ArticleFrontiers in immunology2023
Amount of antigen, T follicular helper cells and affinity of founder cells shape the diversity of germinal center B cells: A computational study.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 19 citations in OpenAlex.
- Harnessing conserved epitopes and multivalent antigen strategies for vaccine design: Lessons learned and opportunities.Human vaccines & immunotherapeutics · 2026Review
- Mechanism for evolution of diverse autologous antibodies upon broadly neutralizing antibody therapy of people with HIV.Cell reports · 2025Article
- Multiscale information processing in the immune system.Frontiers in immunology · 2025Review
- Modelling HIV-1 control and remission.NPJ systems biology and applications · 2024Review
- Article
- Organized B cell sites in cartilaginous fishes reveal the evolutionary foundation of germinal centers.Cell reports · 2023Article
- Germinal centers are permissive to subdominant antibody responses.Frontiers in immunology · 2023Article
- 450 million years in the making: mapping the evolutionary foundations of germinal centers.Frontiers in immunology · 2023Review
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Authors and funding
5 authors at 1 institution in 1 country.
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Abstract
A variety of B cell clones seed the germinal centers, where a selection stringency expands the fitter clones to generate higher affinity antibodies. However, recent experiments suggest that germinal centers often retain a diverse set of B cell clones with a range of affinities and concurrently carry out affinity maturation. Amid a tendency to flourish germinal centers with fitter clones, how several B cell clones with differing affinities can be concurrently selected remains poorly understood. Such a permissive selection may allow non-immunodominant clones, which are often rare and of low-affinity, to somatically hypermutate and result in a broad and diverse B cell response. How the constituent elements of germinal centers, their quantity and kinetics may modulate diversity of B cells, has not been addressed well. By implementing a state-of-the-art agent-based model of germinal center, here, we study how these factors impact temporal evolution of B cell clonal diversity and its underlying balance with affinity maturation. While we find that the extent of selection stringency dictates clonal dominance, limited antigen availability on follicular dendritic cells is shown to expedite the loss of diversity of B cells as germinal centers mature. Intriguingly, the emergence of a diverse set of germinal center B cells depends on high affinity founder cells. Our analysis also reveals a substantial number of T follicular helper cells to be essential in balancing affinity maturation with clonal diversity, as a low number of T follicular helper cells impedes affinity maturation and also contracts the scope for a diverse B cell response. Our results have implications for eliciting antibody responses to non-immunodominant specificities of the pathogens by controlling the regulators of the germinal center reaction, thereby pivoting a way for vaccine development to generate broadly protective antibodies.
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