Can sugars be produced from fatty acids? A test case for pathway analysis tools

被引:36
作者
de Figueiredo, Luis F. [1 ]
Schuster, Stefan [1 ]
Kaleta, Christoph [2 ]
Fell, David A. [3 ]
机构
[1] Univ Jena, Dept Bioinformat, D-07743 Jena, Germany
[2] Univ Jena, Biosyst Anal Grp, D-07743 Jena, Germany
[3] Oxford Brookes Univ, Sch Life Sci, Oxford OX3 0BP, England
基金
英国生物技术与生命科学研究理事会;
关键词
D O I
10.1093/bioinformatics/btn500
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: In recent years, several methods have been proposed for determining metabolic pathways in an automated way based on network topology. The aim of this work is to analyse these methods by tackling a concrete example relevant in biochemistry. It concerns the question whether even-chain fatty acids, being the most important constituents of lipids, can be converted into sugars at steady state. It was proved. five decades ago that this conversion using the Krebs cycle is impossible unless the enzymes of the glyoxylate shunt ( or alternative bypasses) are present in the system. Using this example, we can compare the various methods in pathway analysis. Results: Elementary modes analysis (EMA) of a set of enzymes corresponding to the Krebs cycle, glycolysis and gluconeogenesis supports the scientific evidence showing that there is no pathway capable of converting acetyl-CoA to glucose at steady state. This conversion is possible after the addition of isocitrate lyase and malate synthase (forming the glyoxylate shunt) to the system. Dealing with the same example, we compare EMA with two tools based on graph theory available online, PathFinding and Pathway Hunter Tool. These automated network generating tools do not succeed in predicting the conversions known from experiment. They sometimes generate unbalanced paths and reveal problems identifying side metabolites that are not responsible for the carbon net. flux. This shows that, for metabolic pathway analysis, it is important to consider the topology (including bimolecular reactions) and stoichiometry of metabolic systems, as is done in EMA.
引用
收藏
页码:2615 / 2621
页数:7
相关论文
共 53 条
[11]   Revisiting the glyoxylate cycle: alternate pathways for microbial acetate assimilation [J].
Ensign, SA .
MOLECULAR MICROBIOLOGY, 2006, 61 (02) :274-276
[12]   The growing scope of applications of genome-scale metabolic reconstructions using Escherichia coli [J].
Feist, Adam M. ;
Palsson, Bernhard O. .
NATURE BIOTECHNOLOGY, 2008, 26 (06) :659-667
[13]   FAT SYNTHESIS IN ADIPOSE-TISSUE - AN EXAMINATION OF STOICHIOMETRIC CONSTRAINTS [J].
FELL, DA ;
SMALL, JR .
BIOCHEMICAL JOURNAL, 1986, 238 (03) :781-786
[14]   Computation of elementary modes: a unifying framework and the new binary approach [J].
Gagneur, J ;
Klamt, S .
BMC BIOINFORMATICS, 2004, 5 (1)
[15]   EVIDENCE FOR MALIC SYNTHETASE IN ANIMAL TISSUES [J].
GANGULI, NC ;
CHAKRAVERTY, K .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1961, 83 (11) :2581-&
[16]   GLYOXYLATE CYCLE IN TOAD URINARY-BLADDER - POSSIBLE STIMULATION BY ALDOSTERONE [J].
GOODMAN, DBP ;
DAVIS, WL ;
JONES, RG .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA-BIOLOGICAL SCIENCES, 1980, 77 (03) :1521-1525
[17]   GLUCONEOGENESIS FROM ACETONE IN STARVED RATS [J].
HETENYI, G ;
FERRAROTTO, C .
BIOCHEMICAL JOURNAL, 1985, 231 (01) :151-155
[18]   Insights into the autotrophic CO2 fixation pathway of the archaeon Ignicoccus hospitalis:: Comprehensive analysis of the central carbon metabolism [J].
Jahn, Ulrike ;
Huber, Harald ;
Eisenreich, Wolfgang ;
Huegler, Michael ;
Fuchs, Georg .
JOURNAL OF BACTERIOLOGY, 2007, 189 (11) :4108-4119
[19]   The large-scale organization of metabolic networks [J].
Jeong, H ;
Tombor, B ;
Albert, R ;
Oltvai, ZN ;
Barabási, AL .
NATURE, 2000, 407 (6804) :651-654