Using the reconstructed genome-scale human metabolic network to study physiology and pathology

被引:78
作者
Bordbar, A. [1 ]
Palsson, B. O. [1 ]
机构
[1] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
基金
美国国家卫生研究院;
关键词
constraints-based modelling; human metabolism; systems biology; IN-SILICO; SALMONELLA-TYPHIMURIUM; MATHEMATICAL-MODEL; COMMUNITY APPROACH; GENE-EXPRESSION; CONSTRAINT; CELL; PREDICTION; CANCER; ANNOTATION;
D O I
10.1111/j.1365-2796.2011.02494.x
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Metabolism plays a key role in many major human diseases. Generation of high-throughput omics data has ushered in a new era of systems biology. Genome-scale metabolic network reconstructions provide a platform to interpret omics data in a biochemically meaningful manner. The release of the global human metabolic network, Recon 1, in 2007 has enabled new systems biology approaches to study human physiology, pathology and pharmacology. There are currently more than 20 publications that utilize Recon 1, including studies of cancer, diabetes, host-pathogen interactions, heritable metabolic disorders and off-target drug binding effects. In this mini-review, we focus on the reconstruction of the global human metabolic network and four classes of its application. We show that computational simulations for numerous pathologies have yielded clinically relevant results, many corroborated by existing or newly generated experimental data.
引用
收藏
页码:131 / 141
页数:11
相关论文
共 75 条
[21]   Predicting selective drug targets in cancer through metabolic networks [J].
Folger, Ori ;
Jerby, Livnat ;
Frezza, Christian ;
Gottlieb, Eyal ;
Ruppin, Eytan ;
Shlomi, Tomer .
MOLECULAR SYSTEMS BIOLOGY, 2011, 7
[22]   Genome-scale reconstruction of the Saccharomyces cerevisiae metabolic network [J].
Förster, J ;
Famili, I ;
Fu, P ;
Palsson, BO ;
Nielsen, J .
GENOME RESEARCH, 2003, 13 (02) :244-253
[23]   Haem oxygenase is synthetically lethal with the tumour suppressor fumarate hydratase [J].
Frezza, Christian ;
Zheng, Liang ;
Folger, Ori ;
Rajagopalan, Kartik N. ;
MacKenzie, Elaine D. ;
Jerby, Livnat ;
Micaroni, Massimo ;
Chaneton, Barbara ;
Adam, Julie ;
Hedley, Ann ;
Kalna, Gabriela ;
Tomlinson, Ian P. M. ;
Pollard, Patrick J. ;
Watson, Dave G. ;
Deberardinis, Ralph J. ;
Shlomi, Tomer ;
Ruppin, Eytan ;
Gottlieb, Eyal .
NATURE, 2011, 477 (7363) :225-U132
[24]   ExPASy: the proteomics server for in-depth protein knowledge and analysis [J].
Gasteiger, E ;
Gattiker, A ;
Hoogland, C ;
Ivanyi, I ;
Appel, RD ;
Bairoch, A .
NUCLEIC ACIDS RESEARCH, 2003, 31 (13) :3784-3788
[25]   HepatoNet1: a comprehensive metabolic reconstruction of the human hepatocyte for the analysis of liver physiology [J].
Gille, Christoph ;
Boelling, Christian ;
Hoppe, Andreas ;
Bulik, Sascha ;
Hoffmann, Sabrina ;
Huebner, Katrin ;
Karlstaedt, Anja ;
Ganeshan, Ramanan ;
Koenig, Matthias ;
Rother, Kristian ;
Weidlich, Michael ;
Behre, Joern ;
Holzhuetter, Herrmann-Georg .
MOLECULAR SYSTEMS BIOLOGY, 2010, 6
[26]   Reconstruction and analysis of the genetic and metabolic regulatory networks of the central metabolism of Bacillus subtilis [J].
Goelzer, Anne ;
Brikci, Fadia Bekkal ;
Martin-Verstraete, Isabelle ;
Noirot, Philippe ;
Bessieres, Philippe ;
Aymerich, Stephane ;
Fromion, Vincent .
BMC SYSTEMS BIOLOGY, 2008, 2
[27]   In silico genome-scale reconstruction and validation of the Staphylococcus aureus metabolic network [J].
Heinemann, M ;
Kümmel, A ;
Ruinatscha, R ;
Panke, S .
BIOTECHNOLOGY AND BIOENGINEERING, 2005, 92 (07) :850-864
[28]   iBsu1103: a new genome-scale metabolic model of Bacillus subtilis based on SEED annotations [J].
Henry, Christopher S. ;
Zinner, Jenifer F. ;
Cohoon, Matthew P. ;
Stevens, Rick L. .
GENOME BIOLOGY, 2009, 10 (06)
[29]   A consensus yeast metabolic network reconstruction obtained from a community approach to systems biology [J].
Herrgard, Markus J. ;
Swainston, Neil ;
Dobson, Paul ;
Dunn, Warwick B. ;
Arga, K. Yalcin ;
Arvas, Mikko ;
Bluethgen, Nils ;
Borger, Simon ;
Costenoble, Roeland ;
Heinemann, Matthias ;
Hucka, Michael ;
Le Novere, Nicolas ;
Li, Peter ;
Liebermeister, Wolfram ;
Mo, Monica L. ;
Oliveira, Ana Paula ;
Petranovic, Dina ;
Pettifer, Stephen ;
Simeonidis, Evangelos ;
Smallbone, Kieran ;
Spasic, Irena ;
Weichart, Dieter ;
Brent, Roger ;
Broomhead, David S. ;
Westerhoff, Hans V. ;
Kirdar, Betuel ;
Penttila, Merja ;
Klipp, Edda ;
Palsson, Bernhard O. ;
Sauer, Uwe ;
Oliver, Stephen G. ;
Mendes, Pedro ;
Nielsen, Jens ;
Kell, Douglas B. .
NATURE BIOTECHNOLOGY, 2008, 26 (10) :1155-1160
[30]   Deep epistasis in human metabolism [J].
Imielinski, Marcin ;
Belta, Calin .
CHAOS, 2010, 20 (02)