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High-Throughput Chemotyping of Cannabis and Hemp Extracts Using an Ultraviolet Microplate Reader and Multivariate Classifiers
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作者 Zewei Chen Peter de Boves Harrington Steven F.Baugh 《Journal of Analysis and Testing》 EI 2018年第3期210-222,共13页
As the use of Cannabis products as natural medicines burgeons,it is also appearing as a food ingredient.It is important to screen Cannabis samples as ingredients by profiling their chemical compositions,which is refer... As the use of Cannabis products as natural medicines burgeons,it is also appearing as a food ingredient.It is important to screen Cannabis samples as ingredients by profiling their chemical compositions,which is referred to as chemotyping.Two sets of botanical extracts were studied.The first set is referred to as Cannabis contained plant materials from 15 samples of the sativa,indica,and hybrids of the two species.The second set contained 20 extracts from the variety of Cannabis sativa with low tetrahydrocannabinol(THC)concentrations,i.e.,below 0.3%,and,henceforth,will be referred to as hemp.An ultraviolet(UV)microplate reader provides a cost-effective and high-throughput method for identifying chemotypes of plant extracts by their spectra.The microplate reader affords rapid measurements of small volumes,e.g.,50μL,which demonstrates a potential to significantly reduce the analysis time and cost for Cannabis and hemp chemotyping or chemi-cal profiling.Replicate samples were measured on different days to demonstrate the robustness of the method.Projected difference resolution(PDR)maps were used to visualize the separations among the classes.Five multivariate classifiers,fuzzy rule-building expert system(FuRES),super partial least squares-discriminant analysis(sPLS-DA),support vector machine(SVM),and two tree-based support vector machines(SVMtreeG and SVMtreeH)were evaluated.The classifiers were validated with ten bootstrapped Latin partitions(BLPs).For the Cannabis extracts,the SVMtreeG yielded the best performance and the classification accuracy was 99.1±0.4%for spectra collected in the nonlinear absorbance range.For the hemp extracts,the SVM classifier performed the best with a 97.4±0.6%classification accuracy.These results demonstrate that the UV microplate reader coupled with multivariate classifiers can be used as a high-throughput and cost-effective approach for chemotyping Cannabis. 展开更多
关键词 Cannabis extracts Hemp extracts Ultraviolet microplate reader Multivariate models High-throughput chemotyping CHEMOMETRICS Projected difference resolution map
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Determination of Total Flavonoids in Leaves of Paliurus ramosissimus and Orthogonal Experiment Optimization Process 被引量:5
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作者 Yuanchun ZHUANG Chun ZHANG +1 位作者 Lilan OU Pixian SHUI 《Medicinal Plant》 CAS 2018年第2期40-43,47,共5页
[Objectives] To screen the optimal extraction conditions of flavonoids from leaves of Paliurus ramosissimus( Lour.) Poir.,measure the content of flavonoids in leaves of P. ramosissimus. using the Microplate Reader,and... [Objectives] To screen the optimal extraction conditions of flavonoids from leaves of Paliurus ramosissimus( Lour.) Poir.,measure the content of flavonoids in leaves of P. ramosissimus. using the Microplate Reader,and provide experimental basis for the development of medicinal resources of P. ramosissimus. [Methods] The ultrasonic extraction method was adopted and orthogonal design was carried out to study the effects of ethanol concentration( A),ultrasonic time( B),the solid-to-liquid ratio( C) on the extraction of flavonoids from leaves of P. ramosissimus. The Microplate Reader was used to measure the content of flavonoids in leaves of P. ramosissimus. in different extraction conditions,P. ramosissimus. and the optimal extraction conditions were used to measure the content of flavonoids from leaves of P. ramosissimus.[Results]Effects of the ultrasonic extraction method on the extraction rate of flavonoids from leaves of P. ramosissimus: extraction times >ethanol concentration > Ultrasound time > solid-liquid ratio. The screened optimal extraction process was: ethanol concentration of 65%,the solid-to-liquid ratio of 1∶ 25,ultrasonic time of 2 h and extraction times Under this condition,the extraction rate of total flavonoids in leaves of P. ramosissimus. was 2. 56%. [Conclusions] This method is simple and feasibility,reliable,and suitable for rapid measurement with large samples. 展开更多
关键词 Leaves of Paliurus ramosissimus(Lour.) Poir. Total flavonoids Ultrasonic extraction Orthogonal experiment microplate reader
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Comparison of in vivo antiseptic and in vitro antimicrobial effects of Peganum harmala L.seeds ethanolic extract with Betadine
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作者 Ali Asghar Khademalhosseini Abutorab Tabatabaei +2 位作者 Paria Akbari Mohammad Saeed Fereidouni Mostafa Akhlaghi 《Journal of Coastal Life Medicine》 2015年第1期70-77,共8页
Objective:To compare the antibacterial activity and antiseptic effect of ethanol extract of Peganum harmala L.(P.harmala)seeds and Betadine on eight reference strains of Streptococcus pneumoniae,Salmonella typhimurium... Objective:To compare the antibacterial activity and antiseptic effect of ethanol extract of Peganum harmala L.(P.harmala)seeds and Betadine on eight reference strains of Streptococcus pneumoniae,Salmonella typhimurium,Escherichia coli,Corynebacterium pseudotuberculosis,Klebsiella pneumoniae,Staphylococcus aureus,Micrococcus luteus which are known to cause different types of skin infections,and Corynebacterium pseudotuberculosis isolated from an abscess on horse's neck.Methods:The antibacterial activity was assessed using a disc diffusion method.The minimum inhibitory concentration was tested by serial dilution method and the percentage of bacterial growth inhibition by absorbance microplate reader device.The minimum bactericidal concentration was then recorded.Clinical outcomes were obtained through washed up healing time of longitudinal and surface skin on the back of 16 rats with concentrations of 10,50,100,150 and 500 mg/mL of P.harmala extract.Results:The results of in vitro experiments showed that the lowest minimum inhibitory concentration(0.68-1.3 mg/mL)and minimum bactericidal concentration(1.3-5 mg/mL)values were observed in the ethanol extract of P.harmala seeds.Also the results of in vivo experiment showed that wound healing in the concentration of 50 mg/mL of this plant extract was better and quicker than Betadine.Conclusions:This study confirmed that ethanol extract of P.harmala has appropriate effect on the microorganisms and the healing of skin wounds in comparison with Betadine. 展开更多
关键词 Peganum harmala Ethanolic extract Antibacterial activity Wound healing Betadine MIC MBC microplate reader device
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