Computational Framework for Predictive Biodegradation

被引:75
作者
Finley, Stacey D. [2 ]
Broadbelt, Linda J. [2 ]
Hatzimanikatis, Vassily [1 ]
机构
[1] Ecole Polytech Fed Lausanne, SIB, Lab Computat Syst Biotechnol, CH-1015 Lausanne, Switzerland
[2] NW Univ, Robert R McCormick Sch Engn & Appl Sci, Dept Chem & Biol Engn, Evanston, IL USA
关键词
bioremediation; complex networks; metabolic engineering; network analysis; reaction pathway analysis; THERMODYNAMIC ANALYSIS; MICROBIAL DIVERSITY; PATHWAY PREDICTION; METABOLIC NETWORKS; BIOREMEDIATION; MICROORGANISMS; BIOTECHNOLOGY; TOXICITY;
D O I
10.1002/bit.22489
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
As increasing amounts of anthropogenic chemicals are released into the environment, it is vital to human health and the preservation of ecosystems to evaluate the fate of these chemicals in the environment. It is useful to predict whether a particular compound is biodegradable and if alternate routes can be engineered for compounds already known to be biodegradable. In this work, we describe a computational framework (called BNICE) that can be used for the prediction of novel biodegradation pathways of xenobiotics. The framework was applied to 4-chlorobiphenyl, phenanthrene, g-hexachlorocyclohexane, and 1,2,4-trichlorobenzene, compounds representing various classes of xenobiotics with known biodegradation routes. BNICE reproduced the proposed biodegradation routes found experimentally, and in addition, it expanded the biodegradation reaction networks through the generation of novel compounds and reactions. The novel reactions involved in the biodegradation of 1,2,4-trichlorobenzene were studied in depth, where pathway and thermodynamic analyses were performed. This work demonstrates that BNICE can be applied to generate novel pathways to degrade xenobiotic compounds that are thermodynamically feasible alternatives to known biodegradation routes and attractive targets for metabolic engineering. Biotechnol. Bioeng. 2009; 104: 1086-1097. (C) 2009 Wiley Periodicals, Inc.
引用
收藏
页码:1086 / 1097
页数:12
相关论文
共 35 条
[1]   COMPUTER-GENERATED PYROLYSIS MODELING - ON-THE-FLY GENERATION OF SPECIES, REACTIONS, AND RATES [J].
BROADBELT, LJ ;
STARK, SM ;
KLEIN, MT .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1994, 33 (04) :790-799
[2]   Environmental biotechnology: Challenges and opportunities for chemical engineers [J].
Chen, W ;
Mulchandani, A ;
Deshusses, MA .
AICHE JOURNAL, 2005, 51 (03) :690-695
[3]  
Darvas F., 1987, QSAR ENV TOXICOLOGY, P71, DOI 10.1007/978-94-009-3937-0_7
[4]   THE LIVER, KIDNEY, AND THYROID TOXICITY OF CHLORINATED BENZENES [J].
DENBESTEN, C ;
VET, JJRM ;
BESSELINK, HT ;
KIEL, GS ;
VANBERKEL, BJM ;
BEEMS, R ;
VANBLADEREN, PJ .
TOXICOLOGY AND APPLIED PHARMACOLOGY, 1991, 111 (01) :69-81
[5]   Biotechnology and bioremediation: successes and limitations [J].
Dua, M ;
Singh, A ;
Sethunathan, N ;
Johri, AK .
APPLIED MICROBIOLOGY AND BIOTECHNOLOGY, 2002, 59 (2-3) :143-152
[6]   The University of Minnesota pathway prediction system: predicting metabolic logic [J].
Ellis, Lynda B. M. ;
Gao, Junfeng ;
Fenner, Kathrin ;
Wackett, Lawrence P. .
NUCLEIC ACIDS RESEARCH, 2008, 36 :W427-W432
[7]   The University of Minnesota Biocatalysis/Biodegradation Database: the first decade [J].
Ellis, Lynda B. M. ;
Roe, Dave ;
Wackett, Lawrence P. .
NUCLEIC ACIDS RESEARCH, 2006, 34 :D517-D521
[8]   Thermodynamic Analysis of Biodegradation Pathways [J].
Finley, Stacey D. ;
Broadbelt, Linda J. ;
Hatzimanikatis, Vassily .
BIOTECHNOLOGY AND BIOENGINEERING, 2009, 103 (03) :532-541
[9]   The environmental fate of organic pollutants through the global microbial metabolism [J].
Gomez, Manuel J. ;
Pazos, Florencio ;
Guijarro, Francisco J. ;
de Lorenzo, Victor ;
Valencia, Alfonso .
MOLECULAR SYSTEMS BIOLOGY, 2007, 3 (1)
[10]   Theoretical considerations and computational analysis of the complexity in polyketide synthesis pathways [J].
González-Lergier, J ;
Broadbelt, LJ ;
Hatzimanikatis, V .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2005, 127 (27) :9930-9938