Predicting the Antifungal Activity of Small Organic Compounds on Aspergillus niger Mold using Molecular Dynamics Simulations.

IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL The Journal of Physical Chemistry B Pub Date : 2024-11-07 Epub Date: 2024-10-23 DOI:10.1021/acs.jpcb.4c04209
Souvik Chakraborty, Jia Min Phang, Shikhar Gupta, ChunSong Chua, Mary Moran, Ross Strand, Marco Klähn
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Abstract

Atomistic models of the plasma membrane of the pathogenic mold Aspergillus niger are developed. These models are described with an empirical molecular mechanical (MM) force field in combination with molecular dynamics (MD) simulations. The solvated plasma membrane models are brought into contact with 35 small organic compounds to observe their impact on a variety of membrane properties. All compounds are added at a constant total mass of 1% of the membrane mass. In addition, the ability of these compounds to inhibit the pathogenic cell growth of mold has been measured. Diffusion of compounds into the membrane model is readily observed during MD simulations. Changes in membrane properties found in simulations are not found to correlate with measured antifungal activities of compounds, suggesting that MD simulations of up to 1 μs are not sufficiently long to adequately describe compound-induced membrane disruption. However, properties related to the position and orientation of compounds relative to the membrane surface as well as hydrogen bonds formed between the compounds and the membrane show clear trends that correlate well with measured activities. A combination of these properties enables an activity prediction of compounds in good agreement with measurements. Activity is found predominantly for compounds that can be decomposed into a single continuous hydrophobic and hydrophilic moiety. Such active compounds can be energetically inserted most favorably into the membrane. These insertions destabilize the membrane by disrupting the internal membrane hydrogen bond network and by sliding between neighboring lipids, thereby separating them.

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利用分子动力学模拟预测小型有机化合物对黑曲霉的抗真菌活性
建立了致病霉菌黑曲霉质膜的原子模型。这些模型是用经验分子机械(MM)力场结合分子动力学(MD)模拟来描述的。溶解质膜模型与 35 种小型有机化合物接触,观察它们对各种膜特性的影响。所有化合物的总质量恒定为膜质量的 1%。此外,还测量了这些化合物抑制霉菌致病细胞生长的能力。在 MD 模拟过程中很容易观察到化合物向膜模型中的扩散。模拟中发现的膜特性变化与测得的化合物抗真菌活性并不相关,这表明长达 1 μs 的 MD 模拟时间不足以充分描述化合物引起的膜破坏。不过,与化合物相对于膜表面的位置和方向以及化合物与膜之间形成的氢键有关的特性显示出明显的趋势,与测得的活性有很好的相关性。结合这些特性,可以预测出与测量结果非常一致的化合物活性。发现具有活性的化合物主要是那些可以分解成单一连续的疏水和亲水分子的化合物。这种活性化合物能以最有利的方式插入膜中。这些插入物会破坏膜内部的氢键网络,并在相邻脂质之间滑动,从而使它们分离,从而破坏膜的稳定性。
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来源期刊
CiteScore
5.80
自引率
9.10%
发文量
965
审稿时长
1.6 months
期刊介绍: An essential criterion for acceptance of research articles in the journal is that they provide new physical insight. Please refer to the New Physical Insights virtual issue on what constitutes new physical insight. Manuscripts that are essentially reporting data or applications of data are, in general, not suitable for publication in JPC B.
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