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通过模板和锚定建模分析二噁英对人类健康的全身影响。

Analysis of systemic effects of dioxin on human health through template-and-anchor modeling.

作者信息

Kumbale Carla M, Zhang Qiang, Voit Eberhard O

机构信息

Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, United States of America.

Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.

出版信息

PLoS Comput Biol. 2025 Mar 27;21(3):e1012840. doi: 10.1371/journal.pcbi.1012840. eCollection 2025 Mar.

Abstract

Dioxins are persistent environmental pollutants known for their multiple health effects, from skin rashes to liver dysfunction, reproductive toxicity and cancer. While the hazards of dioxins have been well documented, the challenge of developing a comprehensive understanding of the overall health impact of dioxins remains. We propose to address this challenge with a new approach methodology (NAM) consisting of a novel adaptation of the Template-and-Anchor (T&A) modeling paradigm. Generically, the template model is defined as a high-level coarse-grained model capturing the main physiological processes of the system. The variables of this template model are anchor models, which represent component sub-systems in greater detail at lower biological levels. For the case of dioxin, we design the template to capture the systemic effects of dioxin on the body's handling of cholesterol. Two new anchor models within this template elucidate the effects of dioxin on cholesterol transport in the bloodstream and on sex hormone steroidogenesis and the menstrual cycle. A third anchor model, representing dioxin-mediated effects on cholesterol biosynthesis via the mevalonate pathway, had been developed previously. The T&A modeling paradigm enables a holistic evaluation of the impact of toxicants, which in the future may be translated into a powerful tool for comprehensive computational health risk assessments, personalized medicine, and the development of virtual clinical trials.

摘要

二噁英是持久性环境污染物,因其对健康有多种影响而闻名,这些影响包括皮疹、肝功能障碍、生殖毒性和癌症等。虽然二噁英的危害已有充分记录,但全面了解二噁英对整体健康的影响仍面临挑战。我们建议采用一种新的方法学(NAM)来应对这一挑战,该方法学由模板与锚定(T&A)建模范式的一种新颖改编组成。一般来说,模板模型被定义为一个高层次的粗粒度模型,用于捕捉系统的主要生理过程。这个模板模型的变量是锚定模型,它们在较低的生物学水平上更详细地表示组成子系统。对于二噁英的情况,我们设计模板以捕捉二噁英对人体胆固醇处理的全身影响。该模板内的两个新的锚定模型阐明了二噁英对血液中胆固醇运输以及对性激素类固醇生成和月经周期的影响。第三个锚定模型,代表二噁英通过甲羟戊酸途径对胆固醇生物合成的介导作用,此前已经开发出来。T&A建模范式能够对有毒物质的影响进行整体评估,未来这可能会转化为一种强大的工具,用于全面的计算健康风险评估、个性化医疗以及虚拟临床试验的开发。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/950e/12005559/4ab78ebb7451/pcbi.1012840.g001.jpg

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