Optimality in the zonation of ammonia detoxification in rodent liver

被引:28
作者
Bartl, Martin [1 ,2 ,3 ]
Pfaff, Michael [2 ,4 ]
Ghallab, Ahmed [5 ,6 ]
Driesch, Dominik [2 ]
Henkel, Sebastian G. [2 ]
Hengstler, Jan G. [5 ]
Schuster, Stefan [7 ]
Kaleta, Christoph [1 ,8 ]
Gebhardt, Rolf [9 ]
Zellmer, Sebastian [9 ,10 ]
Li, Pu [3 ]
机构
[1] Univ Jena, Res Grp Theoret Syst Biol, D-07743 Jena, Germany
[2] BioControl Jena GmbH, D-07745 Jena, Germany
[3] Ilmenau Univ Technol, Dept Simulat & Optimal Proc, D-98693 Ilmenau, Germany
[4] Univ Appl Sci Jena, Dept Med Engn & Biotechnol, D-07745 Jena, Germany
[5] Leibniz Res Ctr Working Environm & Human Factors, D-44139 Dortmund, Germany
[6] South Valley Univ, Fac Vet Med, Dept Forens Med & Toxicol, Qena, Egypt
[7] Univ Jena, Dept Bioinformat, D-07743 Jena, Germany
[8] Univ Kiel, Inst Expt Med, Res Grp Med Syst Biol, D-24105 Kiel, Germany
[9] Univ Leipzig, Fac Med, Inst Biochem, D-04103 Leipzig, Germany
[10] German Fed Inst Risk Assessment BfR, Dept Chem & Prod Safety, D-10589 Berlin, Germany
关键词
Liver zonation; Ammonia metabolism; Glutamine synthetase; Optimization; Systems biology; FATTY-ACID-METABOLISM; PERFUSED-RAT-LIVER; GLUTAMINE-SYNTHETASE; HEPATOCYTE HETEROGENEITY; HEPATIC ZONATION; MESSENGER-RNA; OPTIMIZATION; TRANSFORMATIONS; PATHWAYS; CARBON;
D O I
10.1007/s00204-015-1596-4
中图分类号
R99 [毒物学(毒理学)];
学科分类号
100405 ;
摘要
The rodent liver eliminates toxic ammonia. In mammals, three enzymes (or enzyme systems) are involved in this process: glutaminase, glutamine synthetase and the urea cycle enzymes, represented by carbamoyl phosphate synthetase. The distribution of these enzymes for optimal ammonia detoxification was determined by numerical optimization. This in silico approach predicted that the enzymes have to be zonated in order to achieve maximal removal of toxic ammonia and minimal changes in glutamine concentration. Using 13 compartments, representing hepatocytes, the following predictions were generated: glutamine synthetase is active only within a narrow pericentral zone. Glutaminase and carbamoyl phosphate synthetase are located in the periportal zone in a non-homogeneous distribution. This correlates well with the paradoxical observation that in a first step glutamine-bound ammonia is released (by glutaminase) although one of the functions of the liver is detoxification by ammonia fixation. The in silico approach correctly predicted the in vivo enzyme distributions also for non-physiological conditions (e.g. starvation) and during regeneration after tetrachloromethane (CCl4) intoxication. Metabolite concentrations of glutamine, ammonia and urea in each compartment, representing individual hepatocytes, were predicted. Finally, a sensitivity analysis showed a striking robustness of the results. These bioinformatics predictions were validated experimentally by immunohistochemistry and are supported by the literature. In summary, optimization approaches like the one applied can provide valuable explanations and high-quality predictions for in vivo enzyme and metabolite distributions in tissues and can reveal unknown metabolic functions.
引用
收藏
页码:2069 / 2078
页数:10
相关论文
共 33 条
[1]  
[Anonymous], 1996, REGULATION CELLULAR, DOI DOI 10.1007/978-1-4613-1161-4
[2]   Dynamic optimization identifies optimal programmes for pathway regulation in prokaryotes [J].
Bartl, Martin ;
Koetzing, Martin ;
Schuster, Stefan ;
Li, Pu ;
Kaleta, Christoph .
NATURE COMMUNICATIONS, 2013, 4
[3]  
Colnot S, 2011, MOL PATHOL LIB, V5, P7, DOI 10.1007/978-1-4419-7107-4_2
[4]   Hepatic zonation of carbon and nitrogen fluxes derived from glutamine and ammonia transformations [J].
Comar, Jurandir F. ;
Suzuki-Kemmelmeier, Fumie ;
Constantin, Jorgete ;
Bracht, Adelar .
JOURNAL OF BIOMEDICAL SCIENCE, 2010, 17
[5]   Flexibility of the hepatic zonation of carbon and nitrogen fluxes linked to lactate and pyruvate transformations in the presence of ammonia [J].
Comar, Jurandir Fernando ;
Suzuki-Kemmelmeier, Fumie ;
Nascimento, Ecio Alves ;
Bracht, Adelar .
AMERICAN JOURNAL OF PHYSIOLOGY-GASTROINTESTINAL AND LIVER PHYSIOLOGY, 2007, 293 (04) :G838-G849
[6]   HETEROGENEOUS DISTRIBUTION OF GLUTAMINE-SYNTHETASE AMONG RAT-LIVER PARENCHYMAL-CELLS INSITU AND IN PRIMARY CULTURE [J].
GEBHARDT, R ;
MECKE, D .
EMBO JOURNAL, 1983, 2 (04) :567-570
[7]   METABOLIC ZONATION OF THE LIVER - REGULATION AND IMPLICATIONS FOR LIVER-FUNCTION [J].
GEBHARDT, R .
PHARMACOLOGY & THERAPEUTICS, 1992, 53 (03) :275-354
[8]   Liver zonation: Novel aspects of its regulation and its impact on homeostasis [J].
Gebhardt, Rolf ;
Matz-Soja, Madlen .
WORLD JOURNAL OF GASTROENTEROLOGY, 2014, 20 (26) :8491-8504
[9]  
Ghallab AM, 2013, THESIS
[10]   SNOPT: An SQP algorithm for large-scale constrained optimization [J].
Gill, PE ;
Murray, W ;
Saunders, MA .
SIAM JOURNAL ON OPTIMIZATION, 2002, 12 (04) :979-1006