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A Simple, Realistic Stochastic Model of Gastric Emptying
Several models of Gastric Emptying (GE) have been employed in the past to represent the rate of delivery of stomach contents to the duodenum and jejunum. These models have all used a deterministic form (algebraic equations or ordinary differential equations), considering GE as a continuous, smooth p...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4825969/ https://www.ncbi.nlm.nih.gov/pubmed/27057750 http://dx.doi.org/10.1371/journal.pone.0153297 |
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author | Yokrattanasak, Jiraphat De Gaetano, Andrea Panunzi, Simona Satiracoo, Pairote Lawton, Wayne M. Lenbury, Yongwimon |
author_facet | Yokrattanasak, Jiraphat De Gaetano, Andrea Panunzi, Simona Satiracoo, Pairote Lawton, Wayne M. Lenbury, Yongwimon |
author_sort | Yokrattanasak, Jiraphat |
collection | PubMed |
description | Several models of Gastric Emptying (GE) have been employed in the past to represent the rate of delivery of stomach contents to the duodenum and jejunum. These models have all used a deterministic form (algebraic equations or ordinary differential equations), considering GE as a continuous, smooth process in time. However, GE is known to occur as a sequence of spurts, irregular both in size and in timing. Hence, we formulate a simple stochastic process model, able to represent the irregular decrements of gastric contents after a meal. The model is calibrated on existing literature data and provides consistent predictions of the observed variability in the emptying trajectories. This approach may be useful in metabolic modeling, since it describes well and explains the apparently heterogeneous GE experimental results in situations where common gastric mechanics across subjects would be expected. |
format | Online Article Text |
id | pubmed-4825969 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-48259692016-04-22 A Simple, Realistic Stochastic Model of Gastric Emptying Yokrattanasak, Jiraphat De Gaetano, Andrea Panunzi, Simona Satiracoo, Pairote Lawton, Wayne M. Lenbury, Yongwimon PLoS One Research Article Several models of Gastric Emptying (GE) have been employed in the past to represent the rate of delivery of stomach contents to the duodenum and jejunum. These models have all used a deterministic form (algebraic equations or ordinary differential equations), considering GE as a continuous, smooth process in time. However, GE is known to occur as a sequence of spurts, irregular both in size and in timing. Hence, we formulate a simple stochastic process model, able to represent the irregular decrements of gastric contents after a meal. The model is calibrated on existing literature data and provides consistent predictions of the observed variability in the emptying trajectories. This approach may be useful in metabolic modeling, since it describes well and explains the apparently heterogeneous GE experimental results in situations where common gastric mechanics across subjects would be expected. Public Library of Science 2016-04-08 /pmc/articles/PMC4825969/ /pubmed/27057750 http://dx.doi.org/10.1371/journal.pone.0153297 Text en © 2016 Yokrattanasak et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Yokrattanasak, Jiraphat De Gaetano, Andrea Panunzi, Simona Satiracoo, Pairote Lawton, Wayne M. Lenbury, Yongwimon A Simple, Realistic Stochastic Model of Gastric Emptying |
title | A Simple, Realistic Stochastic Model of Gastric Emptying |
title_full | A Simple, Realistic Stochastic Model of Gastric Emptying |
title_fullStr | A Simple, Realistic Stochastic Model of Gastric Emptying |
title_full_unstemmed | A Simple, Realistic Stochastic Model of Gastric Emptying |
title_short | A Simple, Realistic Stochastic Model of Gastric Emptying |
title_sort | simple, realistic stochastic model of gastric emptying |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4825969/ https://www.ncbi.nlm.nih.gov/pubmed/27057750 http://dx.doi.org/10.1371/journal.pone.0153297 |
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