U.S. Environmental Protection Agency, Office of Research and Development, Center for Computational Toxicology and Exposure, Great Lakes Toxicology and Ecology Division, 6201 Congdon Boulevard, Duluth, MN, 55804, United States of America.
U.S. Environmental Protection Agency, Office of Research and Development, Center for Computational Toxicology and Exposure, Great Lakes Toxicology and Ecology Division, 6201 Congdon Boulevard, Duluth, MN, 55804, United States of America.
Math Biosci. 2023 Aug;362:109021. doi: 10.1016/j.mbs.2023.109021. Epub 2023 May 16.
A biologically based computational model was developed to describe the hypothalamic-pituitary-thyroid (HPT) axis in developing Xenopus laevis larvae. The goal of this effort was to develop a tool that can be used to better understand mechanisms of thyroid hormone-mediated metamorphosis in X. laevis and predict organismal outcomes when those mechanisms are perturbed by chemical toxicants. In this report, we describe efforts to simulate the normal biology of control organisms. The structure of the model borrows from established models of HPT axis function in mammals. Additional features specific to X. laevis account for the effects of organism growth, growth of the thyroid gland, and developmental changes in regulation of thyroid stimulating hormone (TSH) by circulating thyroid hormones (THs). Calibration was achieved by simulating observed changes in stored and circulating levels of THs during a critical developmental window (Nieuwkoop and Faber stages 54-57) that encompasses widely used in vivo chemical testing protocols. The resulting model predicts that multiple homeostatic processes, operating in concert, can act to preserve circulating levels of THs despite profound impairments in TH synthesis. Represented in the model are several biochemical processes for which there are high-throughput in vitro chemical screening assays. By linking the HPT axis model to a toxicokinetic model of chemical uptake and distribution, it may be possible to use this in vitro effects information to predict chemical effects in X. laevis larvae resulting from defined chemical exposures.
我们开发了一个基于生物学的计算模型,用于描述非洲爪蟾幼虫的下丘脑-垂体-甲状腺 (HPT) 轴。这项工作的目标是开发一种工具,用于更好地理解甲状腺激素介导的非洲爪蟾变态过程中的机制,并预测当这些机制受到化学毒物干扰时,机体的结果。在本报告中,我们描述了模拟对照生物正常生物学的努力。该模型的结构借鉴了哺乳动物 HPT 轴功能的已有模型。针对非洲爪蟾的特定附加功能,考虑了机体生长、甲状腺生长以及循环甲状腺激素 (THs) 对促甲状腺激素 (TSH) 调节的发育变化的影响。通过模拟在包含广泛使用的体内化学测试方案的关键发育窗口(Nieuwkoop 和 Faber 阶段 54-57)期间观察到的存储和循环 TH 水平的变化来实现校准。所得模型预测,尽管甲状腺激素合成受到严重损害,但多种协同作用的体内平衡过程可以作用于维持循环 TH 水平。模型中代表了一些具有高通量体外化学筛选测定的生化过程。通过将 HPT 轴模型与化学摄取和分布的毒代动力学模型相连接,可能可以使用这种体外效应信息来预测特定化学暴露对非洲爪蟾幼虫的化学效应。