Universal characterization of epitope immunodominance from a multiscale model of clonal competition in germinal centers.


Journal

Physical review. E
ISSN: 2470-0053
Titre abrégé: Phys Rev E
Pays: United States
ID NLM: 101676019

Informations de publication

Date de publication:
Jun 2024
Historique:
received: 18 10 2023
accepted: 02 04 2024
medline: 18 7 2024
pubmed: 18 7 2024
entrez: 18 7 2024
Statut: ppublish

Résumé

We introduce a multiscale model for affinity maturation, which aims to capture the intraclonal, interclonal, and epitope-specific organization of the B-cell population in a germinal center. We describe the evolution of the B-cell population via a quasispecies dynamics, with species corresponding to unique B-cell receptors (BCRs), where the desired multiscale structure is reflected on the mutational connectivity of the accessible BCR space, and on the statistical properties of its fitness landscape. Within this mathematical framework, we study the competition among classes of BCRs targeting different antigen epitopes, and we construct an effective immunogenic space where epitope immunodominance relations can be universally characterized. We finally study how varying the relative composition of a mixture of antigens with variable and conserved domains allows for a parametric exploration of this space, and we identify general principles for the rational design of two-antigen cocktails.

Identifiants

pubmed: 39020898
doi: 10.1103/PhysRevE.109.064409
doi:

Substances chimiques

Receptors, Antigen, B-Cell 0
Immunodominant Epitopes 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

064409

Auteurs

Federica Ferretti (F)

Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.

Mehran Kardar (M)

Department of Physics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.

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Classifications MeSH