解开PFAS的结构-毒性关系:从量子化学描述器和QSAR模型的洞察
Zhiwen Cheng1, Jie Zhou2, Xin Peng3
1Faculty of Chemical Engineering and Energy Technology, Shanghai Institute of Technology, Shanghai 201418, P.R. China; Sichuan Provincial Engineering Research Center of City Solid Waste Energy and Building Materials Conversion and Utilization Technology, Chengdu University, Chengdu 610106, P.R. China.
Environmental research
|January 30, 2026
概括
对水生生物的毒性增加了 -CF2-组的数量. 定量结构-活性关系 (QSAR) 模型根据分子结构预测PFAS生态毒性.
科学领域:
- 环境化学环境化学
- 毒理学 毒理学 毒理学
- 计算化学的计算化学
背景情况:
- 和多基基物质 (PFAS) 是持久的环境污染物.
- 了解PFAS生态毒性对于风险评估至关重要.
- PFAS分子结构和毒性之间的系统联系有限.
研究的目的:
- 开发用于PFAS生态毒性的定量结构-活性关系 (QSAR) 模型.
- 为了确定分子描述器,规范PFAS在水生生物中的毒性.
- 为新出现的PFAS毒性建立一个预测框架.
主要方法:
- 开发了使用26个PFAS的量子化学描述符的QSAR模型.
- 评估了鱼类,大夫尼亚和绿藻的急性和慢性毒性值.
- 使用ECOSAR (生态结构活动关系) 进行毒性预测.
主要成果:
- QSAR模型显示出出色的预测性能 (>0.9).
- 随着-CF2-部分的数量增加,PFAS毒性 (急性和慢性) 的增加.
- -CF2-组的数量和电友福井指数是关键的毒性决定因素.
结论:
- PFAS的生态毒性强烈依赖于分子结构.
- QSAR模型为PFAS的毒理行为提供了可靠的预测.
- 这项研究为PFAS环境风险提供了分子层面的见解.
相关概念视频
The Quantum-Mechanical Model of an Atom
57.3K
Shortly after de Broglie published his ideas that the electron in a hydrogen atom could be better thought of as being a circular standing wave instead of a particle moving in quantized circular orbits, Erwin Schrödinger extended de Broglie’s work by deriving what is now known as the Schrödinger equation. When Schrödinger applied his equation to hydrogen-like atoms, he was able to reproduce Bohr’s expression for the energy and, thus, the Rydberg formula governing hydrogen spectra.
57.3K
Quantum Numbers
50.0K
It is said that the energy of an electron in an atom is quantized; that is, it can be equal only to certain specific values and can jump from one energy level to another but not transition smoothly or stay between these levels.
50.0K
Chemical Formulas
61.2K
A chemical formula presents information about the proportions of atoms constituting a particular chemical compound or molecule, mainly using symbols of elements and numbers. At times other symbols, such as dashes, parentheses, brackets, commas, plus, and minus signs, are also used. A chemical formula can be one of three types – molecular, empirical, and structural.
61.2K
Structure-Activity Relationships and Drug Design
1.8K
Drug design is a dynamic field that involves discovering and developing new medications based on specific biological targets. This process heavily relies on structure-activity relationships (SAR) and quantitative structure-activity relationships (QSAR) to guide the design and optimization of efficient drugs.
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence...
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence...
1.8K
Local Anesthetics: Chemistry and Structure-Activity Relationship
6.7K
Local anesthetics (LAs) are drugs that induce a temporary loss of sensation in a limited body area, preventing pain. Cocaine was the first local anesthetic discovered in the late 19th century. Cocaine is a benzoic acid ester obtained from the leaves of coca shrubs and was often used for its psychotropic effects. Cocaine was first isolated in 1860 by Albert Niemann. Sigmund Freud studied the physiological actions of cocaine. Carl Koller later introduced it into clinical practice in 1884 as a...
6.7K
Cholinergic Antagonists: Chemistry and Structure-Activity Relationship
2.8K
Cholinergic antagonists bind to cholinergic receptors and limit the effects of acetylcholine and other cholinergic agonists. Based on the specific cholinergic receptor affinity, these antagonists are classified as muscarinic or nicotinic. Anticholinergics interrupt parasympathetic innervations while sympathetic innervations remain uninterrupted. Muscarinic antagonists are also called 'muscarinic antagonists', 'antimuscarinics', or 'parasympatholytics'. Nicotinic...
2.8K


