在分子层面的抗氧化剂活性:探索作用方式和计算工具来研究它们
1Departamento de Química, Universidad Autónoma Metropolitana-Iztapalapa Av. Ferrocarril San Rafael Atlixco 186, Col. Leyes de Reforma 1 A Sección, Alcaldía Iztapalapa Mexico City 09310 Mexico agal@xanum.uam.mx.
Chemical science
|October 20, 2025
概括
抗氧化剂在健康中起到复杂的作用,包括清除自由基和酶调节. 这篇评论详细介绍了它们的机制,计算分析以及使用人工智能和机器学习用于增强抗氧化剂设计的未来方向.
科学领域:
- 化学 化学 化学
- 生物化学 生物化学
- 计算化学的计算化学
背景情况:
- 抗氧化剂对于许多生物过程至关重要,尽管它们看似简单.
- 了解抗氧化剂化学对于理解它们在健康和疾病中的作用至关重要.
研究的目的:
- 为提供对抗氧化剂化学的全面审查.
- 探索抗氧化剂领域的作用机制,计算工具和未来的研究方向.
主要方法:
- 关于抗氧化机制的科学文献的综述.
- 对评估抗氧化剂活性 (AOX) 的计算方法的分析.
- 讨论包括反应性描述器,热化学,动力学和联体受体相互作用在内的策略.
主要成果:
- 抗氧化剂通过清除自由基,金属化,生物分子修复和酶系统调节起作用.
- 关键机制包括正式的原子转移 (f-HAT),单个电子转移 (SET) 和连续的质子丢失电子转移 (SPLET).
- 计算工具,包括量子力学和分子对接,有助于探索AOX,考虑溶剂极性,pH和扩散.
结论:
- 未来的研究应该专注于新型抗氧化剂的计算设计.
- 机器学习 (ML) 和人工智能 (AI) 为推进抗氧化剂研究提供了有前途的战略.
- 更深入地了解抗氧化剂的化学行为对于利用它们的健康益处至关重要.
相关概念视频
Radical Autoxidation
3.1K
The oxidation of an organic compound in the presence of air or oxygen is called autoxidation. For example, cumene reacts with oxygen to form hydroperoxide. Autoxidation involves initiation, propagation, and termination steps. Many organic compounds are susceptible to autoxidation—especially ethers in the presence of oxygen, which form hydroperoxides. Even though this reaction is slow, old ether bottles contain small amounts of peroxide, which leads to laboratory explosions during ether...
3.1K
Electron Transport Chain: Complex I and II
18.4K
The mitochondrial electron transport chain (ETC) is the main energy generation system in the eukaryotic cells. However, mitochondria also produce cytotoxic reactive oxygen species (ROS) due to the large electron flow during oxidative phosphorylation. While Complex I is one of the primary sources of superoxide radicals, ROS production by Complex II is uncommon and may only be observed in cancer cells with mutated complexes.
ROS generation is regulated and maintained at moderate levels necessary...
ROS generation is regulated and maintained at moderate levels necessary...
18.4K
Oxidation and Reduction of Organic Molecules
9.1K
Energy production within a cell involves many coordinated chemical pathways. Most of these pathways are combinations of oxidation and reduction reactions, which occur at the same time. An oxidation reaction strips an electron from an atom in a compound, and the addition of this electron to another compound is a reduction reaction. Because oxidation and reduction usually occur together, these pairs of reactions are called redox reactions.
The removal of an electron from a molecule, results in a...
The removal of an electron from a molecule, results in a...
9.1K


