Unlocking liver physiology: comprehensive pathway maps for mechanistic understanding.

IF 4.6 Q2 TOXICOLOGY
Frontiers in toxicology Pub Date : 2025-07-07 eCollection Date: 2025-01-01 DOI:10.3389/ftox.2025.1619651
Luiz Ladeira, Anouk Verhoeven, Jonas van Ertvelde, Jian Jiang, Alessio Gamba, Julen Sanz-Serrano, Tamara Vanhaecke, Harm J Heusinkveld, Ramiro Jover, Mathieu Vinken, Liesbet Geris, Bernard Staumont
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引用次数: 0

Abstract

Aims: In silico methods provide a resourceful toolbox for new approach methodologies (NAMs). They can revolutionize chemical safety assessment by offering more efficient and human-relevant alternatives to traditional animal testing. In this study, we introduce two Liver Physiological Maps (PMs); comprehensive and machine-readable graphical representations of the intricate mechanisms governing two major liver functions.

Methods: Two PMs were developed through manual literature curation, integrating data from established pathway resources and domain expert knowledge. Cell-type specificity was validated using Human Protein Atlas datasets. An interactive version is available online for exploration. Cross-comparison analysis with existing Adverse Outcome Pathway (AOP) networks was performed to benchmark physiological coverage and identify knowledge gaps.

Results: The LiverLipidPM focuses on liver lipid metabolism, detailing pathways involved in fatty acid synthesis, triglycerides, cholesterol metabolism, and lipid catabolism in hepatocytes. And the LiverBilePM represents bile acid biosynthesis and secretion processes, detailing biosynthesis, transport, and secretion processes between hepatocytes and cholangiocytes. Both maps integrate metabolism with signaling pathways and regulatory networks. The interactive maps enable visualization of molecular pathways, linkage to external ontologies, and overlay of experimental data. Comparative analysis revealed unique mechanisms to each map and overlaps with existing AOP networks. Chemical-target queries identified new potential targets in both PMs, which might represent new molecular initiating events for AOP network extension.

Conclusion: The developed liver PMs serve as valuable resources for hepatology research, with a special focus on hepatotoxicity, supporting the refinement of AOP networks and the development of human-oriented in vitro test batteries for chemical toxicity assessment. These maps provide a foundation for creating computational models and mode-of-action ontologies while potentially extending their utility to systems biology and drug discovery applications.

解锁肝脏生理学:了解机制的综合通路图。
目的:计算机方法为新方法方法论(NAMs)提供了一个资源丰富的工具箱。它们可以通过提供比传统动物试验更有效和更人性化的替代方案,彻底改变化学品安全评估。在本研究中,我们介绍了两种肝脏生理图谱(PMs);全面和机器可读的图形表示复杂的机制管理两个主要的肝功能。方法:通过手工文献整理,整合已建立的路径资源和领域专家知识的数据,开发两个pm。使用人类蛋白图谱数据集验证细胞类型特异性。互动式的版本可以在网上找到,以供探索。与现有的不良结果通路(AOP)网络进行交叉比较分析,以基准生理覆盖并确定知识差距。结果:LiverLipidPM专注于肝脏脂质代谢,详细描述了肝细胞中脂肪酸合成、甘油三酯、胆固醇代谢和脂质分解代谢的途径。LiverBilePM代表胆汁酸的生物合成和分泌过程,详细描述了肝细胞和胆管细胞之间的生物合成、运输和分泌过程。这两种图谱都将代谢与信号通路和调控网络结合起来。交互式地图使分子途径可视化,连接到外部本体,并覆盖实验数据。比较分析揭示了每个映射的独特机制以及与现有AOP网络的重叠。化学靶标查询在这两个pm中发现了新的潜在靶标,这可能代表了AOP网络扩展的新的分子起始事件。结论:已开发的肝脏PMs可作为肝病学研究的宝贵资源,特别是肝毒性研究,支持AOP网络的完善和面向人类的体外化学毒性评估测试电池的开发。这些图谱为创建计算模型和作用模式本体提供了基础,同时潜在地扩展了它们在系统生物学和药物发现应用中的效用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.80
自引率
0.00%
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审稿时长
13 weeks
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