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计算机筛选 G 蛋白偶联受体以鉴定和表征嗅觉受体。

Computerized screening of G-protein coupled receptors to identify and characterize olfactory receptors.

机构信息

Xinjiang Laboratory of Minority Speech and Language Information Processing, Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumchi, China.

University of Chinese Academy of Sciences, Beijing, China.

出版信息

J Toxicol Environ Health A. 2020;83(1):9-19. doi: 10.1080/15287394.2019.1709305. Epub 2020 Feb 5.

Abstract

Olfactory receptors (ORs) are a group of G protein coupled receptors (GPCRs) that initiate chemical odorant signals. Although ORs are predominantly located in nasal epithelia to detect smell, these receptors are also present in peripherally in non-nasal organs/tissues. Since the quality of life and cognitive and sensorial features of sense of smell are worsened in multiple chemical sensitivity due to the interaction of ORs with offending compounds, it is important to not only differentiate these receptors from other GPCRs but also characterize these organelles to understand the underlying mechanisms of smelling disorders. The aim of this study was develop computerized programs to differentiate ORs from GPCRs. The computer program was developed on the basis of widely accepted basic algorithms. It is noteworthy that an accuracy of 95.5% was attained, a level not achieved using other established techniques for screening of ORs from GPCRs. The high accuracy rate indicates that this method of differential identification appears reliable. Our findings indicate that this novel method may be considered as a tool for identification and characterization of receptors which might aid in therapeutic approaches to human chemical-mediated sensitization.

摘要

嗅觉受体(ORs)是一组 G 蛋白偶联受体(GPCRs),它们启动化学气味信号。尽管 ORs 主要位于鼻腔上皮细胞以检测气味,但这些受体也存在于外周非鼻器官/组织中。由于多种化学敏感性会导致嗅觉受体与有害物质相互作用,从而降低生活质量以及认知和感官特征,因此区分这些受体和其他 GPCRs 并对这些细胞器进行特征描述以了解嗅觉障碍的潜在机制非常重要。本研究旨在开发计算机程序以区分 ORs 和 GPCRs。该计算机程序是基于广泛接受的基本算法开发的。值得注意的是,我们实现了 95.5%的准确率,这一水平超过了其他用于从 GPCRs 中筛选 ORs 的既定技术。高准确率表明这种差异识别方法似乎是可靠的。我们的研究结果表明,这种新方法可以作为鉴定和描述受体的工具,这可能有助于治疗人类化学介导的致敏。

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