Related Experiment Video
Updated: Jan 31, 2026

Determining Binding Affinity KD of Radiolabeled Antibodies to Immobilized Antigens
Published on: June 23, 2022
Epistasis in a Fitness Landscape Defined by Antibody-Antigen Binding Free Energy
Rhys M Adams1, Justin B Kinney2, Aleksandra M Walczak3
1CNRS, Laboratoire de Physique Théorique, UPMC (Sorbonne University), and École Normale Supérieure (PSL), 24 rue Lhomond, Paris 75005, France; Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, 1 Bungtown Rd., Cold Spring Harbor, NY 11724, USA.
Abstract:
Epistasis is the phenomenon by which the effect of a mutation depends on its genetic background. While it is usually defined in terms of organismal fitness, for single proteins, it must reflect physical interactions among residues. Here, we systematically extract the specific contribution pairwise epistasis makes to the physical affinity of antibody-antigen binding relevant to affinity maturation, a process of accelerated Darwinian evolution. We find that, among competing definitions of affinity, the binding free energy is the most appropriate to describe epistasis. We show that epistasis is pervasive, accounting for 25%-35% of variability, of which a large fraction is beneficial. This work suggests that epistasis both constrains, through negative epistasis, and enlarges, through positive epistasis, the set of possible evolutionary paths that can produce high-affinity sequences during repeated rounds of mutation and selection.
Related Concept Videos
Epistasis
Nuclear Binding Energy
Induced-fit Model
Enzymes exhibit substrate specificity, meaning that they can only bind to certain substrates. This is mainly determined by the shape and chemical...
Epistasis Analysis
Antibody Structure
Antibodies, also known as immunoglobulins (Ig), are essential players of the adaptive immune system. These antigen-binding proteins are produced by B cells and make up 20 percent of the total blood plasma by weight. In mammals, antibodies fall into five different classes, which each elicits a different biological response upon antigen binding.
The Y-Shaped Structure of Antibodies Consists of Four Polypeptide Chains
Antibodies consist of four polypeptide chains: two identical heavy...
The Equilibrium Binding Constant and Binding Strength

