Comparative Genome-Scale Metabolic Reconstruction and Flux Balance Analysis of Multiple Staphylococcus aureus Genomes Identify Novel Antimicrobial Drug Targets

被引:116
作者
Lee, Deok-Sun [2 ,3 ,4 ,5 ,6 ,7 ]
Burd, Henry [1 ]
Liu, Jiangxia [8 ]
Almaas, Eivind [9 ]
Wiest, Olaf [10 ]
Barabasi, Albert-Laszlo [2 ,3 ,4 ,5 ,6 ]
Oltvai, Zoltan N. [8 ]
Kapatral, Vinayak [1 ]
机构
[1] Integrated Genom Inc, 2201 W Campbell Pk Dr, Chicago, IL 60612 USA
[2] Northeastern Univ, Ctr Complex Network Res, Boston, MA 02215 USA
[3] Northeastern Univ, Dept Phys, Boston, MA 02215 USA
[4] Northeastern Univ, Dept Biol, Boston, MA 02215 USA
[5] Northeastern Univ, Dept Comp Sci, Boston, MA 02215 USA
[6] Dana Farber Canc Inst, Ctr Canc Syst Biol, Boston, MA 02215 USA
[7] Inha Univ, Dept Nat Med Sci, Inchon 402751, South Korea
[8] Univ Pittsburgh, Dept Pathol, Pittsburgh, PA 15261 USA
[9] Lawrence Livermore Natl Lab, Biosci & Biotechnol Div, Livermore, CA 94551 USA
[10] Univ Notre Dame, Dept Chem & Biochem, Notre Dame, IN 46556 USA
关键词
ESCHERICHIA-COLI; SEQUENCE; NETWORK; GENES; IDENTIFICATION; INFECTIONS; EVOLUTION; DISCOVERY; DRAFT;
D O I
10.1128/JB.01743-08
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Mortality due to multidrug-resistant Staphylococcus aureus infection is predicted to surpass that of human immunodeficiency virus/AIDS in the United States. Despite the various treatment options for S. aureus infections, it remains a major hospital- and community-acquired opportunistic pathogen. With the emergence of multidrug-resistant S. aureus strains, there is an urgent need for the discovery of new antimicrobial drug targets in the organism. To this end, we reconstructed the metabolic networks of multidrug-resistant S. aureus strains using genome annotation, functional-pathway analysis, and comparative genomic approaches, followed by flux balance analysis-based in silico single and double gene deletion experiments. We identified 70 single enzymes and 54 pairs of enzymes whose corresponding metabolic reactions are predicted to be unconditionally essential for growth. Of these, 44 single enzymes and 10 enzyme pairs proved to be common to all 13 S. aureus strains, including many that had not been previously identified as being essential for growth by gene deletion experiments in S. aureus. We thus conclude that metabolic reconstruction and in silico analyses of multiple strains of the same bacterial species provide a novel approach for potential antibiotic target identification.
引用
收藏
页码:4015 / 4024
页数:10
相关论文
共 30 条
[1]   Global organization of metabolic fluxes in the bacterium Escherichia coli [J].
Almaas, E ;
Kovács, B ;
Vicsek, T ;
Oltvai, ZN ;
Barabási, AL .
NATURE, 2004, 427 (6977) :839-843
[2]   The activity reaction core and plasticity of metabolic networks [J].
Almaas, Eivind ;
Oltvai, Zoltan N. ;
Barabasi, Albert-Laszlo .
PLOS COMPUTATIONAL BIOLOGY, 2005, 1 (07) :557-563
[3]   Genome sequence of Staphylococcus aureus strain newman and comparative analysis of staphylococcal genomes:: Polymorphism and evolution of two major pathogenicity islands [J].
Baba, Tadashi ;
Bae, Taeok ;
Schneewind, Olaf ;
Takeuchi, Fumihiko ;
Hiramatsu, Keiichi .
JOURNAL OF BACTERIOLOGY, 2008, 190 (01) :300-310
[4]   Genome-scale reconstruction of the metabolic network in Staphylococcus aureus N315: an initial draft to the two-dimensional annotation [J].
Becker, SA ;
Palsson, BO .
BMC MICROBIOLOGY, 2005, 5 (1)
[5]   Draft sequencing and comparative genomics of Xylella fastidiosa strains reveal novel biological insights [J].
Bhattacharyya, A ;
Stilwagen, S ;
Reznik, G ;
Feil, H ;
Feil, WS ;
Anderson, I ;
Bernal, A ;
D'Souza, M ;
Ivanova, N ;
Kapatral, V ;
Larsen, N ;
Los, T ;
Lykidis, A ;
Selkov, E ;
Walunas, TL ;
Purcell, A ;
Edwards, RA ;
Hawkins, T ;
Haselkorn, R ;
Overbeek, R ;
Kyrpides, NC ;
Predki, PF .
GENOME RESEARCH, 2002, 12 (10) :1556-1563
[6]   Antibiotic interactions that select against resistance [J].
Chait, Remy ;
Craney, Allison ;
Kishony, Roy .
NATURE, 2007, 446 (7136) :668-671
[7]   The genomic aspect of virulence, sepsis, and resistance to killing mechanisms in Staphylococcus aureus [J].
Cheung A.L. ;
Projan S.J. ;
Gresham H. .
Current Infectious Disease Reports, 2002, 4 (5) :400-410
[8]   Multiple knockout analysis of genetic robustness in the yeast metabolic network [J].
Deutscher, David ;
Meilijson, Isaac ;
Kupiec, Martin ;
Ruppin, Eytan .
NATURE GENETICS, 2006, 38 (09) :993-998
[9]   A genome-scale metabolic reconstruction for Escherichia coli K-12 MG1655 that accounts for 1260 ORFs and thermodynamic information [J].
Feist, Adam M. ;
Henry, Christopher S. ;
Reed, Jennifer L. ;
Krummenacker, Markus ;
Joyce, Andrew R. ;
Karp, Peter D. ;
Broadbelt, Linda J. ;
Hatzimanikatis, Vassily ;
Palsson, Bernhard O. .
MOLECULAR SYSTEMS BIOLOGY, 2007, 3
[10]   Reconstruction of biochemical networks in microorganisms [J].
Feist, Adam M. ;
Herrgard, Markus J. ;
Thiele, Ines ;
Reed, Jennie L. ;
Palsson, Bernhard O. .
NATURE REVIEWS MICROBIOLOGY, 2009, 7 (02) :129-143