分子对接的进步和挑战应用于被忽视的热带疾病
Rafaela Molina de Angelo1, Lucas Alex Nascimento2, João Pedro Portilho Encide1
1Center for Natural and Human Sciences Federal University of ABC, Santo André, SP, Brazil.
Current medicinal chemistry
|January 8, 2025
概括
分子对接通过虚拟选化合物加速对被忽视的热带疾病 (NTDs) 的药物发现. 这种由人工智能增强的计算方法可以有效地识别潜在的候选药物和治疗点,克服研究挑战.
科学领域:
- 计算化学和药物发现
- 寄生虫学和传染性疾病
背景情况:
- 对于被忽视的热带疾病 (NTDs) 的药物发现面临着诸如复杂的寄生虫与宿主相互作用,耐药性和有限的资金等挑战.
- 传统药物开发往往是缓慢的,昂贵的,对影响低收入人口不成比例的疾病是低效的.
研究的目的:
- 审查分子对接在发现和设计NTD候选药物的作用和演变.
- 突出包括人工智能在内的计算技术如何推动NTD治疗发展.
主要方法:
- 分子对接用于对抗寄生虫目标的化合物库的虚拟选.
- 反向对接以确定已知的物质的潜在目标.
- 计算方法与实验数据和现代药物化学工具的整合.
主要成果:
- 分子对接可使潜在的NTD药物候选物具有成本效益和高效的识别.
- 包括人工智能在内的计算方法提高了预测准确性,并加速了新的治疗策略的发现.
- 整合结构和化学数据有助于识别新的治疗标和优化化合物.
结论:
- 分子对接是促进对被忽视疾病的药物发现的关键技术.
- 持续投资,预测模型的验证和机构合作对于克服现有挑战至关重要.
- 分子对接,人工智能和实验验证的协同使用对开发新型NTD治疗具有重大前景.
更多相关视频
10:29Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
350
08:15Author Spotlight: Network Pharmacology and Molecular Docking to Decipher the Action of Jiawei Shengjiang San Against Diabetic Kidney Disease
Published on: May 10, 2024
494
相关概念视频
Drug Discovery: Overview
7.4K
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...
7.4K
Ligand Binding Sites
12.7K
Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
12.7K
Protein-protein Interfaces
12.4K
Many proteins form complexes to carry out their functions, making protein-protein interactions (PPIs) essential for an organism's survival. Most PPIs are stabilized by numerous weak noncovalent chemical forces. The physical shape of the interfaces determines the way two proteins interact. Many globular proteins have closely-matching shapes on their surfaces, which form a large number of weak bonds. Additionally, many PPIs occur between two helices or between a surface cleft and a...
12.4K
