Theoretical and Applied Chemometrics Laboratory (LQTA), Institute of Chemistry, University of Campinas-Unicamp , Campinas, Brazil.
Department of Chemistry, Universidade Federal de Viçosa , Viçosa, Brazil.
SAR QSAR Environ Res. 2021 Feb;32(2):133-150. doi: 10.1080/1062936X.2020.1866070.
A series of 18 2-arylidene indan-1,3-dione derivatives was synthesized and tested against to assess the environmental toxicity of these compounds. Aiming to investigate the toxicity mechanism for this series of compounds, a four-dimensional quantitative structure-activity analysis (4D-QSAR) was performed through the partial least square regression (PLS). The best PLS model was built with two factors and the selected field descriptors, of Coulomb (C) and Lennard-Jones (L) nature, describing 77.43% of variance and presenting the following statistics: = 0.89; SEC = 0.30; = 0.81; SEV = 0.36. According to the literature, the bioactivity of -unsaturated ketones, a functionality present in the series of compounds under investigation, is related to the conjugated double bond with the carbonyl group. The presence of a positive Coulomb descriptor nearby the carbonyl moieties, obtained as a result of the regression model, indicates that these polar groups are also related to the toxicity on . From the PLS regression model, the toxicity EC-48 h values increases with the positive Coulomb descriptor and diminishes with the negative Lennard-Jones descriptors. It could be concluded that the presence of small polar groups in the aromatic ring of the arylidene moiety tends to increase the toxicity, while bulkier apolar substituents lead to a decrease of the toxicity.
合成了一系列 18 个 2-亚苄基茚满-1,3-二酮衍生物,并对其进行了测试,以评估这些化合物的环境毒性。为了研究这一系列化合物的毒性机制,我们通过偏最小二乘回归(PLS)进行了四维定量构效关系分析(4D-QSAR)。最佳 PLS 模型由两个因子和所选的场描述符(描述库仑(C)和伦纳德-琼斯(L)性质)构建,描述了 77.43%的方差,并呈现出以下统计数据: = 0.89;SEC = 0.30; = 0.81;SEV = 0.36。根据文献,-不饱和酮的生物活性,即在所研究的化合物系列中存在的官能团,与羰基共轭双键有关。羰基附近存在正库仑描述符,这是回归模型的结果,表明这些极性基团也与对 的毒性有关。从 PLS 回归模型可以看出,毒性 EC-48 h 值随正库仑描述符的增加而增加,随负伦纳德-琼斯描述符的减少而减少。可以得出结论,芳基亚苄基部分的芳香环中存在小的极性基团会增加毒性,而较大的非极性取代基会降低毒性。