analysis of the three active ingredients in SHLI. Relatively, the PLS model based on the ATR-IR spectrum has higher R2 and smaller RMSE than it based on the NIR spectrum. Furthermore, based on the rapid quantitative analysis of the three active ingredients in SHLI, the quality of 140 SHLI samples from seven manufacturers was evaluated by TOPSIS (technique for order preference by similarity to the ideal solution) analysis, and the consistency of different batches of SHLI products from the same manufacturer was evaluated. The results showed that there were differences in the quality of SHLI produced by different manufacturers, and the quality of different batches of SHLI produced by the same manufacturer was not completely consistent. In conclusion, ATR-IR and NIR spectroscopy combined with chemometrics can be used for accurate and rapid quantitative analysis and quality evaluation of SHLI. This study provides a good idea for the rapid quantitative analysis and quality evaluation of drugs or food based on spectroscopic technology and chemometrics.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
qq完成签到 ,获得积分10
2秒前
123发布了新的文献求助10
2秒前
零贰完成签到 ,获得积分10
3秒前
生5clean发布了新的文献求助10
5秒前
烟花应助小黄采纳,获得10
5秒前
Shaw完成签到,获得积分10
5秒前
6秒前
彭于晏应助tianzml0采纳,获得10
6秒前
6秒前
沉默幼珊完成签到,获得积分10
6秒前
6秒前
7秒前
Hope完成签到,获得积分20
7秒前
望山云雾完成签到,获得积分10
7秒前
zhangzhangzhang完成签到 ,获得积分10
8秒前
翊星完成签到,获得积分10
8秒前
沈烨伟完成签到 ,获得积分10
8秒前
9秒前
李健应助Pelvicachromis采纳,获得10
9秒前
zero发布了新的文献求助10
10秒前
以12完成签到,获得积分10
10秒前
10秒前
研友_842aln完成签到,获得积分20
10秒前
10秒前
10秒前
10秒前
Hope发布了新的文献求助10
11秒前
苳987完成签到,获得积分10
11秒前
CLF发布了新的文献求助10
11秒前
戚小完成签到,获得积分10
11秒前
小二郎应助zc北采纳,获得10
11秒前
翻水水发布了新的文献求助10
11秒前
酸化土壤改良应助小杨采纳,获得10
12秒前
是小小李哇完成签到 ,获得积分10
13秒前
小黄完成签到,获得积分10
13秒前
濮阳幻竹发布了新的文献求助10
14秒前
gjww应助姜惠采纳,获得10
14秒前
14秒前
gjww应助香菜采纳,获得10
15秒前
niyl完成签到,获得积分10
16秒前
高分求助中
One Man Talking: Selected Essays of Shao Xunmei, 1929–1939 1000
Yuwu Song, Biographical Dictionary of the People's Republic of China 700
[Lambert-Eaton syndrome without calcium channel autoantibodies] 520
The three stars each: the Astrolabes and related texts 500
Revolutions 400
Diffusion in Solids: Key Topics in Materials Science and Engineering 400
Phase Diagrams: Key Topics in Materials Science and Engineering 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2451892
求助须知:如何正确求助?哪些是违规求助? 2124780
关于积分的说明 5407715
捐赠科研通 1853512
什么是DOI,文献DOI怎么找? 921799
版权声明 562273
科研通“疑难数据库(出版商)”最低求助积分说明 493107