Genomics and Computational Biology Graduate Group, University of Pennsylvania, Philadelphia, PA 19104, USA.
Proteins. 2010 Feb 1;78(2):381-99. doi: 10.1002/prot.22556.
To gain insight into the molecular mechanism of odorant receptors (ORs) in Drosophila species, we developed a Quantitative Structure Activity Relationship (QSAR) model that predicts experimentally measured electrophysiological activities between 24 D. melanogaster ORs and 108 odorants. Although the model is limited by the tested odorants,analyzing the model allowed dissection of specific topological and chemical properties necessary for an odorant to elicit excitatory or inhibitory receptor response. Linear odorants with five to eight nonhydrogen atoms at the main chain and hydrogen-bond acceptor and/or hydrogen-bond donor at its ends were found to stimulate strong excitatory response. A comparative sequence analysis of 90 ORs in 15 orthologous groups identified 15 putative specificity-determining residues (SDRs) and 15 globally conserved residues that we postulate as functionally key residues. Mapping to a model of secondary structure resulted in 14 out of 30 key residues locating to the transmembrane (TM) domains. Twelve residues, including six SDRs and six conserved residues, are located at the extracellular halves of the TM domains. Combining the evidence from the QSAR modeling and the comparative sequence analysis, we hypothesize that the Drosophila ORs accept odorants into a binding pocket located on the extracellular halves of its TM domains. The QSAR modeling suggests that the binding pocket is around 15 A in depth and about 6 A in width. Twelve mainly polar or charged key residues, both SDRs and conserved, are located in this pocket and postulated to distinguish docked odorants via primarily geometry fitting and hydrogen-bond interaction.
为了深入了解果蝇属气味受体(ORs)的分子机制,我们开发了一种定量构效关系(QSAR)模型,该模型预测了 24 个黑腹果蝇 ORs 和 108 种气味之间的实验测量的电生理活性。虽然该模型受到测试气味的限制,但分析该模型允许剖析出特定的拓扑和化学性质,这些性质对于引起兴奋或抑制受体反应的气味是必要的。线性气味具有五个到八个主链上的非氢原子,以及其两端的氢键受体和/或氢键供体,被发现能刺激强烈的兴奋反应。对 15 个直系同源组中的 90 个 OR 进行的序列比较分析,确定了 15 个假定的决定特异性的残基(SDRs)和 15 个全局保守残基,我们推测它们是功能关键残基。映射到二级结构模型上,30 个关键残基中有 14 个位于跨膜(TM)结构域。其中 12 个残基,包括 6 个 SDRs 和 6 个保守残基,位于 TM 结构域的细胞外半部分。结合 QSAR 建模和比较序列分析的证据,我们假设果蝇 ORs 将气味接受进入位于其 TM 结构域细胞外半部分的结合口袋中。QSAR 建模表明,结合口袋的深度约为 15Å,宽度约为 6Å。12 个主要为极性或带电的关键残基,包括 SDRs 和保守残基,位于该口袋中,并假设通过主要的几何拟合和氢键相互作用来区分结合的气味。