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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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 |
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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 |
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© 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. |
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Mahidol University |
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Mahidol University Jiraphat Yokrattanasak Andrea De Gaetano Simona Panunzi Pairote Satiracoo Wayne M. Lawton Yongwimon Lenbury |
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Article |
author |
Jiraphat Yokrattanasak Andrea De Gaetano Simona Panunzi Pairote Satiracoo Wayne M. Lawton Yongwimon Lenbury |
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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 |
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2018 |
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https://repository.li.mahidol.ac.th/handle/123456789/40915 |
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1763487448778670080 |