CP-MLR Directed QSAR Rationales for the 1-aryl Sulfonyl Tryptamines as 5-HT6 Receptor Ligands: An Advanced Study

M. Choudhary, S. Deshpande, B. Sharma
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Abstract

A QSAR study has been carried out to rationalize the 5-HT6 receptor binding affinities of the 1-aryl sulfonyl tryptamine derivatives using Dragon descriptors. A higher value of molecular symmetry and topology accounting Randic shape index descriptor PW4 (path/walk 4) would be favorable to improve the binding affinity. Presence of more number of bromine atoms (descriptor nBR) and presence of such structural fragment in which a hydrogen atom attached to sp3 hybridized carbon with no hetero atom rather than one hetero atom attached to next carbon atom (descriptors H-046 and H-052) will be supportive to the activity. The prevalence of atomic properties to explain the binding affinity is evident from the associations of polarizability to the path length 7 of Moran autocorrelation (MATS7p), masses to eigenvalues n.2 and 7 of Burden m atrix (BELm2 and BEHm7), Sanderson electronegativity to highest eigenvalue n.2 Burden matrix (BEHe2) and van der Waals volume to path length 8 of Geary autocorrelation (GATS8v) and charge content in terms of topological and mean topological charge indices (GGI3 and JGI2). The dominance of the information content of the descriptors, emerged in CP-MLR models, has also confirmed by the PLS analysis. The derived QSAR models and descriptors shared in these models revealed that the substituents of tryptamine moiety have sufficient scope for further modification. The present study has provided structure–activity relationships of the binding affinities of tryptamine derivatives to 5-HT6 receptor in terms of structural requirements
1-芳基磺酰基色胺作为5-HT6受体配体的QSAR研究进展
利用Dragon描述符对1-芳基磺酰基色胺衍生物的5-HT6受体结合亲和力进行了QSAR研究。较高的分子对称性和拓扑计算随机形状索引描述符PW4 (path/walk 4)有利于提高结合亲和力。更多的溴原子(描述符nBR)的存在和这样的结构片段的存在,其中一个氢原子连接到sp3杂化碳没有杂原子,而不是一个杂原子连接到下一个碳原子(描述符H-046和H-052)将支持活性。从极化率与Moran自相关的路径长度7 (MATS7p)、质量与Burden m矩阵的特征值n.2和7 (BELm2和BEHm7)、Sanderson电负性与最高特征值n.2的关联中,可以明显地看出原子性质解释结合亲和性的普遍性负电荷矩阵(BEHe2)和Geary自相关(GATS8v)的范德华体积到路径长度8和电荷含量的拓扑和平均拓扑电荷指数(GGI3和JGI2)。在CP-MLR模型中出现的描述符的信息内容的主导地位也被PLS分析所证实。所建立的QSAR模型和描述符表明,色胺部分的取代基具有进一步修饰的空间。本研究从结构要求的角度提供了色胺衍生物与5-HT6受体结合亲和力的构效关系
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