Signaling Systems Laboratory, Department of Microbiology, Immunology, and Molecular Genetics, UCLA, Los Angeles, CA 90095, USA.
Institute for Quantitative and Computational Biosciences, UCLA, Los Angeles, CA 90095, USA.
Sci Signal. 2023 Mar 14;16(776):eabo2838. doi: 10.1126/scisignal.abo2838.
The nuclear factor κB (NF-κB) system is critical for various biological functions in numerous cell types, including the inflammatory response, cell proliferation, survival, differentiation, and pathogenic responses. Each cell type is characterized by a subset of 15 NF-κB dimers whose activity is regulated in a stimulus-responsive manner. Numerous studies have produced different mathematical models that account for cell type-specific NF-κB activities. However, whereas the concentrations or abundances of NF-κB subunits may differ between cell types, the biochemical interactions that constitute the NF-κB signaling system do not. Here, we synthesized a consensus mathematical model of the NF-κB multidimer system, which could account for the cell type-specific repertoires of NF-κB dimers and their cell type-specific activation and cross-talk. Our review demonstrates that these distinct cell type-specific properties of NF-κB signaling can be explained largely as emergent effects of the cell type-specific expression of NF-κB monomers. The consensus systems model represents a knowledge base that may be used to gain insights into the control and function of NF-κB in diverse physiological and pathological scenarios and that describes a path for generating similar regulatory knowledge bases for other pleiotropic signaling systems.
核因子 κB(NF-κB)系统对于众多细胞类型中的各种生物学功能至关重要,包括炎症反应、细胞增殖、存活、分化和致病反应。每种细胞类型都以其特征性的 15 种 NF-κB 二聚体亚基子集为特征,其活性以刺激反应的方式进行调节。许多研究已经产生了不同的数学模型,这些模型解释了 NF-κB 活性的细胞类型特异性。然而,尽管 NF-κB 亚基的浓度或丰度可能在细胞类型之间存在差异,但构成 NF-κB 信号系统的生化相互作用却没有差异。在这里,我们综合了 NF-κB 多二聚体系统的共识数学模型,该模型可以解释 NF-κB 二聚体的细胞类型特异性库及其细胞类型特异性激活和串扰。我们的综述表明,NF-κB 信号的这些不同的细胞类型特异性特性可以很大程度上解释为 NF-κB 单体的细胞类型特异性表达的涌现效应。共识系统模型代表了一个知识库,可用于深入了解 NF-κB 在不同生理和病理情况下的控制和功能,并为其他多效性信号系统生成类似的调控知识库描述了一条途径。