A Comparative Nanomechanical Study of Antibody and Nanobody Binding to SARS-CoV-2 Variants
Luis Fernando Cofas‐VargasiD, Gustavo Enrique Olivos-RamireziD, Siewert J. MarrinkiD, Adolfo B. PomaiD
Abstract
The receptor-binding domain of the SARS-CoV-2 spike protein is the principal target of neutralizing antibodies (Abs) and nanobodies (Nbs). Although their thermodynamic binding properties have been extensively characterized, their stability under mechanical force remains less understood. Here, we perform a comparative nanomechanical analysis of three Abs (PDI-231, S2X259, and R1-32) and three Nbs (R14, C1, and n3113.1) bound to the RBD from the WT strain and the Omicron BA.4 and JN.1 variants. Using coarse-grained steered molecular dynamics within the G[o]Martini 3 framework, we identified distinct force-response behaviors shaped by epitope topology, binding architecture, and variant-specific mutations. Ab/RBD dissociation was characterized by asymmetric rupture events, variant-dependent unfolding of RBD segments, and occasional deformation of antibody constant domains. Analysis of single-chain systems revealed that the heavy chain acts as the main load-bearing element, while the light chain sustains a consistent but weaker mechanical response. For the two-chain Ab system, the cooperative action of both chains enhances stability, enabling complexes to withstand rupture forces in the range of 500 pN. By contrast, Nb/RBD complexes dissociated primarily through rigid-body mechanisms, transmitting force more directly to the RBD interface with minimal structural disruption. Together, these results demonstrate that mechanical resilience emerges from immune complex topology and inter-chain cooperation, providing complementary insights beyond affinity into the design of therapeutics resilient to viral evolution.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- FWCI
- 0.00
- Field percentile
- 15th percentile
- Organism
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- From Attraction to Repulsion: Omicron-Driven Rewiring of Nanobody Interfaces on the SARS-CoV-2 RBD
Mert Gölcük, Fareeda E. Abu-Juam, … Mert Gür·bioRxiv·Jul 18, 2025
- Binding mechanism of neutralizing Nanobodies targeting SARS-CoV-2 Spike Glycoprotein
M. Golcuk, A. Hacisuleyman, … M. Gur·bioRxiv·Apr 23, 2021
- Atomistic Simulations and Deep Mutational Scanning of Protein Stability and Binding Interactions in the SARS-CoV-2 Spike Protein Complexes with Nanobodies: Molecular Determinants of Mutational Escape Mechanisms
G. Verkhivker, S. Agajanian, … G. Gupta·bioRxiv·Jul 7, 2021
- Conformational Flexibility in Neutralization of SARS-CoV-2 by Naturally Elicited Anti-SARS-CoV-2 Antibodies
R. Li, M. Mor, … N. T. Freund·bioRxiv·Apr 3, 2022
- Discovery of nanobodies against SARS-CoV-2 and an uncommon neutralizing mechanism
D. Li, T. Li, … D. Lavillette·bioRxiv·Jul 20, 2021
- Conformational Landscaping and Dynamic Mutational Profiling of Binding Interactions and Immune Escape for Broadly Neutralizing Class I Antibodies with SARS-CoV-2 Spike Protein: Distributed Binding Hotspot Networks Underlie Mechanism of Viral Resistance Against Existing Variants
Mohammed Alshahrani, Vedant Parikh, … Gennady M. Verkhivker·bioRxiv·Jun 7, 2025