在ChEMBL中的药物和临床候选药物数据
Fiona M I Hunter1, Harris Ioannidis1, A Patrícia Bento1
1European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, United Kingdom.
Journal of medicinal chemistry
|September 19, 2025
概括
ChEMBL数据库为超过17,500种已批准和正在开发的药物提供精心策划的药物数据,包括结构和特性. 该资源通过提供 FAIR 数据原则来帮助药物发现和人工智能应用.
科学领域:
- 生物医学信息学 生物医学信息学
- 药用化学 医学化学
- 药物发现 药物发现 药物发现
背景情况:
- ChEMBL是一个全面的,开放式的生物活性分子数据库.
- 它包括超过17,500种已批准的药物和正在临床开发中的药物.
- 数据策划是ChEMBL数据库的一个基本方面.
研究的目的:
- 作为ChEMBL药物数据策划原则的参考指南.
- 为了提高用户对数据的性质和背景的理解.
- 突出ChEMBL数据在药物发现和AI中的实用性.
主要方法:
- 系统地收集毒品信息.
- 整合各种数据类型,包括化学结构,生物数据和临床信息.
- 遵守FAIR数据原则 (可查找,可访问,可互操作,可重复使用).
主要成果:
- ChEMBL 35提供了关于药物名称,结构,来源,适应症,机制和特性的广泛数据.
- 详细信息包括开发的最大阶段,分子类型,前药物状态和首次批准.
- 该数据库有助于了解药物特性和药物发展史.
结论:
- 策划的ChEMBL药物数据对于药物发现研究至关重要.
- 了解策划原则可以改善数据的解释和应用.
- 在药理学中,ChEMBL 作为人工智能和机器学习的宝贵资源.
更多相关视频
相关概念视频
Drug Discovery: Overview
11.1K
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...
11.1K
Clinical Trials: Overview
4.6K
Clinical development focuses on how the drug will interact with the human body and encompasses four key phases of clinical trials, each serving a specific purpose in assessing the safety and effectiveness of new drugs. These phases overlap and build upon one another. Phase I involves a small group of healthy volunteers (typically 20-80 individuals) or, in cases where significant toxicity is expected, patients with the targeted disease, such as cancer or AIDS. The volunteers are tested for...
4.6K
Preclinical Development: Overview
5.8K
Preclinical development consists of a series of tests that ensure the safety and efficacy of a new therapeutic compound before it is tested in humans. There are four main phases to this process. First, safety pharmacology tests are conducted to ensure the drug does not produce any acutely harmful effects. These tests examine parameters such as bronchoconstriction, cardiac dysrhythmias, blood pressure changes, and ataxia. Next, preliminary toxicological testing is performed to determine the...
5.8K
Clinically Relevant Drug Product Specifications: Methods of Establishment
205
Product specifications define the acceptable quality of a pharmaceutical product by ensuring identity, purity, potency, and strength. These specifications serve as benchmarks during development, manufacturing, and post-approval quality control. Clinically relevant specifications are particularly important because they directly relate to a drug's safety and efficacy in clinical use.Dissolution studies are critical biopharmaceutic tools that link in vitro behavior to in vivo performance. They...
205
Clinical Trials
10.2K
Clinical trials are prospective experimental studies conducted on humans to determine the safety and efficacy of treatments, drugs, diet methods, and medical devices. Using statistics in clinical trials enables researchers to derive reasonable and accurate conclusions from the collected data, allowing them to make wise decisions in uncertain situations. In medical research, statistical methods are crucial for preventing errors and bias.
There are four phases in a clinical trial. A phase one...
There are four phases in a clinical trial. A phase one...
10.2K
Drug Biotransformation: Overview
3.7K
Pharmaceutical substances known as xenobiotics are predominantly lipophilic and nonionized. This enables them to permeate lipid bilayers, such as cell membranes, and interact with intracellular target receptors. Lipophilic drugs have an advantage in crossing biological barriers and reaching their intended sites of action. However, lipophilic drugs often have a restricted capacity for renal expulsion or elimination from the body. When these drugs enter the kidneys and undergo glomerular...
3.7K


