Mesoscale transport of enveloped viruses

D Daniela Moreno-Chaparro (Basque Center for Applied Mathematics, BCAM 1 , Alameda de Mazarredo 14, Bilbao 48400,) F Florencio Balboa Usabiaga (Basque Center for Applied Mathematics, BCAM 1 , Alameda de Mazarredo 14, Bilbao 48400,) C Cecilia Zaza (London Centre for Nanotechnology, University College London 3 , London,) D David J. Williamson (Department of Infectious Diseases, King’s College London, Faculty of Life Sciences and Medicine 4 , London,) H Harry S. Holmes (London Centre for Nanotechnology, University College London 3 , London,) I Irene Carlon-Andres (Department of Infectious Diseases, King’s College London, Faculty of Life Sciences and Medicine 4 , London,) S Sabrina Simoncelli (London Centre for Nanotechnology, University College London 3 , London,) S Sergi Padilla-Parra (Department of Infectious Diseases, King’s College London, Faculty of Life Sciences and Medicine 4 , London,) M Marco Ellero (Basque Center for Applied Mathematics, BCAM 1 , Alameda de Mazarredo 14, Bilbao 48400,) N Nicolas Moreno (Basque Center for Applied Mathematics, BCAM 1 , Alameda de Mazarredo 14, Bilbao 48400,)

Abstract

Enveloped viruses are characterized by spike proteins that protrude from and decorate the viral membrane. These proteins play a crucial role in host cell interactions and exhibit dynamic behaviors, such as tilting, lateral diffusion, and clustering, which vary across different types of enveloped viruses. For instance, SARS-CoV-2 spikes tilt to facilitate receptor binding, influenza spikes migrate during infection, and HIV (Human Immunodeficiency Virus) spikes migrate and cluster to enhance infectivity. In this study, we investigate how such dynamics influence the virus mobility. We characterize viral mobility through translational and rotational diffusion coefficients using a mesoscopic model that incorporates the dynamics of both the flexible spike proteins and the viral envelope. Using the smoothed dissipative particle dynamics method, we construct three virion models with varying spike flexibility. The first is a fully rigid virus with static spikes, the second is a model with spikes that tilt but remain fixed in position, and the third is a model allowing both tilting and lateral diffusion of spikes across the envelope. Our results show that spike flexibility primarily affects rotational diffusion, whereas the envelope dominates the translational mobility of the virus. We also explore spike clustering driven purely by hydrodynamic interactions and compare with an experimental model reference using DNA-PAINT super-resolution imaging of HIV-like particles. We identify that hydrodynamic interactions alone can be responsible for the dynamic clustering of spike proteins where the characteristic size and lifespan of such clusters indicate predominantly doublet and triplet formations. Our findings highlight the role of spike dynamics in whole virion mobility and motivate further investigations with time-resolved experimental evidence to fully characterize clustering behavior.

Article Details

Volume / Issue Vol. 164, Issue 5
Published February 07, 2026
ISSN 0021-9606
Publisher American Institute of Physics

Journal Info

The Journal of Chemical Physics

American Institute of Physics

ISSN: 0021-9606 Physical Sciences

Authors (10)

D

Daniela Moreno-Chaparro

Basque Center for Applied Mathematics, BCAM 1 , Alameda de Mazarredo 14, Bilbao 48400,

F

Florencio Balboa Usabiaga

Basque Center for Applied Mathematics, BCAM 1 , Alameda de Mazarredo 14, Bilbao 48400,

C

Cecilia Zaza

London Centre for Nanotechnology, University College London 3 , London,

D

David J. Williamson

Department of Infectious Diseases, King’s College London, Faculty of Life Sciences and Medicine 4 , London,

H

Harry S. Holmes

London Centre for Nanotechnology, University College London 3 , London,

I

Irene Carlon-Andres

Department of Infectious Diseases, King’s College London, Faculty of Life Sciences and Medicine 4 , London,

S

Sabrina Simoncelli

London Centre for Nanotechnology, University College London 3 , London,

S

Sergi Padilla-Parra

Department of Infectious Diseases, King’s College London, Faculty of Life Sciences and Medicine 4 , London,

M

Marco Ellero

Basque Center for Applied Mathematics, BCAM 1 , Alameda de Mazarredo 14, Bilbao 48400,

N

Nicolas Moreno

Basque Center for Applied Mathematics, BCAM 1 , Alameda de Mazarredo 14, Bilbao 48400,