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基于红外三级鉴定与聚类分析法的党参快速鉴别研究(英文) 被引量:5

Rapid Discrimination of Two Kinds of Codonopsis pilosula Using Three-Step Infrared Macro-Fingerprinting Combined with Clustering Analysis
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摘要 红外光谱因具有快速、无损的优点,特别适合于不同中药的鉴别研究。基于红外光谱和聚类分析法对两类党参(共49个样本)进行鉴别。结果表明:在一维红外光谱中,两者红外光谱图非常相似,仅在1 738和935cm-1处有细微的差异,说明两者化学组分基本一致。在二阶导数红外光谱中,显示了更多的红外指纹特征,特别是1 747,1 515,1 468,1 368,1 264,1 163,1 147,1 108和936cm-1等峰的指纹特征更加明显。进一步采用高分辨率的二维相关红外光谱对两类党参(纹党参和白条党参)进行鉴别,在1 510~1 170cm-1范围内,纹党参的自动峰和交叉峰形成明显的3×3矩阵,在1 459,1 298和1209cm-1处有三个强自动峰,其中1 209cm-1的自动峰强度最大;而白条党参仅在1 450cm-1处有1个强自动峰,其余1 340,1 260,1209cm-1等3个自动峰都极弱。此外,还采用K-means聚类分析技术对两类党参共49个样本进行快速分类研究,结果令人满意。因此,红外三级鉴定法结合K-means聚类分析技术在相似药物的鉴别中能起到重要的作用,且有利于确保药物临床治疗安全有效。 Middle-infrared(MIR)spectroscopy is a well-known,rapid and non-destructive technique suitable for analyses of many different herbal medicines.In this work,MIR combined with clustering analysis was used to develop a novel method for the analysis of two kinds of Codonopsis pilosula.Altogether 49 samples were collected and analyzed.Their entire FT-IR spectra in the range of 4 000-400cm^-1 were generally similar except for small differences around 1 738 and 935cm^-1,indicating that they had similar chemical components.In the second derivative spectra(SD-IR),more distinct fingerprint features were revealed,especially peaks at1 747,1 515,1 468,1 368,1 264,1 163,1 147,1 108 and 936cm^-1.Furthermore,the 2D-IR spectra provided obvious differences of "Wen Dangshen"(WDS)and "Bai Tiao Dangshen"(BTDS).In the range of1 510-1 170cm^-1,WDS had a strong 3×3peak cluster,including three auto-peaks at 1 459,1 298and1 209cm^-1,and the strongest auto-peak located in 1 209cm^-1.Whereas BTDS had only one very strong autopeak at 1 450cm^-1 and three weak auto-peaks at 1 340,1 260 and 1 209cm^-1.Moreover,the two species(49samples)has been objectively classified with K-means pattern recognition technique.In conclusion,the threestep infrared macro-fingerprint identification method combined with K-means pattern recognition technique is simple,rapid and non-destructive,which plays an important role in discriminating similar natural products to ensure safe and effective clinical treatments.
出处 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2017年第10期3281-3288,共8页 Spectroscopy and Spectral Analysis
基金 the National Natural Science Foundational of China(21071099) the Innovation Projects of Department of Education of Guangdong Province(2014KTSCX169) the Scientific Research project of Shaoguan University(S201501028)
关键词 党参 红外光谱 二维相关红外光谱 K-MEANS 聚类分析 Codonopsis pilosula FT-IR 2D-IR correlation speetrum K-means Cluster analysis
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