首页 > 最新文献

Int. J. Chemoinformatics Chem. Eng.最新文献

英文 中文
Application of Molecular Topology to the Prediction of the Reaction Yield and Anticancer Activity of Imidazole and Guanidine Derivatives 分子拓扑学在咪唑和胍类衍生物反应产率和抗癌活性预测中的应用
Pub Date : 2013-07-01 DOI: 10.4018/ijcce.2013070104
M. López, Vincenzo La Franca Pitarresi, Salvador Sayas Valero, J. Gálvez, R. García-Domènech
In this study molecular topology based QSAR has been applied to predict the reaction yield and anticancer activity of 18 imidazole and guanidine derivatives. Four properties were evaluated, namely reaction yield, anti prostatic-cancer activity, anti breast-cancer activity and anti lung-cancer activity. The four models have been validated by both internal and cross validation, and also by randomness tests. The results obtained are in full agreement with the experimental results and confirm the precision, accuracy and robustness of the method followed. After carrying out a virtual screening upon such models, new imidazole and guanidine derivatives with potential anticancer activity are proposed.
本研究采用基于分子拓扑的QSAR预测了18种咪唑和胍类衍生物的反应产率和抗癌活性。评价了四项性质,即反应产率、抗前列腺癌活性、抗乳腺癌活性和抗肺癌活性。这四个模型已通过内部验证和交叉验证以及随机检验进行了验证。所得结果与实验结果完全吻合,证实了所采用方法的精密度、准确性和鲁棒性。在对这些模型进行虚拟筛选后,提出了具有潜在抗癌活性的咪唑和胍类新衍生物。
{"title":"Application of Molecular Topology to the Prediction of the Reaction Yield and Anticancer Activity of Imidazole and Guanidine Derivatives","authors":"M. López, Vincenzo La Franca Pitarresi, Salvador Sayas Valero, J. Gálvez, R. García-Domènech","doi":"10.4018/ijcce.2013070104","DOIUrl":"https://doi.org/10.4018/ijcce.2013070104","url":null,"abstract":"In this study molecular topology based QSAR has been applied to predict the reaction yield and anticancer activity of 18 imidazole and guanidine derivatives. Four properties were evaluated, namely reaction yield, anti prostatic-cancer activity, anti breast-cancer activity and anti lung-cancer activity. The four models have been validated by both internal and cross validation, and also by randomness tests. The results obtained are in full agreement with the experimental results and confirm the precision, accuracy and robustness of the method followed. After carrying out a virtual screening upon such models, new imidazole and guanidine derivatives with potential anticancer activity are proposed.","PeriodicalId":132974,"journal":{"name":"Int. J. Chemoinformatics Chem. Eng.","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116247622","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Dynamics of Metal Distribution in Cultivated Soil and Vegetables in Vicinity to Industrial Deposition: An Inference to Chemical Contamination of Food Chain 工业沉积物附近栽培土壤和蔬菜中金属分布动态:对食物链化学污染的推断
Pub Date : 2013-07-01 DOI: 10.4018/ijcce.2013070109
S. Nayek, Suprakash Roy, Suvankar Dutta, R. Saha, T. Chakraborty
The present study demonstrates accumulation and distribution of heavy metals Fe, Cr, Cd, Pb & Cu in cultivated soil and vegetables, and its potential implication to health risk via consumption of contaminated vegetables. Deposition of atmospheric metals results significant enrichment of metal contents Pb=1.6, Cu=1.4 & Cd=15.9 in cultivated soil. Elevated metal content in soil facilitate higher metal accumulation in growing vegetables through root uptake and also by leaf absorption. Results show noticeably higher metal translocation >1 from soil to roots TFr and shoots TFs, followed by higher metal accumulation in leafy shoots except R. sativa. In sampled vegetables, estimated hazard quotient HQ for individual metal does not exceed the safe limit, but integrated hazard quotient IHQ in L. esculanta is above the safe limit 1.33 and incredibly close in R. sativa 0.97 and S. oleracia 0.93 to cause health hazard.
本研究揭示了土壤和蔬菜中重金属Fe、Cr、Cd、Pb和Cu的积累和分布,以及食用受污染蔬菜对健康风险的潜在影响。大气金属沉降导致耕地土壤金属含量Pb=1.6, Cu=1.4, Cd=15.9显著富集。土壤中金属含量的增加通过根系吸收和叶片吸收促进蔬菜中金属的积累。结果表明:土壤向根系TFr和地上部TFs的金属转运量>1,其次是叶状芽中除红薯外的金属积累量。在抽样蔬菜中,单个金属的估计危害商数HQ不超过安全限值,但综合危害商数IHQ高于安全限值1.33,而油菜和青椒的危害商数IHQ非常接近,分别为0.97和0.93。
{"title":"Dynamics of Metal Distribution in Cultivated Soil and Vegetables in Vicinity to Industrial Deposition: An Inference to Chemical Contamination of Food Chain","authors":"S. Nayek, Suprakash Roy, Suvankar Dutta, R. Saha, T. Chakraborty","doi":"10.4018/ijcce.2013070109","DOIUrl":"https://doi.org/10.4018/ijcce.2013070109","url":null,"abstract":"The present study demonstrates accumulation and distribution of heavy metals Fe, Cr, Cd, Pb & Cu in cultivated soil and vegetables, and its potential implication to health risk via consumption of contaminated vegetables. Deposition of atmospheric metals results significant enrichment of metal contents Pb=1.6, Cu=1.4 & Cd=15.9 in cultivated soil. Elevated metal content in soil facilitate higher metal accumulation in growing vegetables through root uptake and also by leaf absorption. Results show noticeably higher metal translocation >1 from soil to roots TFr and shoots TFs, followed by higher metal accumulation in leafy shoots except R. sativa. In sampled vegetables, estimated hazard quotient HQ for individual metal does not exceed the safe limit, but integrated hazard quotient IHQ in L. esculanta is above the safe limit 1.33 and incredibly close in R. sativa 0.97 and S. oleracia 0.93 to cause health hazard.","PeriodicalId":132974,"journal":{"name":"Int. J. Chemoinformatics Chem. Eng.","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128452189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Liquid-Liquid Equilibrium of the Ternary System Water/Formic Acid/1-Pentanol at T= 308.2 K 水/甲酸/1-戊醇三元体系在T= 308.2 K时的液-液平衡
Pub Date : 2013-07-01 DOI: 10.4018/ijcce.2013070106
H. Ghanadzadeh, Shahin Asan, Milad Sangashekan
Liquid-liquid equilibrium data for the water + Formic acid + 1-pentanol ternary system were determined at T = 308.2 K in ambient pressure. This ternary system exhibits type-1 behavior of LLE. Distribution coefficients and separation factors were measured to evaluate the extracting capacity of the solvent. The consistency of the experimental tie-line data was determined through the Othmer-Tobias and Bachman equations. The raw experimental data were correlated using the NRTL and UNIQUAC models. The average root-mean-square deviation between the experimental and calculated mass fractions was 0.488% and 0.465%.
水+甲酸+ 1-戊醇三元体系的液-液平衡数据在室温T = 308.2 K下测定。这种三元体系表现出LLE的type-1行为。测定了溶剂的分配系数和分离系数,评价了溶剂的萃取能力。利用other - tobias方程和Bachman方程确定了实验系线数据的一致性。使用NRTL和UNIQUAC模型对原始实验数据进行了相关性分析。实验质量分数与计算质量分数的均方根偏差分别为0.488%和0.465%。
{"title":"Liquid-Liquid Equilibrium of the Ternary System Water/Formic Acid/1-Pentanol at T= 308.2 K","authors":"H. Ghanadzadeh, Shahin Asan, Milad Sangashekan","doi":"10.4018/ijcce.2013070106","DOIUrl":"https://doi.org/10.4018/ijcce.2013070106","url":null,"abstract":"Liquid-liquid equilibrium data for the water + Formic acid + 1-pentanol ternary system were determined at T = 308.2 K in ambient pressure. This ternary system exhibits type-1 behavior of LLE. Distribution coefficients and separation factors were measured to evaluate the extracting capacity of the solvent. The consistency of the experimental tie-line data was determined through the Othmer-Tobias and Bachman equations. The raw experimental data were correlated using the NRTL and UNIQUAC models. The average root-mean-square deviation between the experimental and calculated mass fractions was 0.488% and 0.465%.","PeriodicalId":132974,"journal":{"name":"Int. J. Chemoinformatics Chem. Eng.","volume":"21 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132202611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Interactions Between Weighting Scheme and Similarity Coefficient in Similarity-Based Virtual Screening 基于相似度的虚拟筛选中权重方案与相似系数的相互作用
Pub Date : 2012-07-01 DOI: 10.4018/ijcce.2012070103
J. Holliday, P. Willett, Hua Xiang
Similarity searching is one of the most common methods for ligand-based virtual screening, and is normally carried out using the Tanimoto coefficient with binary fingerprints. However, a recent study has suggested that it may be less appropriate for use with weighted fingerprints in some circumstances. This paper compares the Tanimoto coefficient with other coefficients, and demonstrates that one of these, the cosine coefficient, exhibits a much greater degree of robustness in the face of variations in the nature of the fragment weighting scheme that is being used.
相似度搜索是基于配体的虚拟筛选中最常用的方法之一,通常使用二元指纹的谷本系数进行相似度搜索。然而,最近的一项研究表明,在某些情况下,使用加权指纹可能不太合适。本文将谷本系数与其他系数进行比较,并证明其中一个系数,余弦系数,在面对正在使用的片段加权方案的性质变化时表现出更大程度的鲁棒性。
{"title":"Interactions Between Weighting Scheme and Similarity Coefficient in Similarity-Based Virtual Screening","authors":"J. Holliday, P. Willett, Hua Xiang","doi":"10.4018/ijcce.2012070103","DOIUrl":"https://doi.org/10.4018/ijcce.2012070103","url":null,"abstract":"Similarity searching is one of the most common methods for ligand-based virtual screening, and is normally carried out using the Tanimoto coefficient with binary fingerprints. However, a recent study has suggested that it may be less appropriate for use with weighted fingerprints in some circumstances. This paper compares the Tanimoto coefficient with other coefficients, and demonstrates that one of these, the cosine coefficient, exhibits a much greater degree of robustness in the face of variations in the nature of the fragment weighting scheme that is being used.","PeriodicalId":132974,"journal":{"name":"Int. J. Chemoinformatics Chem. Eng.","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130790901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Modelling Liquid Flow Through Carbon Nanotubes 模拟液体流过碳纳米管
Pub Date : 2012-07-01 DOI: 10.4018/ijcce.2012070102
Faig Bakhman Ogli Naghiyev
In this paper, the structure of a liquid and character of its flow in carbon nanotube is investigated. A review of the literature and the results of experiments show that the simulation of fluid flow for nanoscale systems should be based on the continuum hypothesis taking into account the quantized character of the liquid in the length scale of intermolecular distances. Consideration of the flow characteristics allowed construction of the analogy of behavior of the liquid in a nanotube with a flow of a viscoplastic Bingham fluid. A model of mass transfer of liquid in a nanotube, based on the possibility of forming an empty interlayer between the moving fluid particles and the particles of the wall of the nanotube, is presented.
本文研究了一种液体的结构及其在碳纳米管中的流动特性。文献综述和实验结果表明,纳米尺度系统的流体流动模拟应基于连续介质假设,并考虑液体在分子间距离长度尺度上的量子化特性。考虑到流动特性,可以将纳米管中液体的行为与粘塑性宾厄姆流体的流动进行类比。提出了一种基于流动流体颗粒与纳米管壁颗粒之间形成空夹层的可能性的纳米管内液体传质模型。
{"title":"Modelling Liquid Flow Through Carbon Nanotubes","authors":"Faig Bakhman Ogli Naghiyev","doi":"10.4018/ijcce.2012070102","DOIUrl":"https://doi.org/10.4018/ijcce.2012070102","url":null,"abstract":"In this paper, the structure of a liquid and character of its flow in carbon nanotube is investigated. A review of the literature and the results of experiments show that the simulation of fluid flow for nanoscale systems should be based on the continuum hypothesis taking into account the quantized character of the liquid in the length scale of intermolecular distances. Consideration of the flow characteristics allowed construction of the analogy of behavior of the liquid in a nanotube with a flow of a viscoplastic Bingham fluid. A model of mass transfer of liquid in a nanotube, based on the possibility of forming an empty interlayer between the moving fluid particles and the particles of the wall of the nanotube, is presented.","PeriodicalId":132974,"journal":{"name":"Int. J. Chemoinformatics Chem. Eng.","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124682182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Retrained Classification of Tyrosinase Inhibitors and "In Silico" Potency Estimation by Using Atom-Type Linear Indices: A Powerful Tool for Speed up the Discovery of Leads 酪氨酸酶抑制剂的再训练分类和使用原子型线性指数的“计算机”效能估计:加速发现线索的有力工具
Pub Date : 2012-07-01 DOI: 10.4018/ijcce.2012070104
G. Casañola-Martín, Mahmud Tareq Hassan Khan, Huong Le-Thi-Thu, Y. Marrero-Ponce, R. García-Domènech, F. Torrens, A. Rescigno
In this paper, the authors present an effort to increase the applicability domain (AD) by means of retraining models using a database of 701 great dissimilar molecules presenting anti-tyrosinase activity and 728 drugs with other uses. Atom-based linear indices and best subset linear discriminant analysis (LDA) were used to develop individual classification models. Eighteen individual classification-based QSAR models for the tyrosinase inhibitory activity were obtained with global accuracy varying from 88.15-91.60% in the training set and values of Matthews correlation coefficients (C) varying from 0.76-0.82. The external validation set shows globally classifications above 85.99% and 0.72 for C. All individual models were validated and fulfilled by OECD principles. A brief analysis of AD for the training set of 478 compounds and the new active compounds included in the re-training was carried out. Various assembled multiclassifier systems contained eighteen models using different selection criterions were obtained, which provide possibility of select the best strategy for particular problem. The various assembled multiclassifier systems also estimated the potency of active identified compounds. Eighteen validated potency models by OECD principles were used.
本文利用701种具有抗酪氨酸酶活性的大异分子和728种具有其他用途的药物的数据库,通过对模型进行再训练来提高其适用域(AD)。采用基于原子的线性指标和最佳子集线性判别分析(LDA)建立个体分类模型。获得了18个基于个体分类的酪氨酸酶抑制活性QSAR模型,训练集的总体准确率在88.15-91.60%之间,Matthews相关系数(C)值在0.76-0.82之间。外部验证集显示全局分类高于85.99%,c的分类高于0.72。所有个体模型都经过OECD原则的验证和满足。对478个化合物的训练集和重新训练的新活性化合物进行了简要的AD分析。采用不同的选择准则,得到了包含18个模型的组合多分类器系统,为选择特定问题的最佳策略提供了可能。各种组装的多分类系统还估计了活性鉴定化合物的效力。采用了18个经OECD原则验证的效价模型。
{"title":"Retrained Classification of Tyrosinase Inhibitors and \"In Silico\" Potency Estimation by Using Atom-Type Linear Indices: A Powerful Tool for Speed up the Discovery of Leads","authors":"G. Casañola-Martín, Mahmud Tareq Hassan Khan, Huong Le-Thi-Thu, Y. Marrero-Ponce, R. García-Domènech, F. Torrens, A. Rescigno","doi":"10.4018/ijcce.2012070104","DOIUrl":"https://doi.org/10.4018/ijcce.2012070104","url":null,"abstract":"In this paper, the authors present an effort to increase the applicability domain (AD) by means of retraining models using a database of 701 great dissimilar molecules presenting anti-tyrosinase activity and 728 drugs with other uses. Atom-based linear indices and best subset linear discriminant analysis (LDA) were used to develop individual classification models. Eighteen individual classification-based QSAR models for the tyrosinase inhibitory activity were obtained with global accuracy varying from 88.15-91.60% in the training set and values of Matthews correlation coefficients (C) varying from 0.76-0.82. The external validation set shows globally classifications above 85.99% and 0.72 for C. All individual models were validated and fulfilled by OECD principles. A brief analysis of AD for the training set of 478 compounds and the new active compounds included in the re-training was carried out. Various assembled multiclassifier systems contained eighteen models using different selection criterions were obtained, which provide possibility of select the best strategy for particular problem. The various assembled multiclassifier systems also estimated the potency of active identified compounds. Eighteen validated potency models by OECD principles were used.","PeriodicalId":132974,"journal":{"name":"Int. J. Chemoinformatics Chem. Eng.","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116987383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
An Efficient Algorithm for Automating Classification of Chemical Reactions into Classes in Ugi's Reaction Scheme Ugi反应方案中化学反应自动分类的一种有效算法
Pub Date : 2012-07-01 DOI: 10.4018/ijcce.2012070101
Sanjay Ram, Somnath Pal
There are two approaches for classification of chemical reactions: Model-Driven and Data-Driven. In this paper, the authors develop an efficient algorithm based on a model-driven approach developed by Ugi and co-workers for classification of chemical reactions. The authors’ algorithm takes reaction matrix of a chemical reaction as input and generates its appropriate class as output. Reaction matrices being symmetric, matrix implementation of Ugi’s scheme using upper/lower tri-angular matrix is of O(n2) in terms of space complexity. Time complexity of similar matrix implementation is O(n4), both in worst case as well as in average case. The proposed algorithm uses two fixed size look-up tables in a novel way and requires constant space complexity. Time complexity both in worst and average cases of the algorithm is linear.
化学反应的分类有两种方法:模型驱动和数据驱动。在本文中,作者基于Ugi及其同事开发的模型驱动方法开发了一种用于化学反应分类的高效算法。该算法以化学反应的反应矩阵为输入,生成相应的类作为输出。反应矩阵是对称的,使用上下三角矩阵的ugi方案的矩阵实现在空间复杂度上为0 (n2)。在最坏情况和平均情况下,相似矩阵实现的时间复杂度均为O(n4)。该算法以一种新颖的方式使用两个固定大小的查找表,并要求恒定的空间复杂度。在最坏情况和平均情况下,该算法的时间复杂度都是线性的。
{"title":"An Efficient Algorithm for Automating Classification of Chemical Reactions into Classes in Ugi's Reaction Scheme","authors":"Sanjay Ram, Somnath Pal","doi":"10.4018/ijcce.2012070101","DOIUrl":"https://doi.org/10.4018/ijcce.2012070101","url":null,"abstract":"There are two approaches for classification of chemical reactions: Model-Driven and Data-Driven. In this paper, the authors develop an efficient algorithm based on a model-driven approach developed by Ugi and co-workers for classification of chemical reactions. The authors’ algorithm takes reaction matrix of a chemical reaction as input and generates its appropriate class as output. Reaction matrices being symmetric, matrix implementation of Ugi’s scheme using upper/lower tri-angular matrix is of O(n2) in terms of space complexity. Time complexity of similar matrix implementation is O(n4), both in worst case as well as in average case. The proposed algorithm uses two fixed size look-up tables in a novel way and requires constant space complexity. Time complexity both in worst and average cases of the algorithm is linear.","PeriodicalId":132974,"journal":{"name":"Int. J. Chemoinformatics Chem. Eng.","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115842766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
Using Chemical Structural Indicators for Periodic Classification of Local Anaesthetics 用化学结构指标对局部麻醉药进行周期性分类
Pub Date : 2011-07-01 DOI: 10.4018/ijcce.2011070102
F. Torrens, G. Castellano
Algorithms for classification and taxonomy based on criteria as information entropy and its production are proposed. Some local anaesthetics, currently in use, are classified using five characteristic chemical properties of different portions of their molecules. Many classification algorithms are based on information entropy. When applying the procedures to sets of moderate size, an excessive number of results appear compatible with data and the number suffers a combinatorial explosion. However, after the equipartition conjecture one has a selection criterion between different variants resulting from classification between hierarchical trees. Information entropy and principal component analyses agree. A table of periodic properties of anaesthetics is obtained. The first three features denote the group while the last two indicate the period in the table. The anaesthetics in the same group and period are suggested to present maximum similarity in properties. Furthermore the ones with only the same group will present important resemblance.
提出了基于信息熵及其产生准则的分类和分类算法。目前使用的一些局部麻醉剂根据其分子不同部分的五种特征化学性质进行分类。许多分类算法都是基于信息熵的。当将程序应用于中等大小的集合时,过多的结果似乎与数据兼容,并且数量遭受组合爆炸。然而,在等分猜想之后,在层次树之间的分类产生的不同变体之间有一个选择标准。信息熵与主成分分析结果一致。得到了麻醉剂的周期性质表。前三个特征表示组,后两个特征表示表中的周期。建议同一组、同一周期的麻醉药在性质上具有最大的相似性。此外,只有同一群的人会表现出重要的相似性。
{"title":"Using Chemical Structural Indicators for Periodic Classification of Local Anaesthetics","authors":"F. Torrens, G. Castellano","doi":"10.4018/ijcce.2011070102","DOIUrl":"https://doi.org/10.4018/ijcce.2011070102","url":null,"abstract":"Algorithms for classification and taxonomy based on criteria as information entropy and its production are proposed. Some local anaesthetics, currently in use, are classified using five characteristic chemical properties of different portions of their molecules. Many classification algorithms are based on information entropy. When applying the procedures to sets of moderate size, an excessive number of results appear compatible with data and the number suffers a combinatorial explosion. However, after the equipartition conjecture one has a selection criterion between different variants resulting from classification between hierarchical trees. Information entropy and principal component analyses agree. A table of periodic properties of anaesthetics is obtained. The first three features denote the group while the last two indicate the period in the table. The anaesthetics in the same group and period are suggested to present maximum similarity in properties. Furthermore the ones with only the same group will present important resemblance.","PeriodicalId":132974,"journal":{"name":"Int. J. Chemoinformatics Chem. Eng.","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116108668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Characterization of Polycyclic Aromatic Hydrocarbon Profiles by Multivariate Statistical Analysis 多环芳烃分布特征的多元统计分析
Pub Date : 2011-07-01 DOI: 10.4018/ijcce.2011070101
D. Marino, E. Castro, L. Massolo, A. Mueller, O. Herbarth, A. Ronco
In the present study, statistical methods based on multivariate analyses such as the Descriptive Discriminant Analysis (DDA) and Principal Component Analysis (PCA) were applied to determine relationships between particle sizes and the composition of the associated semi-volatile compounds, in addition to evaluating these observations in relation to the emission sources, study areas, sampling campaigns and season. Results from the DDA showed that the PAHs distributions give the best discrimination capacity within the data set, whereas the PAH distribution in intermediate particle fractions incorporates noise in the statistical analysis. The PCA was useful in identifying the main emission sources in each study area. It showed that in the city of La Plata the most important pollution sources are traffic emissions and the industrial activity associated with oil and petrochemical plants. In Leipzig, the main sources are those associated with traffic and also a power plant. The combined PCA and DDA methods applied to PAH distributions is a valuable tool in characterizing types of emissions burdens and also in obtaining a differentiation of sample identity according to study areas and sampling times.
在本研究中,采用基于多变量分析的统计方法,如描述性判别分析(DDA)和主成分分析(PCA)来确定颗粒大小与相关半挥发性化合物组成之间的关系,并评估这些观测结果与排放源、研究区域、采样活动和季节的关系。DDA结果表明,多环芳烃分布在数据集中具有最好的识别能力,而中间颗粒组分的多环芳烃分布在统计分析中包含噪声。主成分分析有助于确定各研究区的主要排放源。它表明,在拉普拉塔市,最重要的污染源是交通排放和与石油和石化工厂有关的工业活动。在莱比锡,主要的污染源是与交通和发电厂有关的。将PCA和DDA相结合的方法应用于多环芳烃分布是表征排放负担类型和根据研究区域和采样时间获得样本身份分化的有价值的工具。
{"title":"Characterization of Polycyclic Aromatic Hydrocarbon Profiles by Multivariate Statistical Analysis","authors":"D. Marino, E. Castro, L. Massolo, A. Mueller, O. Herbarth, A. Ronco","doi":"10.4018/ijcce.2011070101","DOIUrl":"https://doi.org/10.4018/ijcce.2011070101","url":null,"abstract":"In the present study, statistical methods based on multivariate analyses such as the Descriptive Discriminant Analysis (DDA) and Principal Component Analysis (PCA) were applied to determine relationships between particle sizes and the composition of the associated semi-volatile compounds, in addition to evaluating these observations in relation to the emission sources, study areas, sampling campaigns and season. Results from the DDA showed that the PAHs distributions give the best discrimination capacity within the data set, whereas the PAH distribution in intermediate particle fractions incorporates noise in the statistical analysis. The PCA was useful in identifying the main emission sources in each study area. It showed that in the city of La Plata the most important pollution sources are traffic emissions and the industrial activity associated with oil and petrochemical plants. In Leipzig, the main sources are those associated with traffic and also a power plant. The combined PCA and DDA methods applied to PAH distributions is a valuable tool in characterizing types of emissions burdens and also in obtaining a differentiation of sample identity according to study areas and sampling times.","PeriodicalId":132974,"journal":{"name":"Int. J. Chemoinformatics Chem. Eng.","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132707985","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Hydrogen-Bonded Interactions in the Systems L-Cysteine - H2SeO3 and L-Cysteine -H2SeO4: A DFT Study l -半胱氨酸- H2SeO3和l -半胱氨酸- h2seo4体系中氢键相互作用的DFT研究
Pub Date : 2011-07-01 DOI: 10.4018/ijcce.2011070105
A. Pankratov, N. A. Bychkov, O. Tsivileva
Using the density functional theory method at the B3LYP/6-31G(d,p) level of theory, the formation of hydrogen-bonded complexes of L-cysteine with selenious and selenic acids has been studied. In both cases of selenium-containing acids, the complexes occur preferably by cysteine carboxylic group, therewith the enthalpy of formation values consist from –19 to –21 kcal/mol, and free energy from –6 to –9 kcal/mol. Probably, the initial act of interaction in the system hydroxyl-containing selenium compound - a-amino acid, proceeding with mutual orientation of the reactants molecules and intermolecular hydrogen bonds formation, serves as a prerequisite for the thiol group capability of participating in the subsequent stages (including more completed transformations) of biologically important reactions.
采用B3LYP/6-31G(d,p)理论水平的密度泛函方法,研究了l -半胱氨酸与亚硒酸和亚硒酸氢键配合物的形成。在这两种含硒酸中,配合物最好发生在半胱氨酸羧基上,其生成焓值为 - 19 ~ - 21 kcal/mol,自由能为 - 6 ~ - 9 kcal/mol。可能,在含羟基硒化合物-a -氨基酸体系中,最初的相互作用行为,包括反应物分子的相互取向和分子间氢键的形成,是巯基参与生物学重要反应的后续阶段(包括更完整的转化)的能力的先决条件。
{"title":"Hydrogen-Bonded Interactions in the Systems L-Cysteine - H2SeO3 and L-Cysteine -H2SeO4: A DFT Study","authors":"A. Pankratov, N. A. Bychkov, O. Tsivileva","doi":"10.4018/ijcce.2011070105","DOIUrl":"https://doi.org/10.4018/ijcce.2011070105","url":null,"abstract":"Using the density functional theory method at the B3LYP/6-31G(d,p) level of theory, the formation of hydrogen-bonded complexes of L-cysteine with selenious and selenic acids has been studied. In both cases of selenium-containing acids, the complexes occur preferably by cysteine carboxylic group, therewith the enthalpy of formation values consist from –19 to –21 kcal/mol, and free energy from –6 to –9 kcal/mol. Probably, the initial act of interaction in the system hydroxyl-containing selenium compound - a-amino acid, proceeding with mutual orientation of the reactants molecules and intermolecular hydrogen bonds formation, serves as a prerequisite for the thiol group capability of participating in the subsequent stages (including more completed transformations) of biologically important reactions.","PeriodicalId":132974,"journal":{"name":"Int. J. Chemoinformatics Chem. Eng.","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115091046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
期刊
Int. J. Chemoinformatics Chem. Eng.
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1