• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于超大规模原子尺度从头算模拟揭示具有 P681R 关键突变的德尔塔变异株:对生物分子相互作用基本原理的启示。

Delta Variant with P681R Critical Mutation Revealed by Ultra-Large Atomic-Scale Ab Initio Simulation: Implications for the Fundamentals of Biomolecular Interactions.

机构信息

Department of Physics and Astronomy, University of Missouri-Kansas City, Kansas City, MO 64110, USA.

Department of Applied Sciences, University of Technology, Baghdad 10066, Iraq.

出版信息

Viruses. 2022 Feb 24;14(3):465. doi: 10.3390/v14030465.

DOI:10.3390/v14030465
PMID:35336872
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8955942/
Abstract

The SARS-CoV-2 Delta variant is emerging as a globally dominant strain. Its rapid spread and high infection rate are attributed to a mutation in the spike protein of SARS-CoV-2 allowing for the virus to invade human cells much faster and with an increased efficiency. In particular, an especially dangerous mutation P681R close to the furin cleavage site has been identified as responsible for increasing the infection rate. Together with the earlier reported mutation D614G in the same domain, it offers an excellent instance to investigate the nature of mutations and how they affect the interatomic interactions in the spike protein. Here, using ultra large-scale ab initio computational modeling, we study the P681R and D614G mutations in the SD2-FP domain, including the effect of double mutation, and compare the results with the wild type. We have recently developed a method of calculating the amino-acid-amino-acid bond pairs (AABP) to quantitatively characterize the details of the interatomic interactions, enabling us to explain the nature of mutation at the atomic resolution. Our most significant finding is that the mutations reduce the AABP value, implying a reduced bonding cohesion between interacting residues and increasing the flexibility of these amino acids to cause the damage. The possibility of using this unique mutation quantifiers in a machine learning protocol could lead to the prediction of emerging mutations.

摘要

SARS-CoV-2 的德尔塔变体正在成为一种全球主要的毒株。它的快速传播和高感染率归因于 SARS-CoV-2 刺突蛋白的突变,这使得病毒能够更快地侵入人体细胞,并提高效率。特别是,在靠近弗林裂解位点的位置发现了一个特别危险的突变 P681R,被认为是导致感染率增加的原因。与之前在同一结构域报告的突变 D614G 一起,它为研究突变的性质以及它们如何影响刺突蛋白中的原子间相互作用提供了一个极好的实例。在这里,我们使用超大规模的从头计算建模,研究了 SD2-FP 结构域中的 P681R 和 D614G 突变,包括双突变的影响,并将结果与野生型进行了比较。我们最近开发了一种计算氨基酸-氨基酸键对 (AABP) 的方法,用于定量描述原子间相互作用的细节,使我们能够在原子分辨率上解释突变的性质。我们最重要的发现是,突变降低了 AABP 值,这意味着相互作用残基之间的键合凝聚力降低,这些氨基酸的柔韧性增加,从而导致损伤。在机器学习协议中使用这种独特的突变量化因子的可能性,可能导致对新出现的突变的预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/d46df8bd5a5a/viruses-14-00465-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/157d2014482b/viruses-14-00465-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/ebed7535e3cd/viruses-14-00465-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/3abe9eeaa35d/viruses-14-00465-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/296a99b2c787/viruses-14-00465-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/d46df8bd5a5a/viruses-14-00465-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/157d2014482b/viruses-14-00465-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/ebed7535e3cd/viruses-14-00465-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/3abe9eeaa35d/viruses-14-00465-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/296a99b2c787/viruses-14-00465-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/476d/8955942/d46df8bd5a5a/viruses-14-00465-g005.jpg

相似文献

1
Delta Variant with P681R Critical Mutation Revealed by Ultra-Large Atomic-Scale Ab Initio Simulation: Implications for the Fundamentals of Biomolecular Interactions.基于超大规模原子尺度从头算模拟揭示具有 P681R 关键突变的德尔塔变异株:对生物分子相互作用基本原理的启示。
Viruses. 2022 Feb 24;14(3):465. doi: 10.3390/v14030465.
2
Delta spike P681R mutation enhances SARS-CoV-2 fitness over Alpha variant.德尔塔刺突 P681R 突变增强了 SARS-CoV-2 对阿尔法变体的适应能力。
Cell Rep. 2022 May 17;39(7):110829. doi: 10.1016/j.celrep.2022.110829. Epub 2022 Apr 29.
3
Effect of Delta and Omicron Mutations on the RBD-SD1 Domain of the Spike Protein in SARS-CoV-2 and the Omicron Mutations on RBD-ACE2 Interface Complex.德尔塔和奥密克戎突变对 SARS-CoV-2 刺突蛋白 RBD-SD1 结构域的影响,以及奥密克戎突变对 RBD-ACE2 界面复合物的影响。
Int J Mol Sci. 2022 Sep 3;23(17):10091. doi: 10.3390/ijms231710091.
4
Delta spike P681R mutation enhances SARS-CoV-2 fitness over Alpha variant.德尔塔毒株刺突蛋白P681R突变增强了严重急性呼吸综合征冠状病毒2相对于阿尔法毒株的适应性。
bioRxiv. 2021 Sep 5:2021.08.12.456173. doi: 10.1101/2021.08.12.456173.
5
The Spike-Stabilizing D614G Mutation Interacts with S1/S2 Cleavage Site Mutations To Promote the Infectious Potential of SARS-CoV-2 Variants.刺突蛋白稳定的 D614G 突变与 S1/S2 裂解位点突变相互作用,促进 SARS-CoV-2 变体的感染潜力。
J Virol. 2022 Oct 12;96(19):e0130122. doi: 10.1128/jvi.01301-22. Epub 2022 Sep 19.
6
Mutations of Omicron Variant at the Interface of the Receptor Domain Motif and Human Angiotensin-Converting Enzyme-2.奥密克戎变异株受体结构域基序与人类血管紧张素转换酶 2 界面突变。
Int J Mol Sci. 2022 Mar 6;23(5):2870. doi: 10.3390/ijms23052870.
7
Characterization of SARS-CoV-2 Variants B.1.617.1 (Kappa), B.1.617.2 (Delta), and B.1.618 by Cell Entry and Immune Evasion.SARS-CoV-2 变体 B.1.617.1 (Kappa)、B.1.617.2 (Delta) 和 B.1.618 的细胞进入和免疫逃逸特性。
mBio. 2022 Apr 26;13(2):e0009922. doi: 10.1128/mbio.00099-22. Epub 2022 Mar 10.
8
D614G Substitution of SARS-CoV-2 Spike Protein Increases Syncytium Formation and Virus Titer via Enhanced Furin-Mediated Spike Cleavage.SARS-CoV-2 刺突蛋白 D614G 取代增加合胞体形成和病毒滴度通过增强的弗林蛋白酶介导的刺突裂解。
mBio. 2021 Aug 31;12(4):e0058721. doi: 10.1128/mBio.00587-21. Epub 2021 Jul 27.
9
In SARS-CoV-2 delta variants, Spike-P681R and D950N promote membrane fusion, Spike-P681R enhances spike cleavage, but neither substitution affects pathogenicity in hamsters.在 SARS-CoV-2 的德尔塔变体中,刺突蛋白 P681R 和 D950N 促进膜融合,刺突蛋白 P681R 增强了刺突蛋白的切割,但这两种突变都不影响病毒在仓鼠中的致病性。
EBioMedicine. 2023 May;91:104561. doi: 10.1016/j.ebiom.2023.104561. Epub 2023 Apr 10.
10
The high mutation rate at the D614G hotspot-furin cleavage site region increases the priming efficiency of the Spike protein by furin protease: analysis of Indonesian SARS-CoV-2 G614 variants obtained during the early COVID-19 pandemic.D614G热点-弗林蛋白酶切割位点区域的高突变率提高了弗林蛋白酶对刺突蛋白的启动效率:对新冠疫情早期获得的印度尼西亚SARS-CoV-2 G614变体的分析。
Virusdisease. 2023 May 31;34(2):1-10. doi: 10.1007/s13337-023-00827-w.

引用本文的文献

1
Prediction of pathogenic mutations in human transmembrane proteins and their associated diseases via utilizing pre-trained Bio-LLMs.利用预训练的生物语言模型预测人类跨膜蛋白中的致病突变及其相关疾病。
Commun Biol. 2025 Jul 15;8(1):1050. doi: 10.1038/s42003-025-08452-7.
2
RBD amplicon sequencing of wastewater reveals patterns of variant emergence and evolution.废水的RBD扩增子测序揭示了变异体出现和进化的模式。
medRxiv. 2024 Jul 12:2024.07.12.24310301. doi: 10.1101/2024.07.12.24310301.
3
Beta, Delta, and Omicron, Deadliest Among SARS-CoV-2 Variants: A Computational Repurposing Approach.

本文引用的文献

1
Delta spike P681R mutation enhances SARS-CoV-2 fitness over Alpha variant.德尔塔刺突 P681R 突变增强了 SARS-CoV-2 对阿尔法变体的适应能力。
Cell Rep. 2022 May 17;39(7):110829. doi: 10.1016/j.celrep.2022.110829. Epub 2022 Apr 29.
2
Amino acid interacting network in the receptor-binding domain of SARS-CoV-2 spike protein.严重急性呼吸综合征冠状病毒2(SARS-CoV-2)刺突蛋白受体结合域中的氨基酸相互作用网络。
RSC Adv. 2020 Nov 2;10(65):39831-39841. doi: 10.1039/d0ra08222h. eCollection 2020 Oct 27.
3
The SARS-CoV-2 Lambda variant exhibits enhanced infectivity and immune resistance.
贝塔、德尔塔和奥密克戎,新冠病毒变种中最致命的:一种计算性重新利用方法。
Evol Bioinform Online. 2023 Jul 11;19:11769343231182258. doi: 10.1177/11769343231182258. eCollection 2023.
4
Towards Quantum-Chemical Level Calculations of SARS-CoV-2 Spike Protein Variants of Concern by First Principles Density Functional Theory.基于第一性原理密度泛函理论对严重急性呼吸综合征冠状病毒2(SARS-CoV-2)关注的刺突蛋白变体进行量子化学水平计算
Biomedicines. 2023 Feb 10;11(2):517. doi: 10.3390/biomedicines11020517.
5
Quantum Chemical Computation of Omicron Mutations Near Cleavage Sites of the Spike Protein.刺突蛋白裂解位点附近奥密克戎突变的量子化学计算
Microorganisms. 2022 Oct 10;10(10):1999. doi: 10.3390/microorganisms10101999.
6
Effect of Delta and Omicron Mutations on the RBD-SD1 Domain of the Spike Protein in SARS-CoV-2 and the Omicron Mutations on RBD-ACE2 Interface Complex.德尔塔和奥密克戎突变对 SARS-CoV-2 刺突蛋白 RBD-SD1 结构域的影响,以及奥密克戎突变对 RBD-ACE2 界面复合物的影响。
Int J Mol Sci. 2022 Sep 3;23(17):10091. doi: 10.3390/ijms231710091.
7
Binding Interactions between Receptor-Binding Domain of Spike Protein and Human Angiotensin Converting Enzyme-2 in Omicron Variant.奥密克戎变异株刺突蛋白受体结合域与人血管紧张素转化酶 2 的结合相互作用。
J Phys Chem Lett. 2022 May 5;13(17):3915-3921. doi: 10.1021/acs.jpclett.2c00423. Epub 2022 Apr 28.
8
Computational Design of Miniproteins as SARS-CoV-2 Therapeutic Inhibitors.作为 SARS-CoV-2 治疗抑制剂的小型蛋白的计算设计。
Int J Mol Sci. 2022 Jan 13;23(2):838. doi: 10.3390/ijms23020838.
SARS-CoV-2 Lambda 变体表现出增强的感染力和免疫抗性。
Cell Rep. 2022 Jan 11;38(2):110218. doi: 10.1016/j.celrep.2021.110218. Epub 2021 Dec 18.
4
Solvent Effect on the Structure and Properties of RGD Peptide (1FUV) at Body Temperature (310 K) Using Ab Initio Molecular Dynamics.利用从头算分子动力学研究溶剂对体温(310K)下RGD肽(1FUV)结构和性质的影响。
Polymers (Basel). 2021 Oct 7;13(19):3434. doi: 10.3390/polym13193434.
5
First-Principles Simulation of Dielectric Function in Biomolecules.生物分子中介电函数的第一性原理模拟
Materials (Basel). 2021 Oct 2;14(19):5774. doi: 10.3390/ma14195774.
6
SARS-CoV-2 Alpha, Beta, and Delta variants display enhanced Spike-mediated syncytia formation.SARS-CoV-2 的 Alpha、Beta 和 Delta 变体显示出增强的 Spike 介导的合胞体形成。
EMBO J. 2021 Dec 15;40(24):e108944. doi: 10.15252/embj.2021108944. Epub 2021 Oct 25.
7
The biological and clinical significance of emerging SARS-CoV-2 variants.新兴 SARS-CoV-2 变体的生物学和临床意义。
Nat Rev Genet. 2021 Dec;22(12):757-773. doi: 10.1038/s41576-021-00408-x. Epub 2021 Sep 17.
8
SARS-CoV-2 B.1.617.2 Delta variant replication and immune evasion.SARS-CoV-2 B.1.617.2 德尔塔变异株复制和免疫逃逸。
Nature. 2021 Nov;599(7883):114-119. doi: 10.1038/s41586-021-03944-y. Epub 2021 Sep 6.
9
Key Interacting Residues between RBD of SARS-CoV-2 and ACE2 Receptor: Combination of Molecular Dynamics Simulation and Density Functional Calculation.SARS-CoV-2 刺突蛋白 RBD 与 ACE2 受体的关键相互作用残基:分子动力学模拟与密度泛函计算的结合。
J Chem Inf Model. 2021 Sep 27;61(9):4425-4441. doi: 10.1021/acs.jcim.1c00560. Epub 2021 Aug 24.
10
Characterization of the emerging B.1.621 variant of interest of SARS-CoV-2.新冠病毒 B.1.621 变异株的特征描述。
Infect Genet Evol. 2021 Nov;95:105038. doi: 10.1016/j.meegid.2021.105038. Epub 2021 Aug 14.