A mathematical model of food intake
The metabolic, hormonal and psychological determinants of the feeding behavior in humans are numerous and complex. A plausible model of the initiation, continuation and cessation of meals taking into account the most relevant such determinants would be very useful in simulating food intake over hour...
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th-mahidol.757912022-08-04T15:57:43Z A mathematical model of food intake Mantana Chudtong Andrea De Gaetano Consiglio Nazionale delle Ricerche Mahidol University Ministry of Higher Education, Science, Research and Innovation Agricultural and Biological Sciences Mathematics The metabolic, hormonal and psychological determinants of the feeding behavior in humans are numerous and complex. A plausible model of the initiation, continuation and cessation of meals taking into account the most relevant such determinants would be very useful in simulating food intake over hours to days, thus providing input into existing models of nutrient absorption and metabolism. In the present work, a meal model is proposed, incorporating stomach distension, glycemic variations, ghrelin dynamics, cultural habits and influences on the initiation and continuation of meals, reflecting a combination of hedonic and appetite components. Given a set of parameter values (portraying a single subject), the timing and size of meals are stochastic. The model parameters are calibrated so as to reflect established medical knowledge on data of food intake from the National Health and Nutrition Examination Survey (NHANES) database during years 2015 and 2016. 2022-08-04T08:00:30Z 2022-08-04T08:00:30Z 2021-01-01 Review Mathematical Biosciences and Engineering. Vol.18, No.2 (2021), 1238-1279 10.3934/MBE.2021067 15510018 15471063 2-s2.0-85103432687 https://repository.li.mahidol.ac.th/handle/123456789/75791 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85103432687&origin=inward |
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Agricultural and Biological Sciences Mathematics Mantana Chudtong Andrea De Gaetano A mathematical model of food intake |
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The metabolic, hormonal and psychological determinants of the feeding behavior in humans are numerous and complex. A plausible model of the initiation, continuation and cessation of meals taking into account the most relevant such determinants would be very useful in simulating food intake over hours to days, thus providing input into existing models of nutrient absorption and metabolism. In the present work, a meal model is proposed, incorporating stomach distension, glycemic variations, ghrelin dynamics, cultural habits and influences on the initiation and continuation of meals, reflecting a combination of hedonic and appetite components. Given a set of parameter values (portraying a single subject), the timing and size of meals are stochastic. The model parameters are calibrated so as to reflect established medical knowledge on data of food intake from the National Health and Nutrition Examination Survey (NHANES) database during years 2015 and 2016. |
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Consiglio Nazionale delle Ricerche |
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Consiglio Nazionale delle Ricerche Mantana Chudtong Andrea De Gaetano |
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Review |
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Mantana Chudtong Andrea De Gaetano |
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Mantana Chudtong |
title |
A mathematical model of food intake |
title_short |
A mathematical model of food intake |
title_full |
A mathematical model of food intake |
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A mathematical model of food intake |
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A mathematical model of food intake |
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mathematical model of food intake |
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2022 |
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https://repository.li.mahidol.ac.th/handle/123456789/75791 |
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1763487298901508096 |