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典型文献
In-line spectroscopy combined with multivariate analysis methods for endpoint determination in column chromatographic adsorption processes for herbal medicine
文献摘要:
Objective:In a chromatographic cycle,the adsorption process is a critical unit operation that has a significant impact on downstream processes and,ultimately,the quality of the final products.The development of a rapid method to determine the endpoints of adsorption processes in a large-scale manufacturing is of substantial importance for herbal medicine(HM)manufacturers.Methods:In this study,the adsorption of saponins on a macroporous resin column chromatograph,a critical unit operation in Panax notoginseng(Burkill)F.H.Chen injection manufacturing,was considered as an example.The evaluation results of in-line ultraviolet and visible spectra combined with various multivariate analysis methods,including the moving block standard deviation(MBSD),difference between the moving block average and the target spectrum(DMBA-TS),soft-independent modeling of class analogy(SIMCA),and partial least-squares discriminant analysis(PLS-DA),were compared.Results:MBSD was unsuitable for adsorption processes.The relative standard errors of prediction between the predicted and experimental endpoints were 13.2%,4.67%,and 5.71%using DMBA-TS,SIMCA,and PLS-DA,respectively.Conclusions:Among the considered analysis methods,SIMCA and PLS-DA were more effective for endpoint determination.The results of this study provide a more comprehensive overview of the effectiveness of various multivariate analysis methods to facilitate the selection of the most suitable method.This study was also conducive to address the issues of the in-line detection of adsorption endpoints to guide practical HM manufacturing.
文献关键词:
作者姓名:
Cheng Jiang;Haibin Qu
作者机构:
College of Pharmaceutical Sciences,Zhejiang University,Hangzhou,China;Zhejiang Provincial Key Laboratory of Cancer Prevention and Treatment Technology of Integrated Traditional Chinese and Western Medicine,Zhejiang Academy of Traditional Chinese Medicine,Tongde Hospital of Zhejiang Province,Hangzhou,China;Innovation Center in Zhejiang University,State Key Laboratory of Component-Based Chinese Medicine,Hangzhou,China
引用格式:
[1]Cheng Jiang;Haibin Qu-.In-line spectroscopy combined with multivariate analysis methods for endpoint determination in column chromatographic adsorption processes for herbal medicine)[J].针灸和草药(英文),2022(04):253-260
A类:
MBSD
B类:
In,line,spectroscopy,combined,multivariate,analysis,methods,determination,column,chromatographic,adsorption,processes,herbal,medicine,Objective,cycle,critical,unit,operation,that,has,significant,impact,downstream,ultimately,quality,final,products,development,rapid,determine,endpoints,large,scale,manufacturing,substantial,importance,HM,manufacturers,Methods,this,study,saponins,macroporous,resin,Panax,notoginseng,Burkill,Chen,injection,was,considered,example,evaluation,results,ultraviolet,visible,spectra,various,including,moving,block,standard,deviation,difference,between,average,target,spectrum,DMBA,TS,soft,independent,modeling,class,analogy,SIMCA,partial,least,squares,discriminant,PLS,DA,were,compared,Results,unsuitable,relative,errors,prediction,predicted,experimental,using,respectively,Conclusions,Among,more,provide,comprehensive,overview,effectiveness,facilitate,selection,most,This,also,conducive,address,issues,detection,guide,practical
AB值:
0.533282
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