Department of Biomedical Engineering, Michigan State University, East Lansing, MI, USA.
Institute for Quantitative Health Science & Engineering, Michigan State University, East Lansing, MI, USA.
Hepatol Commun. 2022 Apr;6(4):750-764. doi: 10.1002/hep4.1848. Epub 2021 Nov 2.
The cytochrome P450 (Cyp) proteins Cyp1A1 and Cyp1A2 are strongly induced in the mouse liver by the potent environmental toxicant 2, 3, 7, 8-tetrachlorodibenzo-p-dioxin (TCDD), acting through the aryl hydrocarbon receptor (AHR). The induction of Cyp1A1 is localized within the centrilobular regions of the mouse liver at low doses of TCDD, progressing to pan-lobular induction at higher doses. Even without chemical perturbation, metabolic functions and associated genes are basally zonated in the liver lobule along the central-to-portal axis. To investigate the mechanistic basis of spatially restricted gene induction by TCDD, we have developed a multiscale computational model of the mouse liver lobule with single-cell resolution. The spatial location of individual hepatocytes in the model was calibrated from previously published high-resolution images. A systems biology model of the network of biochemical signaling pathways underlying Cyp1A1 and Cyp1A2 induction was then incorporated into each hepatocyte in the model. Model simulations showed that a negative feedback loop formed by binding of the induced Cyp1A2 protein to TCDD, together with cooperative gene induction by the β-catenin/AHR/TCDD transcription factor complex and β-catenin, help produce the spatially localized induction pattern of Cyp1A1. Although endogenous WNT regulates the metabolic zonation of many genes, it was not a driver of zonal Cyp1A1 induction in our model. Conclusion: In this work, we used data-driven computational modeling to identify the mechanistic basis of zonally restricted gene expression induced by the potent and persistent environmental pollutant TCDD. The multiscale model and derived results clarify the mechanisms of dose-dependent hepatic gene induction responses to TCDD. Additionally, this work contributes to our broader understanding of spatial gene regulation along the liver lobule.
细胞色素 P450(Cyp)蛋白 Cyp1A1 和 Cyp1A2 被强环境毒物 2,3,7,8-四氯二苯并-p-二恶英(TCDD)强烈诱导,作用于芳烃受体(AHR)。在低剂量 TCDD 下,Cyp1A1 的诱导定位于小鼠肝脏的中央小叶区域,在更高剂量下进展为全小叶诱导。即使没有化学干扰,代谢功能和相关基因也会沿着中央到门脉轴在肝小叶中基底区域分带。为了研究 TCDD 对空间受限基因诱导的机制基础,我们开发了具有单细胞分辨率的小鼠肝小叶多尺度计算模型。模型中单个肝细胞的空间位置是根据先前发表的高分辨率图像进行校准的。然后,将 Cyp1A1 和 Cyp1A2 诱导的生化信号通路网络的系统生物学模型纳入到模型中的每个肝细胞中。模型模拟表明,由诱导的 Cyp1A2 蛋白与 TCDD 结合形成的负反馈回路,以及 β-连环蛋白/AHR/TCDD 转录因子复合物和 β-连环蛋白的协同基因诱导,有助于产生 Cyp1A1 的空间局部诱导模式。尽管内源性 WNT 调节许多基因的代谢分带,但在我们的模型中,它不是 Cyp1A1 分带诱导的驱动因素。结论:在这项工作中,我们使用数据驱动的计算建模来确定强持久环境污染物 TCDD 诱导的区域性限制基因表达的机制基础。多尺度模型和得出的结果阐明了 TCDD 对肝基因诱导反应的剂量依赖性的机制。此外,这项工作有助于我们更广泛地了解沿肝小叶的空间基因调控。