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Effects of a high protein diet and liver disease in an in silico model of human ammonia metabolism

BACKGROUND: After proteolysis, the majority of released amino acids from dietary protein are transported to the liver for gluconeogenesis or to peripheral tissues where they are used for protein synthesis and eventually catabolized, producing ammonia as a byproduct. High ammonia levels in the brain...

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Autores principales: Griffin, Jeddidiah W. D., Bradshaw, Patrick C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6670211/
https://www.ncbi.nlm.nih.gov/pubmed/31366360
http://dx.doi.org/10.1186/s12976-019-0109-1
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author Griffin, Jeddidiah W. D.
Bradshaw, Patrick C.
author_facet Griffin, Jeddidiah W. D.
Bradshaw, Patrick C.
author_sort Griffin, Jeddidiah W. D.
collection PubMed
description BACKGROUND: After proteolysis, the majority of released amino acids from dietary protein are transported to the liver for gluconeogenesis or to peripheral tissues where they are used for protein synthesis and eventually catabolized, producing ammonia as a byproduct. High ammonia levels in the brain are a major contributor to the decreased neural function that occurs in several pathological conditions such as hepatic encephalopathy when liver urea cycle function is compromised. Therefore, it is important to gain a deeper understanding of human ammonia metabolism. The objective of this study was to predict changes in blood ammonia levels resulting from alterations in dietary protein intake, from liver disease, or from partial loss of urea cycle function. METHODS: A simple mathematical model was created using MATLAB SimBiology and data from published studies. Simulations were performed and results analyzed to determine steady state changes in ammonia levels resulting from varying dietary protein intake and varying liver enzyme activity levels to simulate liver disease. As a toxicity reference, viability was measured in SH-SY5Y neuroblastoma cells following differentiation and ammonium chloride treatment. RESULTS: Results from control simulations yielded steady state blood ammonia levels within normal physiological limits. Increasing dietary protein intake by 72% resulted in a 59% increase in blood ammonia levels. Simulations of liver cirrhosis increased blood ammonia levels by 41 to 130% depending upon the level of dietary protein intake. Simulations of heterozygous individuals carrying a loss of function allele of the urea cycle carbamoyl phosphate synthetase I (CPS1) gene resulted in more than a tripling of blood ammonia levels (from roughly 18 to 60 μM depending on dietary protein intake). The viability of differentiated SH-SY5Y cells was decreased by 14% by the addition of a slightly higher amount of ammonium chloride (90 μM). CONCLUSIONS: Data from the model suggest decreasing protein consumption may be one simple strategy to decrease blood ammonia levels and minimize the risk of developing hepatic encephalopathy for many liver disease patients. In addition, the model suggests subjects who are known carriers of disease-causing CPS1 alleles may benefit from monitoring blood ammonia levels and limiting the level of protein intake if ammonia levels are high. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12976-019-0109-1) contains supplementary material, which is available to authorized users.
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spelling pubmed-66702112019-08-06 Effects of a high protein diet and liver disease in an in silico model of human ammonia metabolism Griffin, Jeddidiah W. D. Bradshaw, Patrick C. Theor Biol Med Model Research BACKGROUND: After proteolysis, the majority of released amino acids from dietary protein are transported to the liver for gluconeogenesis or to peripheral tissues where they are used for protein synthesis and eventually catabolized, producing ammonia as a byproduct. High ammonia levels in the brain are a major contributor to the decreased neural function that occurs in several pathological conditions such as hepatic encephalopathy when liver urea cycle function is compromised. Therefore, it is important to gain a deeper understanding of human ammonia metabolism. The objective of this study was to predict changes in blood ammonia levels resulting from alterations in dietary protein intake, from liver disease, or from partial loss of urea cycle function. METHODS: A simple mathematical model was created using MATLAB SimBiology and data from published studies. Simulations were performed and results analyzed to determine steady state changes in ammonia levels resulting from varying dietary protein intake and varying liver enzyme activity levels to simulate liver disease. As a toxicity reference, viability was measured in SH-SY5Y neuroblastoma cells following differentiation and ammonium chloride treatment. RESULTS: Results from control simulations yielded steady state blood ammonia levels within normal physiological limits. Increasing dietary protein intake by 72% resulted in a 59% increase in blood ammonia levels. Simulations of liver cirrhosis increased blood ammonia levels by 41 to 130% depending upon the level of dietary protein intake. Simulations of heterozygous individuals carrying a loss of function allele of the urea cycle carbamoyl phosphate synthetase I (CPS1) gene resulted in more than a tripling of blood ammonia levels (from roughly 18 to 60 μM depending on dietary protein intake). The viability of differentiated SH-SY5Y cells was decreased by 14% by the addition of a slightly higher amount of ammonium chloride (90 μM). CONCLUSIONS: Data from the model suggest decreasing protein consumption may be one simple strategy to decrease blood ammonia levels and minimize the risk of developing hepatic encephalopathy for many liver disease patients. In addition, the model suggests subjects who are known carriers of disease-causing CPS1 alleles may benefit from monitoring blood ammonia levels and limiting the level of protein intake if ammonia levels are high. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12976-019-0109-1) contains supplementary material, which is available to authorized users. BioMed Central 2019-07-31 /pmc/articles/PMC6670211/ /pubmed/31366360 http://dx.doi.org/10.1186/s12976-019-0109-1 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Griffin, Jeddidiah W. D.
Bradshaw, Patrick C.
Effects of a high protein diet and liver disease in an in silico model of human ammonia metabolism
title Effects of a high protein diet and liver disease in an in silico model of human ammonia metabolism
title_full Effects of a high protein diet and liver disease in an in silico model of human ammonia metabolism
title_fullStr Effects of a high protein diet and liver disease in an in silico model of human ammonia metabolism
title_full_unstemmed Effects of a high protein diet and liver disease in an in silico model of human ammonia metabolism
title_short Effects of a high protein diet and liver disease in an in silico model of human ammonia metabolism
title_sort effects of a high protein diet and liver disease in an in silico model of human ammonia metabolism
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6670211/
https://www.ncbi.nlm.nih.gov/pubmed/31366360
http://dx.doi.org/10.1186/s12976-019-0109-1
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