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通过结合分子动力学和机器学习探索DNA细菌甲酰胺嘧啶糖基化酶对串联损伤的识别。

Recognition of a tandem lesion by DNA bacterial formamidopyrimidine glycosylases explored combining molecular dynamics and machine learning.

作者信息

Bignon Emmanuelle, Gillet Natacha, Chan Chen-Hui, Jiang Tao, Monari Antonio, Dumont Elise

机构信息

Univ. Lyon, ENS de Lyon, CNRS UMR 5182, Université Claude Bernard Lyon 1, Laboratoire de Chimie, F69342 Lyon, France.

Université de Lorraine and CNRS, LPCT UMR 7019, 54000 Nancy, France.

出版信息

Comput Struct Biotechnol J. 2021 Apr 30;19:2861-2869. doi: 10.1016/j.csbj.2021.04.055. eCollection 2021.

DOI:10.1016/j.csbj.2021.04.055
PMID:34093997
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8141532/
Abstract

The combination of several closely spaced DNA lesions, which can be induced by a single radical hit, constitutes a hallmark in the DNA damage landscape and radiation chemistry. The occurrence of such a tandem base lesion gives rise to a strong coupling with the double helix degrees of freedom and induces important structural deformations, in contrast to DNA strands containing a single oxidized nucleobase. Although such complex lesions are known to be refractory to repair by DNA glycosylases, there is still a lack of structural evidence to rationalize these phenomena. In this contribution, we explore, by numerical modeling and molecular simulations, the behavior of the bacterial glycosylase responsible for base excision repair (MutM), specialized in excising oxidatively-damaged defects such as 7,8-dihydro-8-oxoguanine (8-oxoG). The difference in lesion recognition between a simple damage and a tandem lesion featuring an additional abasic site is assessed at atomistic resolution owing to microsecond molecular dynamics simulations and machine learning postprocessing, allowing to extensively pinpoint crucial differences in the interaction patterns of the damaged bases. Our results reveal substantial changes in the interaction network surrounding the 8-oxoG upon addition of an adjacent abasic site, leading to the perturbation of the intercalation triad which is crucial for lesion recognition and processing. The recognition process might also be impacted by a more constrained MutM-DNA binding upon tandem damage, as shown by the machine learning post-processing. This work advocates for the use of such high throughput numerical simulations for exploring the complex combinatorial chemistry of tandem DNA lesions repair and more generally local multiple damaged sites of the utmost significance in radiation chemistry.

摘要

由单个自由基撞击诱导产生的几个紧密间隔的DNA损伤组合,构成了DNA损伤格局和辐射化学中的一个标志。与含有单个氧化核苷酸碱基的DNA链相比,这种串联碱基损伤的出现会与双螺旋自由度产生强烈耦合,并引发重要的结构变形。尽管已知这种复杂损伤难以被DNA糖基化酶修复,但仍缺乏结构证据来解释这些现象。在本论文中,我们通过数值建模和分子模拟,研究了负责碱基切除修复的细菌糖基化酶(MutM)的行为,该酶专门用于切除氧化损伤缺陷,如7,8-二氢-8-氧代鸟嘌呤(8-氧代鸟嘌呤,8-oxoG)。由于微秒级分子动力学模拟和机器学习后处理,我们在原子分辨率下评估了简单损伤与具有额外无碱基位点的串联损伤之间的损伤识别差异,从而能够广泛地精确指出受损碱基相互作用模式的关键差异。我们的结果表明,添加相邻的无碱基位点后,8-氧代鸟嘌呤周围的相互作用网络发生了显著变化,导致对插层三联体的扰动,而插层三联体对于损伤识别和处理至关重要。机器学习后处理结果表明,串联损伤时MutM与DNA的结合更受限制,这也可能影响识别过程。这项工作提倡使用这种高通量数值模拟来探索串联DNA损伤修复的复杂组合化学,以及更广泛地研究辐射化学中极其重要的局部多个损伤位点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4356/8141532/dcae19476ce3/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4356/8141532/953bcb432d39/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4356/8141532/dcae19476ce3/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4356/8141532/953bcb432d39/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4356/8141532/dcae19476ce3/gr4.jpg

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