Construction method of three-dimensional quantitative structure-activity relationship model for antioxidant activity of anthocyanins
An antioxidant activity, three-dimensional quantitative technology, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve the problems of human injury, the limitation of synthetic antioxidants, and achieve the effect of good prediction and good prediction ability.
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Embodiment 1
[0029] 25 kinds of anthocyanin compounds (Table 1) were selected as the research objects, and the ability of 25 kinds of substances to scavenge oxygen free radicals was measured. Oxygen Radical Absorption Capacity (ORAC) was used as the biological activity index; 25 kinds of antioxidant activities were measured 18 compounds were randomly selected as the training set (Table 1), 7 were used as the test set, and 25 compounds were grouped; under the SYBYLX-1.2 software, the structure diagram of the 25 anthocyanin compounds was drawn; Powell method, the charge type is Gasteiger-Hückel, molecular optimization is performed to obtain the optimal conformation of each molecule; the most active compound is selected as the template molecule from the training set compounds (compound 7 in Table 1), and the benzene ring is selected as the public skeleton ,Use AlignDatabase method for molecular superposition; calculate CoMFA force field value, including three-dimensional field effect and electr...
Embodiment 2
[0031] 25 kinds of anthocyanin compounds were selected as the research objects (Table 1), and the ability of 25 kinds of substances to scavenge oxygen free radicals was measured. Oxygen Radical Absorption Capacity (ORAC) was used as the biological activity index; 25 kinds of antioxidant activity were measured 18 kinds of compounds were randomly selected as training set and 7 kinds as test set; under SYBYLX-1.2 software, the three-dimensional structure of each compound was drawn; Powell method under Tripos position was selected, charge type was Gasteiger-Hückel, other parameters were the same as implementation Example 1. Perform molecular optimization to obtain the optimal conformation of each molecule; superimpose the obtained optimal conformations of the molecules, and select the most active compound (compound 7 in Table 1) as the template molecule from the training set compounds. The benzene ring is selected as the public skeleton, and the AlignDatabase method is used for mole...
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