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Physiological insights into electrodiffusive maintenance of gastric mucus through sensitivity analysis and simulations
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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8459737/ https://www.ncbi.nlm.nih.gov/pubmed/34436680 http://dx.doi.org/10.1007/s00285-021-01643-w |
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author | Aggarwal, Manu Cogan, N. G. Lewis, Owen L. |
author_facet | Aggarwal, Manu Cogan, N. G. Lewis, Owen L. |
author_sort | Aggarwal, Manu |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8459737 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-84597372022-08-26 Physiological insights into electrodiffusive maintenance of gastric mucus through sensitivity analysis and simulations Aggarwal, Manu Cogan, N. G. Lewis, Owen L. J Math Biol Article 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. 2021-08-26 /pmc/articles/PMC8459737/ /pubmed/34436680 http://dx.doi.org/10.1007/s00285-021-01643-w Text en https://creativecommons.org/licenses/by/4.0/This AM is a PDF file of the manuscript accepted for publication after peer review, when applicable, but does not reflect post-acceptance improvements, or any corrections. Use of this AM is subject to the publisher’s embargo period and AM terms of use. Under no circumstances may this AM be shared or distributed under a Creative Commons or other form of open access license, nor may it be reformatted or enhanced, whether by the Author or third parties. See here for Springer Nature’s terms of use for AM versions of subscription articles: https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms |
spellingShingle | Article Aggarwal, Manu Cogan, N. G. Lewis, Owen L. Physiological insights into electrodiffusive maintenance of gastric mucus through sensitivity analysis and simulations |
title | Physiological insights into electrodiffusive maintenance of gastric
mucus through sensitivity analysis and simulations |
title_full | Physiological insights into electrodiffusive maintenance of gastric
mucus through sensitivity analysis and simulations |
title_fullStr | Physiological insights into electrodiffusive maintenance of gastric
mucus through sensitivity analysis and simulations |
title_full_unstemmed | Physiological insights into electrodiffusive maintenance of gastric
mucus through sensitivity analysis and simulations |
title_short | Physiological insights into electrodiffusive maintenance of gastric
mucus through sensitivity analysis and simulations |
title_sort | physiological insights into electrodiffusive maintenance of gastric
mucus through sensitivity analysis and simulations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8459737/ https://www.ncbi.nlm.nih.gov/pubmed/34436680 http://dx.doi.org/10.1007/s00285-021-01643-w |
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