Griffin Jeddidiah W D, Bradshaw Patrick C
Department of Natural Sciences, Mars Hill University, Mars Hill, NC, USA.
Department of Biomedical Sciences, Quillen College of Medicine, East Tennessee State University, Johnson City, TN, USA.
Theor Biol Med Model. 2019 Jul 31;16(1):11. doi: 10.1186/s12976-019-0109-1.
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.
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 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).
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.
蛋白质水解后,膳食蛋白质释放的大部分氨基酸被转运到肝脏进行糖异生,或转运到外周组织用于蛋白质合成并最终被分解代谢,产生氨作为副产品。大脑中高氨水平是导致神经功能下降的主要因素,这种情况发生在几种病理状态下,如肝功能受损时的肝性脑病。因此,深入了解人体氨代谢非常重要。本研究的目的是预测因膳食蛋白质摄入量改变、肝脏疾病或尿素循环功能部分丧失而导致的血氨水平变化。
使用MATLAB SimBiology和已发表研究的数据创建了一个简单的数学模型。进行模拟并分析结果,以确定因膳食蛋白质摄入量变化和模拟肝脏疾病的肝脏酶活性水平变化而导致的氨水平稳态变化。作为毒性参考,在分化后的SH-SY5Y神经母细胞瘤细胞经氯化铵处理后测量其活力。
对照模拟结果产生的稳态血氨水平在正常生理范围内。膳食蛋白质摄入量增加72%导致血氨水平升高59%。肝硬化模拟结果显示,根据膳食蛋白质摄入量水平,血氨水平升高41%至130%。携带尿素循环氨基甲酰磷酸合成酶I(CPS1)基因功能丧失等位基因的杂合个体模拟结果显示血氨水平增加了两倍多(根据膳食蛋白质摄入量,从约18μM增至60μM)。添加略高量的氯化铵(90μM)使分化后的SH-SY5Y细胞活力降低了14%。
模型数据表明,减少蛋白质摄入可能是许多肝病患者降低血氨水平和将发生肝性脑病风险降至最低的一种简单策略。此外,该模型表明,已知携带致病CPS1等位基因的个体如果血氨水平较高,可能受益于监测血氨水平并限制蛋白质摄入量。