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

被引:7
|
作者
Ju, Ying [1 ]
Yin, Chunling [1 ]
Zhang, Yan [1 ]
Meng, Xiangru [1 ]
Zhao, Liuchuang [1 ]
Hu, Leqian [1 ]
机构
[1] Henan Univ Technol, Sch Chem & Chem Engn, Zhengzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Shuang-Huang-Lian Injection; Spectral techniques; Rapid quantitative analysis; Quality evaluation; Chemometrics; INFRARED-SPECTROSCOPY;
D O I
10.1016/j.saa.2022.122008
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
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) spec-troscopy combined with chemometrics were used for rapid detection and quality evaluation of active compo-nents 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.
引用
下载
收藏
页数:9
相关论文
共 26 条
  • [21] On-line attenuated total reflection infrared (ATR-IR) spectroscopy combined with advanced chemometrics for investigating the synthesis process of 3,5-diamino-1,2,4-triazole
    Junxiu Ma
    Xinyu Gao
    Juan Qi
    Chunhua Yan
    Tianlong Zhang
    Jun Gao
    Xiaofeng Yang
    Hua Li
    Journal of the Iranian Chemical Society, 2017, 14 : 915 - 923
  • [22] Rapid multi-indicator quality evaluation of Eucommia ulmoides by near-infrared spectroscopy combined with chemometrics
    Zheng, Yuhui
    Qiao, Ying
    Kang, Yatong
    Cui, Honghua
    Chen, Chao
    INFRARED PHYSICS & TECHNOLOGY, 2024, 136
  • [23] Rapid evaluation of the quality of Epimedium with different processing degrees by E-eye and NIR spectroscopy combined with machine learning
    Shen, Zheyuan
    Xie, Hui
    Zhang, Jiuba
    Li, Mingxuan
    Wang, Bin
    Wu, Yi
    Yu, Herong
    Nie, Xinru
    Hao, Jianwei
    Jia, Jia
    Lu, Tulin
    MICROCHEMICAL JOURNAL, 2024, 205
  • [24] Comprehensive multicomponent characterization and quality assessment of Shuang-Huang-Lian powder injection using ultra-high-performance liquid chromatography-quadrupole time-of-flight-mass spectrometry and ultra-high-performance liquid chromatography-quadrupole-Orbitrap-mass spectrometry
    Yin, Jiaxin
    Li, Chao
    Zhang, Jie
    Ding, Hui
    Han, Lifeng
    Yang, Wenzhi
    Li, Fangyi
    Song, Xinbo
    Bie, Songtao
    Yu, Heshui
    Li, Zheng
    RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2023, 37 (07)
  • [25] Evaluation of near-infrared (NIR) and Fourier transform mid-infrared (ATR-FT/MIR) spectroscopy techniques combined with chemometrics for the determination of crude protein and intestinal protein digestibility of wheat
    Shi, Haitao
    Lei, Yaogeng
    Prates, Luciana Louzada
    Yu, Peiqiang
    FOOD CHEMISTRY, 2019, 272 : 507 - 513
  • [26] Evaluation of quality consistency of herbal preparations using five-wavelength fusion HPLC fingerprint combined with ATR-FT-IR spectral quantized fingerprint: Belamcandae rhizoma antiviral injection as an example
    Chang, Qian
    Lan, Lili
    Gong, Dandan
    Guo, Yong
    Sun, Guoxiang
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2022, 214