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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...

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Autores principales: Yokrattanasak, Jiraphat, De Gaetano, Andrea, Panunzi, Simona, Satiracoo, Pairote, Lawton, Wayne M., Lenbury, Yongwimon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
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.
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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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