2020
DOI: 10.3390/molecules25030739
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Towards an Understanding of the Mode of Action of Human Aromatase Activity for Azoles through Quantum Chemical Descriptors-Based Regression and Structure Activity Relationship Modeling Analysis

Abstract: Aromatase is an enzyme member of the cytochrome P450 superfamily coded by the CYP19A1 gene. Its main action is the conversion of androgens into estrogens, transforming androstenedione into estrone and testosterone into estradiol. This enzyme is present in several tissues and it has a key role in the maintenance of the balance of androgens and estrogens, and therefore in the regulation of the endocrine system. With regard to chemical safety and human health, azoles, which are used as agrochemicals and pharmaceu… Show more

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Cited by 8 publications
(6 citation statements)
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“…Another 2D atom pair descriptor F03­[C-C] , shown to be the least important descriptor for the developed model by the VIP plot, represents the frequency of C–C at topological distance 3. The fragment regulates the molecule’s hydrophilic character while also acting as electron delocalization channels . An unfavorable contribution of the descriptor to the response is evidenced by the negative regression coefficient of the descriptor (see Figure and Table S9 in Supporting Information 1).…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…Another 2D atom pair descriptor F03­[C-C] , shown to be the least important descriptor for the developed model by the VIP plot, represents the frequency of C–C at topological distance 3. The fragment regulates the molecule’s hydrophilic character while also acting as electron delocalization channels . An unfavorable contribution of the descriptor to the response is evidenced by the negative regression coefficient of the descriptor (see Figure and Table S9 in Supporting Information 1).…”
Section: Resultsmentioning
confidence: 99%
“…The fragment regulates the molecule's hydrophilic character while also acting as electron delocalization channels. 59 An unfavorable contribution of the descriptor to the response is evidenced by the negative regression coefficient of the descriptor (see Figure 3 and Table S9 in Supporting Information 1). The descriptors responsible for the pesticide toxicity against Japanese quail have been mechanistically interpreted, as shown in Figure 3.…”
Section: ■ Results and Discussionmentioning
confidence: 99%
“…SARpy works better on a data set of at least a few hundred substances, but it has also been used on smaller data sets. 31…”
Section: Tools For Research In Vegahubmentioning
confidence: 99%
“…SARpy works better on a data set of at least a few hundred substances, but it has also been used on smaller data sets. 31 aiQSAR aiQSAR is a general system used to generate in silico models, both classification and regression models, 32 which was developed by Kristijan Vukovic (Istituto Mario Negri, Milano, Italy). A total of 38 models have already been developed and implemented.…”
Section: Sarpymentioning
confidence: 99%
“…• In silico data from the Aromatase activity model (IRFMN) of VEGA (Chayawan, 2020), that reported assessment and prediction results;…”
Section: Preliminary Case Study On Conazolesmentioning
confidence: 99%