Rapidly screen method for estrogen activity of environmental organic contaminant based on molecular structure
A technology of organic pollutants and environmental estrogen, which is applied in the field of rapid screening of estrogen activity of environmental organic pollutants based on molecular structure, can solve the problems of long cycle, high cost, manpower and material resources
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Embodiment 1
[0048] Grouped by compound structural features, there are Structural features are classified into one class, that is, class ① structures. There are 21 compounds in this class of structures obtained from the literature. After drawing and optimizing the two-dimensional structures of these 21 compounds with Chemoffice software, use Dragon software to calculate Their structural information parameters; according to the principle of activity classification, that is, 1. LogRBA≥0 is strong activity; 2. 03 av+4.564IC 1 -22.270, the judgment center of gravity is: 2-0.742; 3--1.272, the total judgment ability is 89.5%. The remaining two compounds were used as test group compounds to validate the model.
Embodiment 2
[0050] Grouped by compound structural features, there are Structural features are divided into one category, that is, the structure of category ②. There are 19 compounds in total, 17 of which are selected as training groups for model building. Among the 17 compounds, 1 is 1-strong activity, and 12 are 2-weak activity. , 4 were 3-inactive. After the two-dimensional structures of these 17 compounds were drawn and optimized with Chemoffice software, their structural information parameters were calculated using Dragon software, and the calculated structural information parameters and classification were carried out step by step discriminant analysis in SPSS software to obtain Discriminant function for such structures: Y 1 =48.943Homa-129.141Arom+84.497, Y 2 =-2.691Homa+23.823Arom-20.629, from the cumulative ability of discriminant function, Y 1 The judgment ability of Y2 is 98.5%, and its centers of gravity are: 1-2.277, 2-2.930, 3--9.360. The judgment ability of Y2 is 1.5%, a...
Embodiment 3
[0052] Grouped by compound structural features, with structural features There are 22 compounds in total, and 20 compounds are selected as the training group for model building. Among the 20 compounds, 12 are 1-strong activity, and 8 are 2-weak activity. After drawing and optimizing the two-dimensional structures of these 20 compounds with Chemoffice software, their structural information parameters were calculated using Dragon software, and the calculated structural information parameters and classification were carried out step by step discriminant analysis in SPSS software to obtain The discriminant function of this type of structure is: Y=368.703X 4 A+2.546S 3 K-93.764PW 5 -46.116, the category centers of gravity are 1--1.463; 2-2.195. The overall judgment ability is 95%. The remaining two compounds were used as test group compounds to validate the model.
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