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First author | Year | Region | Research objects | Research methods | Main results or conclusions | Statistical methods |
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Gong and Zhang [24] | 1990 | Yangzhou | 182 CMM and their microelements content | Analyze the microelements content by logarithm, logarithm mean, standard error, and standard deviation | High levels of Fe, Zn, and Cu in cold, cool, and salty Chinese herbs | Logarithm, logarithmic mean, standard error, and standard deviation |
Gong and Zhang [25] | 1990 | Yangzhou | 182 CMM and their microelements content | Analyze the microelements content by logarithm, logarithm mean, standard error, and standard deviation | The CMM attributed in the liver channel are rich in Fe, Zn, Cu, and Mn | Logarithm, logarithmic mean, standard error, and standard deviation |
Chen [26] | 1990 | Jiangxi | 176 CMM and the Fe, Zn, Cu, and Mn contents | Analyze the relationship between the content and ratio of each elements and CMP | The CMP are closely related to the contents of iron and manganese | Linear correlation and regression analysis |
Chen et al. [27] | 1992 | Jiangxi | 18 CMM and their 15 microelements content | Analyze the relationship between the content and ratio of each elements and CMP | The CMP are related to the different contents of certain microelements | Variance analysis |
Hu et al. [28] | 1992 | Shandong | 32 CMM (115 flavors) | Establish the discriminant equations in three types of drugs (homothermic drugs, flat drugs, and herbal drugs) | The content of inorganic elements is the material basis that determine the four properties of CMP | Linear discriminant analysis |
Tang and Guan [29] | 1994 | Wuhan | 27 CMM and 15 rare Earth elements and 27 nonrare Earth elements content | The significance of the difference in the contents of 42 elements in simulant, sweet, and bitter CMP was examined by the t-test | Most elemental contents in pungent CMM are higher than sweet and bitterness CMM | t-test |
Xue [30] | 1996 | Wuhan | 5 CMM and their 19 elements content | Two kinds of sample homogeneity of the variance test and two kinds of discriminant analysis were used | Establishing the discriminant equation for CMM efficacy | Variance homogeneity test and the discriminant function method |
Hong et al. [31] | 1996 | Jiangxi | 7 Yang-tonifying herbs and their 15 vital elements content | Analyze the average content and standard deviation of each element of various drugs | High in Zn, Mn, Cu, Fe, and Cr elements and low in Pb, Cd, and Ba are the first choice for Yang-tonifying herbs | Standard deviation |
Chen et al. [32] | 1996 | Jiangxi | 100 CMM, and their 15 inorganic element content | Stepwise discriminant analysis was used to analyze the relationship between 15 elemental contents and drug properties | Establishing the discriminant function of inorganic chemical elements for CMP | Discriminant function method |
Qin et al. [33] | 1998 | Liaoning | 16 herbs that tonify the body and their 11 microelements content | Analyze the pharmacology and correlation of effects of inorganic chemical elements in CMM | Microelements have the tonic effect | Intuitive analysis |
Wang et al. [34] | 2001 | Beijing | 14 kinds of tonic herbs and their microelements content | Analyze the pharmacology and correlation of effects of inorganic chemical elements in CMM | The content of microelements in herbs that tonify the blood is greater than herbs that tonify the Qi | Intuitive analysis |
Qi et al. [35] | 2003 | Chongqing | 10 herbs that release the exterior and their 16 microelements content | Factor analysis and cluster analysis were used to analyze the characters of 16 microelements in 10 CMM | The content of inorganic elements are the material basis that determine the CMP | Factor analysis and cluster analysis |
Jin and Yan [36] | 2003 | Beijing | A large number of Chinese herbal elements in the literature | The statistical parameters of the distribution of microelements in CMM | There is a causal relationship between Yin/Yang CMP, flavors, organic components, and microelements in CMM | Cluster statistics |
Liang [37] | 2004 | Nanjing | 12 mineral CMM and the active ingredients | Quantifying according to the generalized pH theory, soft and hard acid and alkali principles, frontier orbit theory, relationship between electronegativity differences and key ionicity, and Pka values | Proposed three ways to quantify four flavors and five flavors | Intuitive analysis |
Ma and Guan [38] | 2004 | Wuhan | 105 CMM and their 42 elements content | Using Wilks’λ minimization method to screen 11 elements that significantly contribute to drug taste and establish an “optimal” linear discriminant function according to the Bayes criterion | Establishing three discriminative functional formulae for pungent, sweetness, and bitterness | Wilks’ minimization method |
Zhao et al. [39] | 2007 | Beijing | 8 CMM and their 11 elements content | Using the calculated cluster parameters to deeply analyze the taste and pharmacological activities | According to the subparameters, 8 anti-AIDS drugs were divided into three categories: drug-induced partial sun, partial vaginal Yin, and Yin-Yang positive drug | Cluster statistics method |
Liu et al. [40] | 2009 | Sichuan | 193 CMM and their 7 elements content | Using support vector machines to train 193 CMM and establish a predictive model for neutral and nonneutral CMP | There is certain correlation between the content of inorganic elements and CMP | Support vector machines |
Wu et al. [41] | 2010 | Wuhan | 105 CMM and their 42 elements content | Establishment of the Fisher discriminant equation based on the content of 42 microelements in 105 CMM | Establish the Fisher discriminant equation | Fisher discriminant analysis |
Wu et al. [42] | 2012 | Wuhan | 105 CMM and their 42 elements content | After the Fisher discriminant analysis, equations are established and evaluated | The established discriminant equation is active and useful | Fisher discriminant analysis |
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