A simple, realistic stochastic model of Gastric Emptying

© 2016 Yokrattanasak et al.This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Several models of Gastric Emptying (G...

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Main Authors: Jiraphat Yokrattanasak, Andrea De Gaetano, Simona Panunzi, Pairote Satiracoo, Wayne M. Lawton, Yongwimon Lenbury
Other Authors: Mahidol University
Format: Article
Published: 2018
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/40915
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spelling th-mahidol.409152019-03-14T15:01:50Z A simple, realistic stochastic model of Gastric Emptying Jiraphat Yokrattanasak Andrea De Gaetano Simona Panunzi Pairote Satiracoo Wayne M. Lawton Yongwimon Lenbury Mahidol University Center of Excellence in Mathematics Consiglio Nazionale delle Ricerche University of Western Australia Agricultural and Biological Sciences Biochemistry, Genetics and Molecular Biology © 2016 Yokrattanasak et al.This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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. 2018-12-11T02:00:16Z 2019-03-14T08:01:50Z 2018-12-11T02:00:16Z 2019-03-14T08:01:50Z 2016-04-01 Article PLoS ONE. Vol.11, No.4 (2016) 10.1371/journal.pone.0153297 19326203 2-s2.0-84963722584 https://repository.li.mahidol.ac.th/handle/123456789/40915 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84963722584&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Agricultural and Biological Sciences
Biochemistry, Genetics and Molecular Biology
spellingShingle Agricultural and Biological Sciences
Biochemistry, Genetics and Molecular Biology
Jiraphat Yokrattanasak
Andrea De Gaetano
Simona Panunzi
Pairote Satiracoo
Wayne M. Lawton
Yongwimon Lenbury
A simple, realistic stochastic model of Gastric Emptying
description © 2016 Yokrattanasak et al.This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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.
author2 Mahidol University
author_facet Mahidol University
Jiraphat Yokrattanasak
Andrea De Gaetano
Simona Panunzi
Pairote Satiracoo
Wayne M. Lawton
Yongwimon Lenbury
format Article
author Jiraphat Yokrattanasak
Andrea De Gaetano
Simona Panunzi
Pairote Satiracoo
Wayne M. Lawton
Yongwimon Lenbury
author_sort Jiraphat Yokrattanasak
title A simple, realistic stochastic model of Gastric Emptying
title_short 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_sort simple, realistic stochastic model of gastric emptying
publishDate 2018
url https://repository.li.mahidol.ac.th/handle/123456789/40915
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