Genome-scale metabolic model of Helicobacter pylori 26695

被引:235
作者
Schilling, CH
Covert, MW
Famili, I
Church, GM
Edwards, JS
Palsson, BO
机构
[1] Genomat Inc, San Diego, CA 92121 USA
[2] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
[3] Harvard Univ, Sch Med, Dept Genet, Boston, MA 02115 USA
[4] Univ Delaware, Dept Chem Engn, Newark, DE 19716 USA
关键词
D O I
10.1128/JB.184.16.4582-4593.2002
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
A genome-scale metabolic model of Helicobacter pylori 26695 was constructed from genome sequence annotation, biochemical, and physiological data. This represents an in silico model largely derived from genomic information for an organism for which there is substantially less biochemical information available relative to previously modeled organisms such as Escherichia coli. The reconstructed metabolic network contains 388 enzymatic and transport reactions and accounts for 291 open reading frames. Within the paradigm of constraint-based modeling, extreme-pathway analysis and flux balance analysis were used to explore the metabolic capabilities of the in silico model. General network properties were analyzed and compared to similar results previously generated for Haemophilus influenzae. A minimal medium required by the model to generate required biomass constituents was calculated, indicating the requirement of eight amino acids, six of which correspond to essential human amino acids. In addition a list of potential substrates capable of fulfilling the bulk carbon requirements of H. pylori were identified. A deletion study was performed wherein reactions and associated genes in central metabolism were deleted and their effects were simulated under a variety of substrate availability conditions, yielding a number of reactions that are deemed essential. Deletion results were compared to recently published in vitro essentiality determinations for 17 genes. The in silico model accurately predicted 10 of 17 deletion cases, with partial support for additional cases. Collectively, the results presented herein suggest an effective strategy of combining in silico modeling with experimental technologies to enhance biological discovery for less characterized organisms and their genomes.
引用
收藏
页码:4582 / 4593
页数:12
相关论文
共 71 条
  • [61] The underlying pathway structure of biochemical reaction networks
    Schilling, CH
    Palsson, BO
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (08) : 4193 - 4198
  • [62] Schilling CH, 2000, BIOTECHNOL BIOENG, V71, P286, DOI 10.1002/1097-0290(2000)71:4<286::AID-BIT1018>3.0.CO
  • [63] 2-R
  • [64] Skouloubris S, 1998, INFECT IMMUN, V66, P4517
  • [65] Identification and characterization of an aliphatic amidase in Helicobacter pylori
    Skouloubris, S
    Labigne, A
    DeReuse, H
    [J]. MOLECULAR MICROBIOLOGY, 1997, 25 (05) : 989 - 998
  • [66] Amino acid utilisation and deamination of glutamine and asparagine by Helicobacter pylori
    Stark, RM
    Suleiman, MS
    Hassan, IJ
    Greenman, J
    Millar, MR
    [J]. JOURNAL OF MEDICAL MICROBIOLOGY, 1997, 46 (09) : 793 - 800
  • [67] Stark RM, 1995, BRIT J BIOMED SCI, V52, P282
  • [68] The complete genome sequence of the gastric pathogen Helicobacter pylori
    Tomb, JF
    White, O
    Kerlavage, AR
    Clayton, RA
    Sutton, GG
    Fleischmann, RD
    Ketchum, KA
    Klenk, HP
    Gill, S
    Dougherty, BA
    Nelson, K
    Quackenbush, J
    Zhou, LX
    Kirkness, EF
    Peterson, S
    Loftus, B
    Richardson, D
    Dodson, R
    Khalak, HG
    Glodek, A
    McKenney, K
    Fitzegerald, LM
    Lee, N
    Adams, MD
    Hickey, EK
    Berg, DE
    Gocayne, JD
    Utterback, TR
    Peterson, JD
    Kelley, JM
    Cotton, MD
    Weldman, JM
    Fujii, C
    Bowman, C
    Watthey, L
    Wallin, E
    Hayes, WS
    Weidman, JM
    Fujii, C
    Borodovsky, M
    Karp, PD
    Smith, HO
    Fraser, CM
    Venter, JC
    [J]. NATURE, 1997, 388 (6642) : 539 - 547
  • [69] METABOLIC FLUX BALANCING - BASIC CONCEPTS, SCIENTIFIC AND PRACTICAL USE
    VARMA, A
    PALSSON, BO
    [J]. BIO-TECHNOLOGY, 1994, 12 (10): : 994 - 998
  • [70] Mathematical models of metabolic pathways
    Varner, J
    Ramkrishna, D
    [J]. CURRENT OPINION IN BIOTECHNOLOGY, 1999, 10 (02) : 146 - 150