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相关概念视频

Mass Spectrometry: Overview01:19

Mass Spectrometry: Overview

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Mass spectrometry is an analytical technique used to determine the molecular mass and molecular formula of a compound. The basic principle of mass spectrometry is to generate ions from the analyte molecule and measure these ion abundances against their molecular mass. One common type of ionization, known as electron ionization or EI, bombards the analyte molecules in the gas phase with high-energy electron beams. The electron beams displace an electron from the molecule and leave behind a...
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Heterocyclic aromatic compounds are cyclic compounds that are aromatic and have one or more heteroatoms—atoms other than carbon, in the ring. Depending upon the number of atoms present in the ring, they can be either five or six-membered. Examples of five-membered heterocyclic aromatic compounds include pyrrole, furan, thiophene, and imidazole. Pyrrole consists of one nitrogen atom having one lone pair of electrons. Furan and thiophene have one oxygen and one sulfur heteroatom,...
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Benzene to Phenol via Cumene: Hock Process01:27

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The synthesis of phenol from benzene via cumene and cumene hydroperoxide is called the Hock process. First, a Friedel–Crafts alkylation reaction of benzene with propene gives cumene. Then cumene forms cumene hydroperoxide via a radical chain reaction. In the chain initiation step, the benzylic hydrogen is abstracted to give a benzylic radical. In the chain propagation step, the benzylic radical reacts with an oxygen diradical to form a cumene hydroperoxide radical. The cumene...
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Drug discovery is a multifaceted process involving extensive screening, testing, and optimization of lead compounds to identify potential new drugs for therapeutic use. It combines several approaches, including screening large numbers of natural products, chemical modification of known active molecules, identification of new drug targets, and rational design based on biological mechanisms and drug-receptor structure. These approaches are carried out in both academic research laboratories and...
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Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
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使用众包资源的PubChem同义词过过程.

Sunghwan Kim1, Bo Yu1, Qingliang Li1

  • 1National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, 20894, USA.

Journal of cheminformatics
|June 16, 2024
PubMed
概括
此摘要是机器生成的。

PubChem实施了一个众包策略,以改善化学名称结构的关联. 战略I,使用60%的门,最好解决差异,以便准确地进行化学搜索和链接.

关键词:
化学数据库 化学数据库化学名称结构协会 化学名称结构协会众包服务 (crowdsourcing) 是一种众包服务.人群投票,就是群众投票.数据库搜索搜索数据库搜索医疗学科标题 (MeSH) 医疗学科标题这是一个PubChem的产品.

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科学领域:

  • 化学信息学 化学信息学
  • 生物信息学是一种生物信息学.
  • 数据科学数据科学数据科学

背景情况:

  • PubChem是一个主要的化学数据库,拥有超过1亿个结构.
  • 根据名称 (同义词) 搜索化学物质是用户常见的任务.
  • 现有的同义词结构关联存在重大差异,阻碍了准确的检索.

研究的目的:

  • 开发和评估一个众包策略,用于在PubChem中过化学同义词结构关联.
  • 解决同义词结构和化学MeSH协会中的差异.
  • 提高化学名称搜索和文献链接的可靠性.

主要方法:

  • 分析了四种群众投票策略,在一致性值 (60%对70%) 和存款人投票分辨率方面存在差异.
  • 在六个化学等价水平 (同位素,立体化学,连接性) 上评估了协议.
  • 在PubChem的数据清理管道中实施了最有效的战略 (战略I).

主要成果:

  • 战略I (每存款人1票,60%的门) 产生了最多的同义词.
  • 这一策略有效地消除了跨等价级的最大数量的同义词结构关联的模糊性.
  • 这四种策略均表现相似,表明了众包的可行性.

结论:

  • 基于众包的过过程显著提高了PubChem中的化学名称结构关联的质量.
  • 战略I提供了一种可靠的方法来解决数据差异并提高数据的一致性.
  • 这种方法是大规模化学数据库质量控制的关键步骤.