Centro de Biologia Molecular "Severo Ochoa," CSIC-UAM Cantoblanco, Madrid, Spain.
Biophys J. 2021 Dec 7;120(23):5343-5354. doi: 10.1016/j.bpj.2021.10.027. Epub 2021 Oct 26.
Low-frequency normal modes generated by elastic network models tend to correlate strongly with large conformational changes of proteins, despite their reliance on the harmonic approximation, which is only valid in close proximity of the native structure. We consider 12 variants of the torsional network model (TNM), an elastic network model in torsion angle space, that adopt different sets of torsion angles as degrees of freedom and reproduce with similar quality the thermal fluctuations of proteins but present drastic differences in their agreement with conformational changes. We show that these differences are related to the extent of the deviations from the harmonic approximation, assessed through an anharmonic energy function whose harmonic approximation coincides with the TNM. Our results indicate that mode anharmonicity is more strongly related to its collectivity, i.e., the number of atoms displaced by the mode, than to its amplitude; low-frequency modes can remain harmonic even at large amplitudes, provided they are sufficiently collective. Finally, we assess the potential benefits of different strategies to minimize the impact of anharmonicity. The reduction of the number of degrees of freedom or their regularization by a torsional harmonic potential significantly improves the collectivity and harmonicity of normal modes and the agreement with conformational changes. In contrast, the correction of normal mode frequencies to partially account for anharmonicity does not yield substantial benefits. The TNM program is freely available at https://github.com/ugobas/tnm.
弹性网络模型产生的低频模态往往与蛋白质的大构象变化密切相关,尽管它们依赖于仅在天然结构附近有效的谐波近似。我们考虑了扭转网络模型(TNM)的 12 种变体,TNM 是扭转角空间中的一种弹性网络模型,它采用不同的扭转角集作为自由度,并以相似的质量再现蛋白质的热波动,但在与构象变化的一致性方面存在显著差异。我们表明,这些差异与偏离谐波近似的程度有关,通过评估非谐能量函数来评估这种偏离程度,该函数的谐波近似与 TNM 一致。我们的结果表明,模式非谐性与其集体性(即由模式位移的原子数)比其幅度更密切相关;低频模式即使在大振幅下也可以保持谐波,只要它们足够集体。最后,我们评估了不同策略来最小化非谐性影响的潜在好处。减少自由度的数量或通过扭转谐波势对其进行正则化,可显著提高正常模式的集体性和谐波性,以及与构象变化的一致性。相比之下,对正常模式频率进行修正以部分考虑非谐性并不能带来实质性的好处。TNM 程序可在 https://github.com/ugobas/tnm 上免费获得。