Nothing Special   »   [go: up one dir, main page]

skip to main content
10.5555/2492708.2492768acmconferencesArticle/Chapter ViewAbstractPublication PagesdateConference Proceedingsconference-collections
research-article

Genetic/bio design automation for (re-)engineering biological systems

Published: 12 March 2012 Publication History

Abstract

Constructing biological circuits in a bottom-up modular fashion using design methodologies similar to those used in electronics has gained tremendous attention in the past decade. The end goal, however, is engineering biological systems and not only individual components in the context of pursuing applications useful in improving human health or enhancing the environment. This article reviews the basics of biological system design rooted in Metabolic Engineering and Systems Biology and outlines current system-level modeling, analysis, optimization, and synthesis with emphasis on some current bottlenecks in establishing more rigorous design tools and methodologies for engineering biological systems.

References

[1]
W. C. Ruder, T. Lu, and J. J. Collins, "Synthetic biology moving into the clinic," Science, vol. 333, no. 6047, pp. 1248--1252, 2011.
[2]
Y.-S. Jang, J. M. Park, S. Choi, Y. J. Choi, D. Y. Seung, J. H. Cho, and S. Y. Lee, "Engineering of microorganisms for the production of biofuels and perspectives based on systems metabolic engineering approaches." Biotechnology advances, 2011.
[3]
Y. Wang, J. Wu, K. Skalina, and B. Pfeifer, "Complete biosynthesis of erythromycin a and designed analogs using E. coli as a heterologous host," Chemistry and Biology, vol. 17, no. 11, pp. 1232--1240, Nov 2010.
[4]
R. P. Shetty, D. Endy, and T. F. Knight, "Engineering biobrick vectors from biobrick parts." Journal of Biological Engineering, vol. 2, 2008.
[5]
J. C. Anderson, J. E. Dueber, M. Leguia, G. C. Wu, J. A. Goler, A. P. Arkin, and J. D. Keasling, "Bglbricks: A flexible standard for biological part assembly." Journal of Biological Engineering, vol. 4, no. 1, 2010.
[6]
H. H. Wang, F. J. Isaacs, P. A. Carr, Z. Z. Sun, G. Xu, C. R. Forest, and G. M. Church, "Programming cells by multiplex genome engineering and accelerated evolution," Nature, vol. 460, no. 7257, pp. 894--898, Jul 2009.
[7]
A. P. Arkin and D. A. Fletcher, "Fast, cheap and somewhat in control," Genome Biol, vol. 7, no. 8, p. 114, 2006.
[8]
J. R. Anthony, L. C. Anthony, F. Nowroozi, G. Kwon, J. D. Newman, and J. D. Keasling, "Optimization of the mevalonate-based isoprenoid biosynthetic pathway in Escherichia coli for production of the antimalarial drug precursor amorpha-4,11-diene," Metabolic Engineering, vol. 11, no. 1, pp. 13--9, Jan 2009.
[9]
Y. Y. Chen and C. D. Smolke, "From dna to targeted therapeutics: bringing synthetic biology to the clinic," Science Translational Medicine, vol. 3, no. 106, p. 106ps42, Oct 2011.
[10]
H. Koeppl, D. Densmore, G. Setti, and M. E. di Bernardo, Design and Analysis of Biomolecular Circuits. Springer, 2011.
[11]
M. W. Lux, B. W. Bramlett, D. A. Ball, and J. Peccoud, "Genetic design automation: Engineering fantasy or scientific renewal?" Trends in Biotechnology, pp. 1--7, 2011.
[12]
C. Myers, Engineering Genetic Circuits. Chapman & Hall/CRC, 2009.
[13]
W. Liebermeister and E. Klipp, "Bringing metabolic networks to life: convenience rate law and thermodynamic constraints." Theoretical biology & medical modelling, vol. 3, p. 41, 2006.
[14]
A. M. Feist and B. Ø. Palsson, "The growing scope of applications of genome-scale metabolic reconstructions using Escherichia coli." Nature biotechnology, vol. 26, pp. 659--67, 2008.
[15]
I. Thiele and B. Palsson, "A protocol for generating a high-quality genome-scale metabolic reconstruction," Nature Protocols, vol. 5, pp. 93--121, 2010.
[16]
C. S. Henry, M. DeJongh, A. a Best, P. M. Frybarger, B. Linsay, and R. L. Stevens, "High-throughput generation, optimization and analysis of genome-scale metabolic models." Nature biotechnology, vol. 28, pp. 977--82, 2010.
[17]
R. S. Costa, D. Machado, I. Rocha, and E. C. Ferreira, "Critical perspective on the consequences of the limited availability of kinetic data in metabolic dynamic modelling." IET systems biology, vol. 5, no. 3, pp. 157--163, 2011.
[18]
C. G. Moles, P. Mendes, and J. R. Banga, "Parameter estimation in biochemical pathways: a comparison of global optimization methods," Genome Research, vol. 13, no. 11, pp. 2467--74, 2003.
[19]
D. A. Beard, S. D. Liang, and H. Qian, "Energy balance for analysis of complex metabolic networks," Biophysical Journal, vol. 83, no. 1, pp. 79--86, Jul 2002.
[20]
M. D. Jankowski, C. S. Henry, L. J. Broadbelt, and V. Hatzimanikatis, "Group contribution method for thermodynamic analysis of complex metabolic networks," Biophysical Journal, vol. 95, no. 3, pp. 1487--99, Aug 2008.
[21]
C. S. Henry, L. J. Broadbelt, and V. Hatzimanikatis, "Thermodynamics-based metabolic flux analysis," Biophysical Journal, vol. 92, no. 5, pp. 1792--805, Oct 2007.
[22]
A. A. Alonso and J. R. B. José-Oscar H. Sendín, "Multi-objective optimization of biological networks for prediction of intracellular fluxes," International Workshop on Practical Applications of Computational Biology and Bioinformatics, vol. 49, pp. 197--205, 2009.
[23]
N. Price, J. Reed, and B. Palsson, "Genome-scale models of microbial cells: evaluating the consequences of constraints," Nature Reviews Microbiology, vol. 2, no. 11, pp. 886--97, 2004.
[24]
M. Yeung, I. Thiele, and B. O. Palsson, "Estimation of the number of extreme pathways for metabolic networks," BMC Bioinformatics, vol. 8, no. 1, p. 363, 2007.
[25]
S. Schuster, T. Pfeiffer, F. Moldenhauer, I. Koch, and T. Dandekar, "Exploring the pathway structure of metabolism: decomposition into subnetworks and application to mycoplasma pneumoniae," Bioinformatics, vol. 18, no. 2, pp. 351--61, Feb 2002.
[26]
C. Kaleta, L. F. de Figueiredo, and S. Schuster, "Can the whole be less than the sum of its parts? pathway analysis in genome-scale metabolic networks using elementary flux patterns," Genome Res, vol. 19, no. 10, pp. 1872--83, Oct 2009.
[27]
D. Jevremović, C. Trinh, F. Srienc, C. Sosa, and D. Boley, "Parallelization of nullspace algorithm for the computation of metabolic pathways," Parallel computing, vol. 37, pp. 261--278, 2011.
[28]
S. Klamt, J. Gagneur, and A. von Kamp, "Algorithmic approaches for computing elementary modes in large biochemical reaction networks," Syst Biol (Stevenage), vol. 152, no. 4, pp. 249--55, Dec 2005.
[29]
N. Samatova, A. Geist, G. Ostrouchov, and M. A, "Parallel out-of-core algorithm for genome-scale enumeration of metabolic systemic pathways," International Parallel and Distributed Processing Symposium, 2002.
[30]
R. Urbanczik and C. Wagner, "An improved algorithm for stoichiometric network analysis: theory and applications," Bioinformatics, vol. 21, no. 7, pp. 1203--10, Apr 1 2005.
[31]
E. Ullah, K. Lee, and S. Hassoun, "A weighted graph algorithm for identifying dominant-edge metabolic pathways," in International Conference on Computer-Aided Design, Nov, 2009, pp. 144--150.
[32]
M. L. Mavrovouniotis, G. Stephanopoulos, and G. Stephanopoulos, "Computer-aided synthesis of biochemical pathways," Biotechnol Bioeng, vol. 36, no. 11, pp. 1119--32, Dec 1990.
[33]
K. Ip, C. Colijn, and D. S. Lun, "Analysis of complex metabolic behavior through pathway decomposition," BMC Systems Biology, vol. 5, no. 1, 2011.
[34]
S. Ranganathan, P. F. Suthers, and C. D. Maranas, "OptForce: an optimization procedure for identifying all genetic manipulations leading to targeted overproductions," PLoS Computational Biology, vol. 6, no. 4, Apr 2010.
[35]
D. S. Lun, G. Rockwell, N. J. Guido, M. Baym, J. A. Kelner, B. Berger, J. E. Galagan, and G. M. Church, "Large-scale identification of genetic design strategies using local search," Molecular Systems Biology, vol. 5, no. 296, 2009.
[36]
S. K. Lee, H. Chou, T. S. Ham, T. S. Lee, and J. D. Keasling, "Metabolic engineering of microorganisms for biofuels production: from bugs to synthetic biology to fuels," Curr Opin Biotechnol, vol. 19, no. 6, pp. 556--63, Dec 2008.
[37]
D. Segre, D. Vitkup, and G. M. Church, "Analysis of optimality in natural and perturbed metabolic networks," Proc Natl Acad Sci U S A, vol. 99, no. 23, pp. 15 112--7, Nov 2002.
[38]
D. Fell, Understanding the Control of Metabolism. Portland Pr, 1997.
[39]
D. C. McShan, S. Rao, and I. Shah, "Pathminer: predicting metabolic pathways by heuristic search," Bioinformatics, vol. 19, pp. 1692--1698, Sep 2003.
[40]
E. Pitkanen, P. Jouhten, and J. Rousu, "Inferring branching pathways in genome-scale metabolic networks," BMC Syst Biol, vol. 3, p. 103, 2009.
[41]
Y. Moriya, D. Shigemizu, M. Hattori, T. Tokimatsu, M. Kotera, S. Goto, and M. Kanehisa, "Pathpred: an enzyme-catalyzed metabolic pathway prediction server," Nucleic Acids Research, vol. 38, pp. 138--143, Jul 2010.
[42]
P. Pharkya, A. P. Burgard, and C. D. Maranas, "Optstrain: A computational framework for redesign of microbial production systems," Genome Research, vol. 14, no. 11, pp. 2367--2376, 2004.
[43]
M. Yousofshahi, K. Lee, and S. Hassoun, "Probabilistic pathway construction," Metabolic Engineering, vol. 13, no. 4, pp. 435--44, Jul 2011.
[44]
A. M. Weeks and M. C. Chang, "Constructing de novo biosynthetic pathways for chemical synthesis inside living cells," Biochemistry, vol. 50, no. 24, pp. 5404--18, Jun 2011.
[45]
P. M. Boyle and P. A. Silver, "Parts plus pipes: Synthetic biology approaches to metabolic engineering," Metabolic Engineering, 2011.

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
DATE '12: Proceedings of the Conference on Design, Automation and Test in Europe
March 2012
1690 pages
ISBN:9783981080186

Sponsors

Publisher

EDA Consortium

San Jose, CA, United States

Publication History

Published: 12 March 2012

Check for updates

Qualifiers

  • Research-article

Conference

DATE '12
Sponsor:
  • EDAA
  • EDAC
  • SIGDA
  • The Russian Academy of Sciences
DATE '12: Design, Automation and Test in Europe
March 12 - 16, 2012
Dresden, Germany

Acceptance Rates

Overall Acceptance Rate 518 of 1,794 submissions, 29%

Upcoming Conference

DATE '25
Design, Automation and Test in Europe
March 31 - April 2, 2025
Lyon , France

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • 0
    Total Citations
  • 40
    Total Downloads
  • Downloads (Last 12 months)2
  • Downloads (Last 6 weeks)0
Reflects downloads up to 18 Nov 2024

Other Metrics

Citations

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media