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对20种硝基芳烃化合物进行DFT-B3LYP/6-311G**水平全优化计算。据所得量子化学参数建立硝基芳烃对呆鲦鱼急毒性(-lg LC50)的QSAR模型,采用内部及外部双重验证的办法深入分析和检验模型的稳健性。最佳模型的复相关系数(R2)、去一法(LOO)交互检验复相关系数(R2cv)、外部预测样本复相关系数(R2ext)分别为0.927、0.915和0.877,故所建立QSAR模型的稳定性和预测能力良好。结果表明:硝基芳烃化合物的毒性主要由分子最低空轨道能(ELUMO)、分子总能量(ET)和氢原子所带的最高正电荷(QH+)决定。 相似文献
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计算了20个1,3,5-三嗪-2,4-二酮类化合物的最高占据轨道能级、最低空轨道能级、摩尔折射率、clogP等结构和量子化学参数,对化合物的抗病毒活性(pI50)进行了定量结构-活性关系(QSAR)研究,建立了相应的QSAR方程,r为0.925,F为24.19.通过该方程可推测化合物的抗病毒活性大小主要取决于其疏水性质和立体因素.同时利用上述方程对化合物的抗病毒活性进行了理论预测,结果表明该方程具有较高的活性预测作用. 相似文献
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研究了苯对黄姑鱼、菲律宾蛤和脊尾白虾三种常见海洋经济生物的急性毒性。通过苯对海洋水生生物的毒性反应和急性毒性实验数据,通过统计24 h、48 h、72 h和96 h的死亡率(%)、半致死浓度(LC_(50))和LC_(50) 95%置信区间,结果表明苯对三种海洋水生生物的急性毒性顺序依次为:脊尾白虾黄姑鱼菲律宾蛤。计算研究结果如下:苯对鱼类和贝类的毒性为低毒,苯对虾类的毒性为高毒。苯对三种海洋水生生物的急性毒性顺序依次为:脊尾白虾黄姑鱼菲律宾蛤。 相似文献
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基于分子拓扑邻接矩阵,计算了11种卤代苯的分子形状指数(Km)。通过最佳变量子集回归方法,建立了11种上述化合物对发光菌和呆头鱼等急性毒性(pC50:pEC50,pLC50)的QSAR模型。对于发光菌的pEC50模型的判定系数(R2)和校正判定系数Radj2依次为0.884和0.855,相应呆头鱼pLC50模型为0.897和0.871。经R2,Radj2等检验,上述模型具有令人满意的稳健性和预测能力。 相似文献
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水环境中有机污染物种类繁多但毒性资料缺乏。本文应用SPSS统计学软件,对文献报导的29个取代苯类化合物对发光菌的急性毒性数据进行线性回归,建立化合物结构与毒性的相关方程,并应用该软件对方程的稳健性和可靠性进行检验,得到了相关性和稳健性均良好的构效关系模型,用以预测同类污染物对水生生物的毒性。 相似文献
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Ran Dave Hans Blanck Kersti Gustafsson 《Journal of chemical technology and biotechnology (Oxford, Oxfordshire : 1986)》1979,29(4):249-257
Aquatic environments are the main recipient for chemicals lost from solvent extraction plants. Therefore, the toxicity of these chemicals to aquatic organisms must be considered. So far the effects of solvent extraction chemicals on aquatic organisms have been underestimated. The toxicity of some commonly employed solvent extraction chemicals to a green alga, Chlorella emersonii, a fish, Salmo gairdneri, and two cellulose-degrading bacteria, Cellulomonas sp. and Sporocytophaga myxococcoides, are reported. For most aliphatic amines studied (Primene JM-T, Amberlite LA-1, Adogen 283, Alamine 336 and Aliquat 336) inhibition of growth (algae and bacteria) and mortality of fish are shown at nominal concentrations below 1 mg dm?3 (EC50s and LC50s). Other chemicals tested (Adogen 383, TBP, HDEHP, NA SUL AS-50, LIX 64N, Versatic 10 and 2-ethylhexanol) are less toxic, having EC50s for inhibition of growth and/or LC50s between 0.3 and 100 mg dm?3. The acute toxicity to fish is shown to be dependent on ambient temperature for all chemicals studied. Solvent extraction chemicals spread into the environment have the potential to produce toxic effects on aquatic organisms. It is therefore recommended that the status of aquatic life in natural waters receiving solvent extraction chemicals is monitored. 相似文献
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Tao Huang Guohui Sun Lijiao Zhao Na Zhang Rugang Zhong Yongzhen Peng 《International journal of molecular sciences》2021,22(16)
Nitroaromatic compounds (NACs) are ubiquitous in the environment due to their extensive industrial applications. The recalcitrance of NACs causes their arduous degradation, subsequently bringing about potential threats to human health and environmental safety. The problem of how to effectively predict the toxicity of NACs has drawn public concern over time. Quantitative structure–activity relationship (QSAR) is introduced as a cost-effective tool to quantitatively predict the toxicity of toxicants. Both OECD (Organization for Economic Co-operation and Development) and REACH (Registration, Evaluation and Authorization of Chemicals) legislation have promoted the use of QSAR as it can significantly reduce living animal testing. Although numerous QSAR studies have been conducted to evaluate the toxicity of NACs, systematic reviews related to the QSAR modeling of NACs toxicity are less reported. The purpose of this review is to provide a thorough summary of recent QSAR studies on the toxic effects of NACs according to the corresponding classes of toxic response endpoints. 相似文献
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Aiming to provide a unified picture of computed activity – quantitative structure activity relationships, the so called Köln (ESIP-ElementSpecificInfluenceParameter) model for activity and Timisoara (Spectral-SAR) formulation of QSAR were pooled in order to assess the toxicity modeling and inter-toxicity correlation maps for aquatic organisms against paradigmatic organic compounds. The Köln ESIP model for estimation of a compound toxicity is based on the experimental measurement expressing the direct action of chemicals on the organism Hydractinia echinata so that the structural influence parameters are reflected by the metamorphosis degree itself. As such, the calculation of the structural parameters is absolutely necessary for correct evaluation and interpretation of the evolution of M(easured) and the C(computed) values. On the other hand, the Timişoara Spectral-SAR analysis offers correlation models and paths for H.e. species as well as for four other different organisms with which the toxicity may be inter-changed by means of the same mechanism of action induced by certain common chemicals. 相似文献
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定量构效关系在化合物性质研究中的应用 总被引:1,自引:0,他引:1
概述了定量构效关系(QSPR/QSAR)的基本原理以及定量构效关系在化合物性质研究中的应用,重点介绍了定量构效关系在化合物毒性、水溶性和LogPow等方面的应用。 相似文献
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T. A. Chudinskaya I. V. Nikiforova G. A. Smirnova R. A. Molchanova T. I. Samsonova 《Fibre Chemistry》2011,43(1):18-21
This paper is devoted to a major area of concern and an approach for hygiene and toxicology studies allowing us to estimate
the potential risk to workers from chemicals and to recommend protective measures aimed at preservation of health. We present
tentative safe exposure levels in atmospheric air and maximum permissible concentrations in the workplace for a number of
chemicals, obtained as a result of toxicology animal studies. We demonstrate the capabilities of a method for rapid assessment
in vitro of the general acute toxicity on the AT-05 image analyzer. 相似文献
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Yan Ting Cui Serena L. M. Teo Wai Leong Christina L. L. Chai 《International journal of molecular sciences》2014,15(6):9255-9284
As the result of the ecological impacts from the use of tributyltins (TBT) in shipping, environmental legislation for the registration of chemicals for use in the environment has grown to a monumental challenge requiring product dossiers to include information on the environmental fate and behavior of any chemicals. Specifically, persistence, bioaccumulation and toxicity, collectively known as PBT, are properties of concern in the assessment of chemicals. However, existing measurements of PBT properties are a cumbersome and expensive process, and thus not applied in the early stages of the product discovery and development. Inexpensive methods for preliminary PBT screening would minimize risks arising with the subsequent registration of products. In this article, we evaluated the PBT properties of compounds reported to possess anti-fouling properties using QSAR (quantitative structure-activity relationship) prediction programs such as BIOWIN™ (a biodegradation probability program), KOWWIN™ (log octanol-water partition coefficient calculation program) and ECOSAR™ (Ecological Structure Activity Relationship Programme). The analyses identified some small (Mr < 400) synthetic and natural products as potential candidates for environmentally benign biocides. We aim to demonstrate that while these methods of estimation have limitations, when applied with discretion, they are powerful tools useful in the early stages of research for compound selection for further development as anti-foulants. 相似文献
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人工神经网络用于三苯基丙烯腈衍生物的定量结构-活性关系模型 总被引:3,自引:0,他引:3
采用人工神经网络(ANN)BP算法探讨了24个三苯基丙烯睛衍生物的lg1/C(C为半致死浓度)与X位羟基指示数I、分子表面积SA和B环上原子净电荷之和QB之间的关系,以20个样本为训练集建立了定量结构-活性关系(QSAR)模型,其相关系数和标准偏差分别为R=0.9969和SD=0.0164,其余4个样本为测试集,得到R=0.9913和SD=0.1533;用多元线性回归(MLR)方法建立的QSAR模型R=0.9360,SD=0.3779。结果表明,ANN方法具有良好的预测能力,比MLR方法更精密。 相似文献