A comparison between two polarizability parameters in chemical--biological interactions

The polarizability of a molecule, an important physical property, is currently attracting our attention particularly in the area of QSAR (quantitative structure-activity relationships) for chemical-biological interactions. Our primary focus in the present study has been upon the computational aspects by using NVE (sum of the valence electrons) as a means for estimating polarizability, we have been surprised at its utility. In this report we demonstrate how NVE can be related to the calculated polarizability from a variety of efforts to better understand the subject. A comparison between the use of two polarizability parameters, that is, NVE and CMR (calculated molar refractivity) in the formulation of QSAR for chemical-biological interactions has been also discussed.     

Defining determinant molecular properties for the blockade of the apamin-sensitive SKCa channel in guinea-pig hepatocytes: the influence of polarizability and molecular geometry

QSAR studies of a series of blockers of the SK(Ca) channel in guinea-pig hepatocytes suggests that the polarizability of the blocker is an important factor controlling the binding to the channel. It is suggested that, upon binding, an ion-pair is formed, a process that is promoted by the reorganization of the water molecules. The polarizability is not adequate to describe the potency of the most potent blockers with a good stereochemical fit to the channel, presumably due to more specific interactions taking place.     

A quantitative structure-activity relationship study on some series of anthranilic acid-based matrix metalloproteinase inhibitors

A quantitative structure-activity relationship (QSAR) study has been made on four different series of anthranilic acid-based matrix metalloproteinase (MMP) inhibitors, in which two substituted aryl rings, one bearing the hydroxamic acid moiety that binds with the zinc atom of MMPs, are joined through a bridge group of sulfonamide. The QSAR results indicate that the sulfonamide group plays a very important role in the inhibition activity of the inhibitors and that the effectiveness of this sulfonamide group can be increased by the presence at the aryl rings or at the sulfonamide nitrogen itself of nitrogen-containing or some such substituents that can increase the electronic character of the sulfonamide group. The hydrophobic character of the molecules is not found to be of any advantage; rather in most of the cases it is shown to have detrimental effect, suggesting that MMPs provide little opportunity to the inhibitors to have a any hydrophobic interactions with them. On the other hand, polarizability of the molecules has been found to be conducive to activity in some cases. Thus the inhibition mechanism seems to predominantly involve the electronic interactions between the inhibitors and the enzymes.     

Searching for allosteric effects via QSAR. Part II

Allosteric interactions have in the past been established by means of X-ray crystallography or careful study of a single molecule at a variety of concentrations. Here we report a method for using QSAR to establish a change in reaction mechanism by establishing an inversion point. That is, as polarizability of a member of a congeneric set of compounds is increased (as measured by CMR), activity at first decreases until, at the inversion, activity turns around and increases. Out of 23 examples, 14 have inversion points of 10+/-1. This includes a wide variety of receptors such as thrombin, 5-HT, dopamine, and tyrosine kinase acting with a variety of ligands.     

A quantitative structure-activity relationship study on some aromatic/heterocyclic sulfonamides and their charged derivatives acting as carbonic anhydrase inhibitors

A quantitative structure-activity relationship (QSAR) study is made on a series of aromatic/heterocyclic sulfonamides and their charged derivatives acting as carbonic anhydrase (CA) inhibitors. These compounds were studied by Scozzafava et al. (J. Med. Chem. 2000; 43: 292) for the selective inhibition of CAs--sulfonamides generally do not discriminate between different CA isozymes and hence exhibit many undesirable side effects when used as drugs against a particular disease. In this communication, an attempt has been made to investigate the physicochemical and structural properties that can make them selective for a given CA isozyme. Based on in vitro data reported by Scozzafava et al. against two cytosolic isozymes and one membrane-bound isozyme, the QSAR study has shown that uncharged compounds cannot be made selective for cytosolic or membrane-bound isozyme since in both the cases the compounds appear to follow the same mechanism of inhibition. However, for the charged compounds the polarizability of the molecule seems to greatly favor the inhibition of the membrane-bound enzyme, and hence they can be made selective for this enzyme by enhancing their polarizability, which is found to play no role in the inhibition of cytosolic enzymes.     

Theoretical calculation of polarizability isotope effects

We propose a scheme to estimate hydrogen isotope effects on molecular polarizabilities. This approach combines the any-particle molecular orbital method, in which both electrons and H/D nuclei are described as quantum waves, with the auxiliary density perturbation theory, to calculate analytically the polarizability tensor. We assess the performance of method by calculating the polarizability isotope effect for 20 molecules. A good correlation between theoretical and experimental data is found. Further analysis of the results reveals that the change in the polarizability of a X-H bond upon deuteration decreases as the electronegativity of X increases. Our investigation also reveals that the molecular polarizability isotope effect presents an additive character. Therefore, it can be computed by counting the number of deuterated bonds in the molecule.     

Inhibitory mode of 2-acetoxyphenyl alkyl sulfides against COX-1 and COX-2: QSAR analyses

Selective inhibition of cyclooxygenase-2 (COX-2) inhibitors is an important strategy in design of potent anti-inflammatory compounds with significantly reduced side effects. Therefore, QSAR studies of 2-acetoxyphenyl alkyl sulfides were performed using Bioloom, CAChe 6.1, and Dragon 3.0 for the COX-2 and COX-1 inhibition. The analyses have produced good predictive and statistically significant QSAR models. These studies suggest that lipophilicity affects both COX-1 and COX-2 inhibition in different manner and indicator variables like presence of aromatic ring and triple bond play an important role in COX-2 selectivity. Branching in the molecule, higher path length 6 rich in polarizability, and lesser number of carbonyl groups would be favorable for COX-2 inhibition. Fourth highest eigenvalue of burden matrix corresponding to atomic mass would be favorable for COX-2 inhibition and sixth lowest eigenvalue of burden matrix corresponding to Sanderson electronegativities is conducive for COX-1 inhibition. Lower path length 3 rich in atomic mass and lesser degree of unsaturation in the molecule would be favorable for COX-1 inhibition.     

Chemical-biological interactions in human

Chemical-biological interactions in human are currently attracting our attention particularly in the area of QSAR (quantitative structure-activity relationships). In the present review, an attempt has been made to collect the data for the effect of chemicals in human and discussed by the formulation of a total number of 37 QSAR.     

A quantitative structure–activity relationship study on some aromatic/heterocyclic sulfonamides and their charged derivatives acting as carbonic anhydrase inhibitors

A quantitative structure–activity relationship (QSAR) study is made on a series of aromatic/heterocyclic sulfonamides and their charged derivatives acting as carbonic anhydrase (CA) inhibitors. These compounds were studied by Scozzafava et al. (J. Med. Chem. 2000; 43: 292) for the selective inhibition of CAs—sulfonamides generally do not discriminate between different CA isozymes and hence exhibit many undesirable side effects when used as drugs against a particular disease. In this communication, an attempt has been made to investigate the physicochemical and structural properties that can make them selective for a given CA isozyme. Based on in vitro data reported by Scozzafava et al. against two cytosolic isozymes and one membrane-bound isozyme, the QSAR study has shown that uncharged compounds cannot be made selective for cytosolic or membrane-bound isozyme since in both the cases the compounds appear to follow the same mechanism of inhibition. However, for the charged compounds the polarizability of the molecule seems to greatly favor the inhibition of the membrane-bound enzyme, and hence they can be made selective for this enzyme by enhancing their polarizability, which is found to play no role in the inhibition of cytosolic enzymes.     

QSAR-based prediction of anti-HCV activity of thiourea derivatives

Quantitative structure–activity relationship (QSAR) studies were performed on a series of thioureas to explore the physico-chemical parameters responsible for their activity against the hepatitis C virus (HCV)-infected AVa5 cell. The physico-chemical parameters were calculated using WIN CAChe 6.1. Multiple linear regression analysis, after the variables selection by factor analysis, was performed to derive QSAR models which were further evaluated for their statistical significance and predictive power by internal and external validation. The developed QSAR model had the correlation coefficient (R) = 0.928 and cross-validated squared correlation coefficient (Q ²) = 0.751. The selected significant QSAR model indicates that hydrophobicity, dielectric energy, valence connectivity index (order 1), conformational minimum energy and highest occupied molecular orbital of the whole molecule play an important role in the anti-HCV activity of thioureas.     

蜂毒溶血肽类似物定量构效关系计算分析

采用HyperChem7．0结构分析软件,对蜂毒溶血肽类似物的分予体积等结构参数进行了计算分析．分别利用多元线性回归、BP-神经网络计算法进行统计分析,获得两个相关性好的QsAR（quantitative structure-function relationship）模型．结果显示,蜂毒肽溶血活性与生成热、键合能、表面积、分予体积、极化能、醇水分配系数、水舍能相关．为降低溶血作用,指出在设计蜂毒肽结构时应尽量避免螺旋状结构．少用疏水性氨基酸．     

天然药物蜂房化学成分提取物对口腔细菌生长的实验研究

目的研究蜂房中分离得到的不同组分对致龋菌生长的影响,寻找蜂房抑龋的有效成分。方法通过溶剂分段和层析技术对蜂房进行分离,得到4个组分,采用液体稀释法研究蜂房不同组分对口腔常居细菌——血液链球菌、唾液链球菌,以及4种主要致龋菌——变形链球菌、内氏放线菌、粘性放线菌和乳酸杆菌生长的影响,使用活菌计数法测量五倍子总鞣质及各组分对变形链球菌生长曲线的影响。结果蜂房提取物中1、2和3组分对实验菌有较强的抑菌作用,蜂房提取物3组分对于变形链球菌生长曲线的抑制作用最强。结论蜂房各组分对实验菌都有一定的抑菌作用,其抑菌作用可能和其中的甾醇类化合物有关。     

QSAR of anticancer compounds. Bis(11-oxo-11H-indeno[1,2-b]quinoline-6-carboxamides), bis(phenazine-1-carboxamides), and bis(naphthalimides)

QSAR have been developed for the anticancer activity (growth inhibition) of various tumor cells by bis(11-oxo-11H-indeno[1,2-b]quinoline-6-carboxamides), bis(phenazine-1-carboxamides), and bis(naphthalimides). Of the seven QSAR, positive hydrophobic interactions are found in only two examples: bis(naphthalimides) versus human colon cancer cells. This is consistent with other QSAR of anticancer compounds where hydrophobic interactions are found to be unimportant.     

酰胺类蚊虫驱避化合物与引诱物氨分子缔合作用的计算

【目的】为了探究驱避机理,此前选择萜类驱避化合物及与DEET(避蚊胺)具有类似结构的酰胺类驱避化合物,开展了驱避化合物与引诱气味组分(L-乳酸、羧酸等)缔合作用对驱避活性影响的研究。为了扩大驱避化合物的类型,本研究选择另外一组43个酰胺类驱避化合物,计算了它们与蚊虫引诱物氨之间的双分子缔合作用,以及该缔合作用对驱避活性的影响,从而为驱避机理研究提供帮助。【方法】用Gaussian 03软件优化驱避化合物单体和双分子缔合体的三维结构式;通过Ampac和Codessa软件建立结构与驱避活性之间的定量构效关系模型。【结果】驱避化合物与氨分子的缔合距离、角度和缔合能量分别是2.2~3.0,128~180°和14~25 k J/mol;最佳四参数模型中R2为0.8987,其中2个参数来自驱避化合物单体,分别是(1/6)X GAMMA polarizability(DIP)和ESPminimum net atomic charge for an H atom,另外2个参数来自双分子缔合体,分别是ESP-DPSA-2 difference in CPSAs(PPSA2-PNSA2)[Quantum-Chemical PC]和Minimum valency of a C atom。模型检验中训练集和测试集的相关系数平方的平均值分别为0.9013和0.8666。【结论】驱避化合物与氨分子之间存在弱氢键力缔合作用,驱避化合物分子的极化度及其与氨分子之间的极性相互作用、缔合体中分子间键相互作用及其电荷分布均对驱避活性产生显著影响,说明双分子缔合对驱避活性具有显著影响。模型检验表明最佳四参数模型具有良好的稳定性和预测能力。本研究可为寻找新型蚊虫驱避剂和揭示蚊虫驱避剂的作用机理提供参考。     

Prediction of inhibitory activity of epidermal growth factor receptor inhibitors using grid search-projection pursuit regression method

The epidermal growth factor receptor (EGFR) protein tyrosine kinase (PTK) is an important protein target for anti-tumor drug discovery. To identify potential EGFR inhibitors, we conducted a quantitative structure-activity relationship (QSAR) study on the inhibitory activity of a series of quinazoline derivatives against EGFR tyrosine kinase. Two 2D-QSAR models were developed based on the best multi-linear regression (BMLR) and grid-search assisted projection pursuit regression (GS-PPR) methods. The results demonstrate that the inhibitory activity of quinazoline derivatives is strongly correlated with their polarizability, activation energy, mass distribution, connectivity, and branching information. Although the present investigation focused on EGFR, the approach provides a general avenue in the structure-based drug development of different protein receptor inhibitors.     

A quantitative structure-activity relationship study on a series of Na+, K+-ATPase inhibitors

A quantitative structure-activity relationship (QSAR) study has been made on a new series of digitalis-like Na+,K+-ATPase inhibitors in which the guanylhydrazone group has been replaced by an aminoalkyloxime group. The correlations obtained have shown that the oxime moiety, primary amine group, overall size, and polarizability of the new type of substituents are higly beneficial to the Na+,K+-ATPase inhibition potency of the compounds and that their effect can be quantitatively assessed. The study also showed that the inotropic activity of the compounds is very well correlated with their Na+,K+-ATPase inhibition potency.     

A comparative QSAR study on carbonic anhydrase and matrix metalloproteinase inhibition by sulfonylated amino acid hydroxamates

A quantitative structure-activity relationship (QSAR) study is made on the inhibition of a few isozymes of carbonic anhydrase (CA) and some matrix metalloproteinases (MMPs), both zinc containing families of enzymes, by sulfonylated amino acid hydroxamates. For both enzymes, the inhibition potency of the hydroxamates is found to be well correlated with Kier's first-order valence molecular connectivity index 1chi(v) of the molecule and electrotopological state indices of some atoms. From the results, it is suggested that while hydroxamate-CA binding may involve mostly polar interactions, hydroxamate-MMP and hydroxamate-ChC (ChC: Clostridium histolyticum collagenase, another zinc enzyme related to MMPs) bindings may involve some hydrophobic interactions. Both MMPs and ChC also possess some electronic sites of exactly opposite nature to the corresponding sites in CAs. A group such as C6F5 present in the sulfonyl moiety is shown to be advantageous in both CA and MMP (also ChC) inhibitions, which is supposed to be due to the interaction of this group with Zn2+ ion present in the catalytic site of both families of enzymes.