Huang Helen, Narayanan Haripriya Vaidehi, Hoffmann Alexander
Signaling Systems Laboratory, Department of Microbiology, Immunology, and Molecular Genetics (MIMG).
Institute for Quantitative and Computational Biosciences (QCBio).
bioRxiv. 2024 Jul 29:2024.07.28.605521. doi: 10.1101/2024.07.28.605521.
In response to infection or vaccination, a successful antibody response must enrich high-affinity antigen-reactive B-cells through positive selection, but eliminate auto-reactive B-cells through negative selection. B-cells receive signals from the B-cell receptor (BCR) which binds the antigen, and the CD40 receptor which is stimulated by neighboring T-cells that also recognize the antigen. How BCR and CD40 signaling are integrated quantitatively to jointly determine B-cell fate decision and proliferation remains unclear. To investigate this, we developed a differential-equations-based model of the BCR and CD40 signaling networks activating NFκB. Our model accurately recapitulates the NFκB dynamics of B-cells stimulated through their BCR and CD40 receptors, correctly predicting that costimulation induces more NFκB activity. However, when linking it to established cell fate decision models of cell survival and cell cycle control, it predicted potentiated population expansion that was not observed experimentally. We found that this discrepancy was due to a time-dependent functional antagonism exacerbated by BCR-induced caspase activity that can trigger apoptosis in founder cells, unless NFκB-induced survival gene expression protects B-cells in time. Guided by model predictions, sequential co-stimulation experiments revealed how the temporal dynamics of BCR and CD40 signaling control the fate decision between negative and positive selection of B-cell clonal expansion. Our quantitative findings highlight a complex non-monotonic integration of BCR and CD40 signals that is controlled by a balance between NFκB and cell-death pathways, and suggest a mechanism for regulating the stringency of B-cell selection during an antibody response.
针对感染或疫苗接种,成功的抗体反应必须通过阳性选择富集高亲和力抗原反应性B细胞,但通过阴性选择消除自身反应性B细胞。B细胞从结合抗原的B细胞受体(BCR)以及由也识别该抗原的邻近T细胞刺激的CD40受体接收信号。BCR和CD40信号如何定量整合以共同决定B细胞命运决定和增殖仍不清楚。为了研究这一点,我们开发了一个基于微分方程的激活NFκB的BCR和CD40信号网络模型。我们的模型准确地概括了通过其BCR和CD40受体刺激的B细胞的NFκB动力学,正确预测共刺激会诱导更多的NFκB活性。然而,当将其与已建立的细胞存活和细胞周期控制的细胞命运决定模型联系起来时,它预测的群体扩张增强并未在实验中观察到。我们发现这种差异是由于BCR诱导的半胱天冬酶活性加剧了时间依赖性功能拮抗作用,这种活性可触发起始细胞凋亡,除非NFκB诱导的存活基因表达及时保护B细胞。在模型预测的指导下,顺序共刺激实验揭示了BCR和CD40信号的时间动态如何控制B细胞克隆扩增阴性和阳性选择之间的命运决定。我们的定量研究结果突出了BCR和CD40信号的复杂非单调整合,这种整合由NFκB和细胞死亡途径之间的平衡控制,并提出了一种在抗体反应期间调节B细胞选择严格性的机制。