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Numerical values of the testosterone binding globulin affinity have been modeled as a mathematical function of molecular structure in two versions of molecular structure elucidation: first, by hydrogen-filled molecular graphs (HFG); second, by the so-called graphs of atomic orbitals (GAO). Increased orders of Morgan extended connectivity in the HFG and GAO have been examined as local invariants. Using optimisation of the correlation weights of the above-mentioned invariants, quantitative structure–activity relationships (QSAR) have been obtained. Best statistical characteristics of these QSARs are derived in the case of the Morgan extended connectivity of first order in the GAO. They are as follows: n = 11, r2 = 0.6540, s = 0.824, F = 17 (training set); n = 9, r2 = 0.8791, s = 0.388, F = 51 (test set). 相似文献
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In the rainbow trout (Oncorhynchus mykiss), we studied the acute toxicity LC(50)-96 h of 274 organic pesticides with a wide variety of molecular structures. Optimization of correlation weights of local and global graph invariants (OCWLGI) gave quantitative structure-activity relationships (QSARs) for predicting toxicity. We used a labeled hydrogen-filled graph (LHFG) to elucidate the molecular structure. We also used the extended connectivity of zero ((0)EC(k)), first ((1)EC(k)), and second ((2)EC(k)) order, numbers of path lengths 2 (P2(k)) and 3 (P3(k)) starting from a given vertex in the LHFG, and valence shells of second order (S2(k)). S2(k) is the sum of the degree of vertices at distance 2 from a given vertex k. The presence of three-, five-, and six-member cycles and hydrogen bond indices suggested they might be used as global LHFG invariants. We applied this method to a broad set of pesticides, to predict toxicity for the trout. The best model used weighted S2(k) and global LHFG invariants. Statistical characteristics of this model are as follows: n=233, r(2)=0.7689, r(2)(pred)=0.7688, s=0.75, F=769 (training set); n=41, r(2)=0.6421, r(2)(pred)=0.4241, s=1.14, F=70 (test set). 相似文献
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《Bioorganic & medicinal chemistry》2016,24(9):2125-2136
As our ongoing work on research of gelatinase inhibitors, an array of hydrazide-containing peptidomimetic derivatives bearing quinoxalinone as well as spiro-heterocyclic backbones were designed, synthesized, and assayed for their in vitro enzymatic inhibitory effects. The results demonstrated that both the quinoxalinone (series I and II) and 1,4-dithia-7-azaspiro[4,4]nonane-based hydrazide peptidomimetics (series III) displayed remarkably selectivity towards gelatinase A as compared to APN, with IC50 values in the micromole range. Structure–activity relationships were herein briefly discussed. Given evidences have validated that gelatinase inhibition may be contributable to the therapy of HIV-1 infection, all the target compounds were also submitted to the preliminary in vitro anti-HIV-1 evaluation. It resulted that gelatinase inhibition really has positive correlation with anti-HIV-1 activity, especially compounds 4m and 7h, which gave enhanced gelatinase inhibition in comparison with the positive control LY52, and also decent anti-HIV-1 potencies. The FlexX docking results provided a straightforward insight into the binding pattern between inhibitors and gelatinase, as well as the selective inhibition towards gelatinase over APN. Collectively, our research encouraged potent gelatinase inhibitors might be used in the development of anti-HIV-1 agents. And else, compounds 4m and 7h might be promising candidates to be considered for further chemical optimization. 相似文献
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Casañola-Martín GM Marrero-Ponce Y Khan MT Ather A Sultan S Torrens F Rotondo R 《Bioorganic & medicinal chemistry》2007,15(3):1483-1503
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The aspartic protease (PR) of the human immunodeficiency virus type 1 (HIV-1) is an important target for the design of specific antiviral agents dedicated to treatment of HIV-1 infection. We have employed computer-assisted combinatorial chemistry methods to design a small focused virtual library of nonsymmetrically substituted cyclic urea inhibitors of the PR. Nonsymmetrical compounds with decreased peptidic character were namely found to inhibit the PR with comparable inhibition potencies as their C2-pseudosymmetric counterparts and to possess superior pharmacokinetic properties. To generate the virtual library of fully nonsymmetrical cyclic urea analogs, diverse reagents were selected from databases of available chemicals with characteristics similar to those of the building blocks of known potent PR inhibitors. The X-ray structure of the protease-inhibitor complex PR-XV-638 was used as the receptor model in the structure-based focusing and in silico screening of the virtual library. A target-specific LUDI-type scoring function, parameterized for a QSAR training set of known cyclic urea inhibitors and validated on a set of compounds not included into the training set, was used to predict the inhibition constants (Ki) of the generated analogs toward the HIV-1 PR. The fragments most frequently occurring in the analogs with the highest predicted inhibition potencies (Ki*<10 pM) were then selected to constitute a highly focused library subset containing novel nonsymmetrical cyclic ureas with predicted Ki*s 1 order of magnitude lower than the most potent known cyclic urea inhibitors. ADME properties calculated for the most promising analogs suggested that the cyclic ureas are endowed with a wide range of favorable pharmacokinetic properties, which may favor the discovery of a potent orally administrable antiviral drug. 相似文献
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Based on the structure of HIV-1 gp41 binding site for small-molecule inhibitors, optimization of lead 2 resulted in the discovery of a new series of 2,5-dimethyl-3-(5-(N-phenylrhodaninyl)methylene)-N-(3-(1H-tetrazol-5-yl)phenyl)pyrrole compounds with improved anti-HIV-1 activity. The most active compounds 13a and 13j exhibited significant potency against gp41 6-HB formation with IC(50) values of 4.4 and 4.6 μM and against HIV-1 replication in the MT-2 cells with EC(50) values of 3.2 and 2.2 μM, respectively, thus providing a new starting point to develop highly potent small-molecule HIV fusion inhibitors targeting gp41. 相似文献
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QSAR studies of HIV-1 integrase inhibition 总被引:4,自引:0,他引:4