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通过敏感性分析和模拟揭示电扩散维持胃黏液的生理学见解。

Physiological insights into electrodiffusive maintenance of gastric mucus through sensitivity analysis and simulations.

机构信息

National Institutes of Health, Bethesda, USA.

Florida State University, Tallahassee, USA.

出版信息

J Math Biol. 2021 Aug 26;83(3):30. doi: 10.1007/s00285-021-01643-w.

Abstract

It is generally accepted that the gastric mucosa and adjacent mucus layer are critical in the maintenance of a pH gradient from stomach lumen to stomach wall, protecting the mucosa from the acidic environment of the lumen and preventing auto-digestion of the epithelial layer. No conclusive study has shown precisely which physical, chemical, and regulatory mechanisms are responsible for maintaining this gradient. However, experimental work and modeling efforts have suggested that concentration dependent ion-exchange at the epithelial wall, together with hydrogen ion/mucus network binding, may produce the enormous pH gradients seen in vivo. As of yet, there has been no exhaustive study of how sensitive these modeling results are with respect to variation in model parameters, nor how sensitive such a regulatory mechanism may be to variation in physical/biological parameters. In this work, we perform sensitivity analysis (using Sobol' Indices) on a previously reported model of gastric pH gradient maintenance. We quantify the sensitivity of mucosal wall pH (as a proxy for epithelial health) to variations in biologically relevant parameters and illustrate how variations in these parameters affects the distribution of the measured pH values. In all parameter regimes, we see that the rate of cation/hydrogen exchange at the epithelial wall is the dominant parameter/effect with regards to variation in mucosal pH. By careful sensitivity analysis, we also investigate two different regimes representing high and low hydrogen secretion with different physiological interpretations. By complementing mechanistic modeling and biological hypotheses testing with parametric sensitivity analysis we are able to conclude which biological processes must be tightly regulated in order to robustly maintain the pH values necessary for healthy function of the stomach.

摘要

人们普遍认为,胃黏膜及其相邻的黏液层对于维持胃腔到胃壁的 pH 梯度至关重要,它可以保护黏膜免受胃腔酸性环境的影响,防止上皮层的自我消化。目前还没有确凿的研究表明,哪些物理、化学和调节机制负责维持这种梯度。然而,实验工作和建模工作表明,上皮壁上的浓度依赖性离子交换,以及氢离子/黏液网络结合,可能产生了体内观察到的巨大 pH 梯度。到目前为止,还没有对这些模型结果对模型参数变化的敏感性进行详尽的研究,也没有研究这种调节机制对物理/生物学参数变化的敏感性。在这项工作中,我们对以前报道的维持胃 pH 梯度的模型进行了敏感性分析(使用 Sobol' 指数)。我们量化了黏膜壁 pH(作为上皮健康的代理)对生物相关参数变化的敏感性,并说明了这些参数的变化如何影响测量 pH 值的分布。在所有参数范围内,我们看到上皮壁上的阳离子/氢离子交换速率是影响黏膜 pH 的主要参数/效应。通过仔细的敏感性分析,我们还研究了两种不同的氢分泌率不同的生理解释的情况。通过补充机制建模和生物假设测试与参数敏感性分析,我们能够得出结论,为了稳健地维持胃健康功能所需的 pH 值,哪些生物学过程必须受到严格调节。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fce1/8459737/e168564dfb7f/nihms-1736224-f0010.jpg

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