Modeling the Synergetic Dynamics of B cells and TFH cells in Germinal Center Reactions

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Abstract

B cells producing high-affinity antibodies arise through affinity maturation within germinal centers (GCs), where selection is driven by T follicular helper (T FH ) cells. Recent studies have shown that, like GC B cells, T FH cells also undergo antigen-dependent selection, with competition among T FH clones dictated by their ability to recognize and stimulate B cells. This sensitivity-dependent selection process leads to dynamic remodeling of the T FH repertoire over time. Despite the essential role of T FH cells in B cell selection, the functional consequences of the time evolution of the T FH cell population remains poorly understood. To address this gap, we developed a population dynamics model that explicitly incorporates key T FH cell properties and dynamics. Our analysis predicts that dynamic feedback between B and T FH cell populations provides robust homeostatic regulation of their numbers in the GC, yielding a stable lymphocyte ratio that we verify experimentally. Moreover, our model predicts that T FH clone sensitivity dictates distinct evolutionary strategies during affinity maturation, with low-sensitivity T FH cells accelerating affinity gain at the expense of B cell diversity, while high-sensitivity T FH cells slow affinity maturation but preserve a broader B cell repertoire. These findings highlight the importance of co-regulation between T FH and B cells and suggest that reciprocal stimulation allows the immune system to tune the tradeoff between the speed of affinity gain and the breadth of B cell diversity—a principle that may extend to other adaptive systems.

Significance Statement

Effector B cells that secrete high-affinity antibodies and form immunological memory are essential for humoral immunity and arise from germinal center (GC) reactions. Within GCs, B cells undergo an accelerated version of Darwinian evolution to enhance antibody affinity. This process is orchestrated by T follicular helper (T FH ) cells which provide stimulatory signals to selected B cells and undergo their own antigen-driven selection. To investigate this co-evolutionary process, we developed a tractable population-level model of the GC reaction. Our analysis reveals that the reciprocal stimulation of B and T FH cells provides a robust mechanism for regulating the B:T FH ratio and tuning the tradeoff between the speed of affinity maturation and the diversity of the antibody response.

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