Gautam Pankaj, Sinha Sudipta Kumar
Theoretical and Computational Biophysical Chemistry Group, Department of Chemistry, Indian Institute of Technology Ropar, Rupnagar, Punjab 140001, India.
ACS Omega. 2024 May 13;9(21):22625-22634. doi: 10.1021/acsomega.4c00049. eCollection 2024 May 28.
Nearly identical cells can exhibit substantially different responses to the same stimulus that causes phenotype diversity. Such interplay between phenotype diversity and the architecture of regulatory circuits is crucial since it determines the state of a biological cell. Here, we theoretically analyze how the circuit blueprints of NF-κB in cellular environments are formed and their role in determining the cells' metabolic state. The NF-κB is a collective name for a developmental conserved family of five different transcription factors that can form homodimers or heterodimers and often promote DNA looping to reprogram the inflammatory gene response. The NF-κB controls many biological functions, including cellular differentiation, proliferation, migration, and survival. Our model shows that nuclear localization of NF-κB differentially promotes logic operations such as AND, NAND, NOR, and OR in its regulatory network. Through the quantitative thermodynamic model of transcriptional regulation and systematic variation of promoter-enhancer interaction modes, we can account for the origin of various logic gates as formed in the NF-κB system. We further show that the interconversion or switching of logic gates yielded under systematic variations of the stimuli activity and DNA looping parameters. Such computation occurs in regulatory and signaling pathways in individual cells at a molecular scale, which one can exploit to design a biomolecular computer.
几乎完全相同的细胞对导致表型多样性的相同刺激可能表现出显著不同的反应。表型多样性与调控回路结构之间的这种相互作用至关重要,因为它决定了生物细胞的状态。在这里,我们从理论上分析了细胞环境中NF-κB的回路蓝图是如何形成的,以及它们在决定细胞代谢状态中的作用。NF-κB是一个由五个不同转录因子组成的发育保守家族的统称,这些转录因子可以形成同二聚体或异二聚体,并且经常促进DNA环化以重新编程炎症基因反应。NF-κB控制许多生物学功能,包括细胞分化、增殖、迁移和存活。我们的模型表明,NF-κB的核定位在其调控网络中差异性地促进诸如与、与非、或非和或等逻辑运算。通过转录调控的定量热力学模型和启动子-增强子相互作用模式的系统变化,我们可以解释NF-κB系统中形成的各种逻辑门的起源。我们进一步表明,在刺激活性和DNA环化参数的系统变化下会产生逻辑门的相互转换或切换。这种计算在单个细胞的调控和信号通路中以分子尺度发生,人们可以利用这一点来设计生物分子计算机。