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作为二肽基肽酶 IV 抑制剂的各种吡咯烷类似物的 CoMFA 和 CoMSIA:活性位点要求。

CoMFA and CoMSIA of diverse pyrrolidine analogues as dipeptidyl peptidase IV inhibitors: active site requirements.

机构信息

Medicinal and Process Chemistry Division, Central Drug Research Institute, Lucknow, 226001, India.

出版信息

Mol Divers. 2011 May;15(2):457-66. doi: 10.1007/s11030-010-9267-0. Epub 2010 Aug 25.

DOI:10.1007/s11030-010-9267-0
PMID:20737212
Abstract

The inhibition of dipeptidyl peptidase IV (DPP-IV) has emerged as an attractive target in the treatment of type 2 diabetes. In view of this development, a critical analysis of structural requirements of the DPP-IV inhibitors is envisioned to identify the significant features toward design of selective inhibitors. The comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA) contour plots of pyrrolidine based analogues are used to analyze the structural requirements of a DPP-IV active site. The CoMFA model has shown a cross-validated q (2) of 0.651 with a non-cross-validated r (2) of 0.882 and explained 70.6% variance in the activity of external test compounds. In this, the steric and electrostatic fields have respectively contributed 59.8 and 40.2%, respectively, to the explained activity of the compounds. The CoMSIA model has shown optimum predictivity (cross-validated q (2) = 0.661; non-cross-validated r (2) = 0.803; external test set's predictive r (2) = 0.706) with four molecular fields namely, steric, electrostatic, hydrogen bond (HB)-donor, and HB-acceptor. The contour plots of molecular fields resulting from these studies have suggested: (i) steric restriction with small electron rich substituent at 2- and 3-position of pyrrolidine ring, (ii) presence of electropositive ring linker between the pyrrolidine head and aryl tail, (iii) presence of electron-rich groups around the aryl tail moiety, and (iv) presence of sulfonamide between the ring linker and aryl tail which would increase DPP-IV binding affinity of the compounds. These findings will help in the design of structurally related/new compounds as potential DPP-IV inhibitors.

摘要

二肽基肽酶 IV(DPP-IV)的抑制作用已成为治疗 2 型糖尿病的一个有吸引力的靶点。有鉴于此,预计对 DPP-IV 抑制剂的结构要求进行批判性分析,以确定设计选择性抑制剂的重要特征。使用吡咯烷基类似物的比较分子场分析(CoMFA)和比较分子相似性指数分析(CoMSIA)轮廓图来分析 DPP-IV 活性部位的结构要求。CoMFA 模型显示出交叉验证的 q²为 0.651,非交叉验证的 r²为 0.882,解释了外部测试化合物活性的 70.6%。在这方面,立体和静电场分别对化合物的解释活性贡献了 59.8%和 40.2%。CoMSIA 模型显示出最佳的预测能力(交叉验证的 q²=0.661;非交叉验证的 r²=0.803;外部测试集的预测 r²=0.706),具有四个分子场,即立体、静电、氢键(HB)供体和 HB 受体。这些研究产生的分子场轮廓图表明:(i)在吡咯烷环的 2-和 3-位用小的富电子取代基进行立体限制,(ii)在吡咯烷头和芳基尾部之间存在正电环连接体,(iii)在芳基尾部周围存在富电子基团,以及(iv)在环连接体和芳基尾部之间存在磺酰胺,这将增加化合物与 DPP-IV 的结合亲和力。这些发现将有助于设计结构相关的/新的化合物作为潜在的 DPP-IV 抑制剂。

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