IEEE/ACM Trans Comput Biol Bioinform. 2023 Jan-Feb;20(1):683-693. doi: 10.1109/TCBB.2022.3166149. Epub 2023 Feb 3.
Survival and proliferation of immature B lymphocytes requires expression and tonic signaling of the pre-B cell receptor (pre-BCR). This low level, ligand-independent signaling is likely achieved through frequent, but short-lived, homo interactions. Tonic signaling is also central in the pathology of precursor B acute lymphoblastic leukemia (B-ALL). In order to understand how repeated, transient events can lead to sustained signaling and to assess the impact of receptor accumulation induced by the membrane landscape, we developed a spatial stochastic model of receptor aggregation and downstream signaling events. Our rule- and agent-based model builds on previous mature BCR signaling models and incorporates novel parameters derived from single particle tracking of pre-BCR on surfaces of two different B-ALL cell lines, 697 and Nalm6. Live cell tracking of receptors on the two cell lines revealed characteristic differences in their dimer dissociation rates and diffusion coefficients. We report here that these differences affect pre-BCR aggregation and consequent signal initiation events. Receptors on Nalm6 cells, which have a lower off-rate and lower diffusion coefficient, more frequently form higher order oligomers than pre-BCR on 697 cells, resulting in higher levels of downstream phosphorylation in the Nalm6 cell line.
未成熟 B 淋巴细胞的存活和增殖需要前 B 细胞受体 (pre-BCR) 的表达和持续信号。这种低水平、配体非依赖性的信号传递可能是通过频繁但短暂的同源相互作用实现的。持续信号传递在前体 B 急性淋巴细胞白血病 (B-ALL) 的病理学中也起着核心作用。为了了解反复的短暂事件如何导致持续的信号传递,并评估受体积累对膜景观的影响,我们开发了一个受体聚集和下游信号事件的空间随机模型。我们的基于规则和基于代理的模型建立在以前的成熟 BCR 信号模型的基础上,并结合了从两个不同 B-ALL 细胞系(697 和 Nalm6)表面的 pre-BCR 单粒子追踪中得出的新参数。对两种细胞系上受体的活细胞追踪显示了它们二聚体解离率和扩散系数的特征差异。我们在这里报告说,这些差异会影响 pre-BCR 的聚集和随后的信号起始事件。Nalm6 细胞上的受体,其解离率较低且扩散系数较低,比 697 细胞上的 pre-BCR 更频繁地形成更高阶的寡聚体,导致 Nalm6 细胞系中下游磷酸化水平更高。