Literature DB >> 34286673

Functional binding dynamics relevant to the evolution of zoonotic spillovers in endemic and emergent Betacoronavirus strains.

Patrick Rynkiewicz1, Miranda L Lynch2, Feng Cui1, André O Hudson1, Gregory A Babbitt1.   

Abstract

Comparative functional analysis of the dynamic interactions between various Betacoronavirus mutant strains and broadly utilized target proteins such as ACE2 and CD26, is crucial for a more complete understanding of zoonotic spillovers of viruses that cause diseases such as COVID-19. Here, we employ machine learning to replicated sets of nanosecond scale GPU accelerated molecular dynamics simulations to statistically compare and classify atom motions of these target proteins in both the presence and absence of different endemic and emergent strains of the viral receptor binding domain (RBD) of the S spike glycoprotein. A multi-agent classifier successfully identified functional binding dynamics that are evolutionarily conserved from bat CoV-HKU4 to human endemic/emergent strains. Conserved dynamics regions of ACE2 involve both the N-terminal helices, as well as a region of more transient dynamics encompassing residues K353, Q325 and a novel motif AAQPFLL 386-92 that appears to coordinate their dynamic interactions with the viral RBD at N501. We also demonstrate that the functional evolution of Betacoronavirus zoonotic spillovers involving ACE2 interaction dynamics are likely pre-adapted from two precise and stable binding sites involving the viral bat progenitor strain's interaction with CD26 at SAMLI 291-5 and SS 333-334. Our analyses further indicate that the human endemic strains hCoV-HKU1 and hCoV-OC43 have evolved more stable N-terminal helix interactions through enhancement of an interfacing loop region on the viral RBD, whereas the highly transmissible SARS-CoV-2 variants (B.1.1.7, B.1.351 and P.1) have evolved more stable viral binding via more focused interactions between the viral N501 and ACE2 K353 alone.Communicated by Ramaswamy H. Sarma.

Entities:  

Keywords:  COVID 19; Molecular dynamics; molecular evolution; viral binding

Year:  2021        PMID: 34286673      PMCID: PMC8776918          DOI: 10.1080/07391102.2021.1953604

Source DB:  PubMed          Journal:  J Biomol Struct Dyn        ISSN: 0739-1102


  52 in total

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Journal:  J Chem Theory Comput       Date:  2013-06-25       Impact factor: 6.006

2.  The Amber biomolecular simulation programs.

Authors:  David A Case; Thomas E Cheatham; Tom Darden; Holger Gohlke; Ray Luo; Kenneth M Merz; Alexey Onufriev; Carlos Simmerling; Bing Wang; Robert J Woods
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3.  Computational studies of drug repurposing and synergism of lopinavir, oseltamivir and ritonavir binding with SARS-CoV-2 protease against COVID-19.

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Journal:  J Biomol Struct Dyn       Date:  2020-04-16

4.  ff14SB: Improving the Accuracy of Protein Side Chain and Backbone Parameters from ff99SB.

Authors:  James A Maier; Carmenza Martinez; Koushik Kasavajhala; Lauren Wickstrom; Kevin E Hauser; Carlos Simmerling
Journal:  J Chem Theory Comput       Date:  2015-07-23       Impact factor: 6.006

5.  DROIDS 3.0-Detecting Genetic and Drug Class Variant Impact on Conserved Protein Binding Dynamics.

Authors:  Gregory A Babbitt; Ernest P Fokoue; Joshua R Evans; Kyle I Diller; Lily E Adams
Journal:  Biophys J       Date:  2019-12-18       Impact factor: 4.033

6.  The new SARS-CoV-2 strain shows a stronger binding affinity to ACE2 due to N501Y mutant.

Authors:  Fedaa Ali; Amal Kasry; Muhamed Amin
Journal:  Med Drug Discov       Date:  2021-03-02

7.  Routine Access to Millisecond Time Scale Events with Accelerated Molecular Dynamics.

Authors:  Levi C T Pierce; Romelia Salomon-Ferrer; Cesar Augusto F de Oliveira; J Andrew McCammon; Ross C Walker
Journal:  J Chem Theory Comput       Date:  2012-07-27       Impact factor: 6.006

8.  Furin cleavage of the SARS coronavirus spike glycoprotein enhances cell-cell fusion but does not affect virion entry.

Authors:  Kathryn E Follis; Joanne York; Jack H Nunberg
Journal:  Virology       Date:  2006-03-07       Impact factor: 3.616

9.  Supervised machine learning approach to molecular dynamics forecast of SARS-CoV-2 spike glycoproteins at varying temperatures.

Authors:  David Liang; Meichen Song; Ziyuan Niu; Peng Zhang; Miriam Rafailovich; Yuefan Deng
Journal:  MRS Adv       Date:  2021-02-17

10.  Neuropilin-1 facilitates SARS-CoV-2 cell entry and infectivity.

Authors:  Ludovico Cantuti-Castelvetri; Ravi Ojha; Liliana D Pedro; Minou Djannatian; Jonas Franz; Suvi Kuivanen; Franziska van der Meer; Katri Kallio; Tuğberk Kaya; Maria Anastasina; Teemu Smura; Lev Levanov; Leonora Szirovicza; Allan Tobi; Hannimari Kallio-Kokko; Pamela Österlund; Merja Joensuu; Frédéric A Meunier; Sarah J Butcher; Martin Sebastian Winkler; Brit Mollenhauer; Ari Helenius; Ozgun Gokce; Tambet Teesalu; Jussi Hepojoki; Olli Vapalahti; Christine Stadelmann; Giuseppe Balistreri; Mikael Simons
Journal:  Science       Date:  2020-10-20       Impact factor: 47.728

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  3 in total

1.  Comparison of the Performance of the PanBio COVID-19 Antigen Test in SARS-CoV-2 B.1.1.7 (Alpha) Variants versus non-B.1.1.7 Variants.

Authors:  M L van Ogtrop; T J W van de Laar; D Eggink; J W Vanhommerig; W A van der Reijden
Journal:  Microbiol Spectr       Date:  2021-11-24

2.  Statistical machine learning for comparative protein dynamics with the DROIDS/maxDemon software pipeline.

Authors:  Gregory A Babbitt; Ernest P Fokoue; Harsh R Srivastava; Breanna Callahan; Madhusudan Rajendran
Journal:  STAR Protoc       Date:  2022-02-24

3.  Identifying vaccine escape sites via statistical comparisons of short-term molecular dynamics.

Authors:  Madhusudan Rajendran; Maureen C Ferran; Gregory A Babbitt
Journal:  Biophys Rep (N Y)       Date:  2022-04-04
  3 in total

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