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IPK Gatersleben > Research > Dept. Physiology and Cell Biology > Systems Biology
 

 

Systems Biology
Head: Dr. Björn Junker
Tel: +49 (0)39482 5773
Fax: +49 (0)39482 5407
Email: junker@ipk-gatersleben.de
 November 2010
Research Interest

The research group is investigating different biochemical and molecular biological aspects in plants by applying systems biology methods. The major scientific focus is the metabolism of plant seeds. The speciality of this work is the combination of the methods used: within one research group, mathematical models of metabolism are created, and the experimental data necessary for these models is generated. Thus, the work is divided approximately 50/50 into experimental methods for data generation and theoretical methods for data processing and prediction.
 
Research objects are members of the legume family, e.g. the crop plant pea (Pisum sativum) and the model plant barrel medic (Medicago truncatula), and furthermore barley (Hordeum vulgare), wheat (Triticum aestivum), and rice (Oryza sativa) representing monocotyledons. In these systems, different issues in primary metabolism are addressed, with a strong focus on processes during the storage product accumulation phase in seeds.
 
Theoretical methods applied in the group are mainly kinetic modeling of parts of plant metabolism, including parameter estimation and metabolic control analysis, as well as stoichiometric modeling of the entire central metabolism for the investigation of structural network properties and flux balance analysis. Die basis for these models are experiments, in which metabolite concentrations (by UPLC, GC-MS, and LC-MS/MS), enzyme activities (by robotized cycling assays), and metabolic fluxes (by stable isotope labelling, detection by GC-MS and LC-MS/MS) are measured.
 
The junior research group is mainly funded by the German Federal Ministry of Education and Research (BMBF) in the frame of the FORSYS-Partner program (systems biology research units). There is a strong connection to the FORSYS center GoForSys at Potsdam University and at the Max-Planck-Institute of Molecular Plant Physiology in Potsdam-Golm.
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Recent References
201220112010200920082007200620052004
[ ^ ] 2012
2012 GALLARDO, K., B.H. JUNKER & B. TEULAT-MERAH Exploiting model species for studies of legume seed biology. Grain Legumes Magazine, in press.
[ ^ ] 2011
2011 BAKER, S.M., C.H. POSKAR & B.H. JUNKER Unscented Kalman Filter with parameter identifiability analysis for the estimation of multiple parameters in kinetic models. EURASIP Journal on Bioinformatics and Systems Biology, in press.
2011 LOTZ, K., A. HARTMANN, E. GRAFAHREND-BELAU, F. SCHREIBER & B.H. JUNKER Flux balance analysis, elementary flux modes and their applications to plant metabolism. In: G. Sriram (Ed.), Plant Metabolism: Methods and Protocols. Methods in Molecular Biology, in press.
2011 JUNKER, A. & B.H. JUNKER Synthetic gene networks in plant systems. In: W. Weber, M. Fussenegger (Eds.), Synthetic gene networks. Methods in Molecular Biology, in press.
2011 WEISE, S., J. CHEN; B.H. JUNKER, M. KLAPPERSTÜCK, M. LANGE, F. SCHREIBER & U. SCHOLZ

Das Informationssystem MetaCrop zur Unterstützung systembiologischer Forschung an Kulturpflanzen. Information Technology (in press).

2011 KRACH, C., E. GRAFAHREND-BELAU,H.POSKAR, K. SCHALLAU, F. SCHREIBER & B.H. JUNKER

Using systems approaches to analyze metabolic networks involved in storage reserve synthesis in developing seeds. In: G.K. Agrawal & R. Rakwal (Eds.), Seed development: omics technologies toward improvement of seed quality and crop yield, Springer, Netherlands (in press).

2011 GRAFAHREND-BELAU, E., B.H. JUNKER & F. SCHREIBER Plant metabolic pathways: Database and pipeline for stoichiometric analysis. In: G.K. Agrawal & R. Rakwal (Eds.), Seed development: omics technologies toward improvement of seed quality and crop yield, Springer, Netherlands, in press.
2011 JUNKER, B.H. Steady-state 13C flux analysis in plants (in German). Biospektrum 17: 230-232.
2011 SCHUSTER,S. & B.H. JUNKER Topological analysis of metabolic and regulatory networks. In: KOCH, I., W. REISIG & F. SCHREIBER (Eds.): Modeling in Systems Biology: The Petri Net Approach. NY, USA 209-225.
2011 LIIVING, T., S.M. BAKER & B.H. JUNKER Biochemical Fudamentals. In: KOCH, I., W. REISIG & F. SCHREIBER (Eds.): Modeling in Systems Biology:  the Petri Net Approach. Springer, NY, USA (2011) 19-36.
[ ^ ] 2010
2010 SCHUSTER, S. & B.H. JUNKER Topological analysis of metabolic and regulatory networks. In I. KOCH, W. REISIG & F. SCHREIBER (Eds.): Modeling in Systems Biology: The Petri Net Approach. Springer, NY, USA, p209-224.
2010 LIIVING, T., S.M. BAKER & B.H. JUNKER Biochemical Fundamentals. In I. KOCH, W. REISIG & F. SCHREIBER (Eds.): Modeling in Systems Biology: The Petri Net Approach. Springer, NY, USA, p19-36.
2010 BAKER, S.M. & B.H. JUNKER Adaptive Unscented Kalman Filter for estimation of parameters in kinetic metabolic models. Proceedings of the 4th International Conference on Computational Systems Biology, pp. 185-186.
2010 KOSCHÜTZKI, D., B.H. JUNKER, J. SCHWENDER & F. SCHREIBER Structural analysis of metabolic networks based on flux analysis. Journal of Theoretical Biology 265: 261-269.
2010 SREENIVASULU, N., L. BORISJUK, B.H. JUNKER, H.P. MOCK, H. ROLLETSCHEK, U. SEIFFERT, W. WESCHKE & U. WOBUS

Barley grain development: towards an integrative view. International Review of Cell and Molecular Biology 281: 49-89.

2010 SCHALLAU, K. & B.H. JUNKER
Simulating plant metabolic pathways with enzyme-kinetic models. Plant Physiology 152: 1763-1771.
2010 BAKER, S.M., K. SCHALLAU & B.H. JUNKER Comparison of different algorithms for simultaneous estimation of multiple parameters in kinetic metabolic models. Journal of Integrative Bioinformatics 7: e133.
2010 HIPPE, K., C. COLMSEE, T. CZAUDERNA, E. GRAFAHREND-BELAU, B.H. JUNKER, C. KLUKAS, U. SCHOLZ, F. SCHREIBER & S. WEISE Novel developments of the MetaCrop information system for facilitating systems biological approaches. Journal of Integrative Bioinformatics 7: e125.
2010 FLOSS D.M., K. SCHALLAU, S. ROSE-JOHN, U. CONRAD & J. SCHELLER
Elastin-like polypeptides revolutionize recombinant protein expression and their biomedical application. Trends in Biotechnology 28: 37-45.
[ ^ ] 2009
2009 LEMKE, R., M. HAJIREZAEI, B.H. JUNKER, J. MÜLLER, B. USADEL, R. WÜNSCHIERS & F. SCHREIBER Mehrskalen-Stoffwechselmodelle von Getreiden: Ein integrativer systembiologischer Ansatz für die Biomasseforschung. GenomXpress 4, 16-18.
2009 WEISE, S., C. COLMSEE, E. GRAFAHREND-BELAU, B. JUNKER, C. KLUKAS, M. LANGE, U. SCHOLZ & F. SCHREIBER (In German) Data exchange and integration for modeling and analysis of metabolic networks with the example of crop plants. In: S. Fischer, E. Maehle, R. Reischuk, (Eds.), INFORMATIK 2009 – Im Focus das Leben, Beiträge der 39. Jahrestagung der Gesellschaft für Informatik e.V. (GI). Lecture Notes in Informatics, Vol. P-154, pp693–697.
2009 GRAFAHREND-BELAU, E., C. KLUKAS, B.H. JUNKER & F. SCHREIBER FBA-SimVis: Interactive visualization of constraint-based metabolic models. Bioinformatics 25: 2755-2757.
2009 WEISE, S., C. COLMSEE, E. GRAFAHREND-BELAU, B. JUNKER, C. KLUKAS, M. LANGE, U. SCHOLZ & F. SCHREIBER An integration and analysis pipeline for systems biology in crop plant metabolism. Proc. Intl. Wsh. on Data Integration in the Life Sciences (DILS'09), accepted.
2009 GRAFAHREND-BELAU, E., B.H. JUNKER, C. KLUKAS, D. KOSCHÜTZKI, F. SCHREIBER & H. SCHWÖBBERMEYER Topology of plant metabolic networks. In J. SCHWENDER: Plant Metabolic Networks, Springer, New York, USA.
2009 STEUER, R. & B.H. JUNKER
Computational models of metabolism: stability and regulation in metabolic networks. Advances in Chemical Physics 142: 105-251.
 
2009 GRAFAHREND-BELAU, E., F. SCHREIBER, D. KOSCHÜTZKI, & B.H. JUNKER
Flux balance analysis of barley seeds: a computational approach to study systemic properties of central metabolism. Plant Physiology 149: 585-598.
[ ^ ] 2008
2008 GRAFAHREND-BELAU, E., B.H. JUNKER, D. KOSCHÜTZKI, C. KLUKAS, S. WEISE, U. SCHOLZ & F. SCHREIBER
Towards systems biology of developing barley grains: a framework for modeling metabolism. 5th International Workshop on Computational Systems Biology (WCSB), Leipzig. 50-53.
2008 JUNKER, B.H.
Networks in Biology. In: Junker, B.H. & F. Schreiber (Eds.): Analysis of Biological Networks. Wiley Series on Bioinformatics: Computational Techniques and Engineering. JohnWiley & Sons, Hoboken, NJ, USA, p3-14.
 
2008 JUNKER, B.H. & F. SCHREIBER (EDS.)
Analysis of Biological Networks. Wiley Series on Bioinformatics: Computational Techniques and Engineering. John Wiley & Sons, Hoboken, NJ, USA. 346 pp.
 
2008 GRAFAHREND-BELAU, E., F. SCHREIBER, F. SPEER, M. HEINER, A. SACKMANN, B.H. JUNKER, S. GRUNWALD, A. SPEER, K. WINDER & I. KOCH
Modularization of biochemical networks based on classification of Petri net t-invariants. BMC Bioinformatics 9: e90.
2008 GRAFAHREND-BELAU, E., S. WEISE, D. KOSCHÜTZKI, U. SCHOLZ, B.H. JUNKER & F. SCHREIBER
MetaCrop: a detailed database of crop plant metabolism. Nucleic Acids Res. 36: D954-D958.
 
[ ^ ] 2007
2007 JUNKER, B.H., J. LONIEN, L.E. HEADY, A. ROGERS & J. SCHWENDER
Parallel determination of enzyme activities and in vivo fluxes in oilseed embryos reveals minor reprogramming of metabolism upon change in growth conditions. Phytochemistry 68: 2232-2242.
[ ^ ] 2006
2006 KLUKAS, C., B.H. JUNKER & F. SCHREIBER
The Vanted software system for transcriptomics, proteomics and metabolomics analysis. Journal of Pesticide Science 31: 289-292.
2006 WEISE, S., I. GROSSE, C. KLUKAS, D. KOSCHÜTZKI, U. SCHOLZ, F. SCHREIBER & B.H. JUNKER
Meta-All: a system for managing metabolic pathway information. BMC Bioinformatics 7: e465.
2006 JUNKER, B.H., D. KOSCHÜTZKI & F. SCHREIBER
Exploration of biological network centralities with CentiBiN. BMC Bioinformatics 7: e219.
2006 JUNKER, B.H., D. KOSCHÜTZKI & F. SCHREIBER
(In German) Vanted: Data evaluation in the network context. GenomXPress 1: 16-18.
2006 JUNKER, B.H., C. KLUKAS & F. SCHREIBER
Vanted: A system for advanced data analysis and visualization in the context of biological networks. BMC Bioinformatics 7: e109.
2006 JUNKER, B.H., R. WUTTKE, A. NUNES-NESI, D. STEINHAUSER, N. SCHAUER, D. BÜSSIS, L. WILLMITZER & A.R. FERNIE
Enhancing vacuolar sucrose cleavage within the potato tuber has only minor effects on metabolism. Plant and Cell Physiology 47: 277-289.
2006 JUNKER, B.H., D. KOSCHÜTZKI & F. SCHREIBER
SyBME – A systems biology modelling environment. Journal of Integrative Bioinformatics 1: e18.
[ ^ ] 2005
2005 KOCH, I., B.H. JUNKER & M. HEINER
Application of Petri net theory for modelling and validation of the sucrose breakdown pathway in the potato tuber. Bioinformatics 21: 1219-1226.
[ ^ ] 2004
2004 JUNKER, B.H., R. WUTTKE, A. TIESSEN, P. GEIGENBERGER, U. SONNEWALD, L. WILLMITZER & A.R. FERNIE
Temporally regulated expression of a yeast invertase in potato tubers allows dissection of the complex metabolic phenotype obtained following its constitutive expression. Plant Molecular Biology 56: 91-110.
2004 STEINHAUSER, D., B.H. JUNKER, A. LUEDEMANN, J. SELBIG & J. KOPKA
Hypothesis-driven approach to predict transcriptional units from gene expression data. Bioinformatics 20: 1928-1939.
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Staff
scientific staff
Baker, Syed Murtuza +49 (0)39482 5596
Bundtzen, Dr. Sophie +49 (0)39482 5415
Franke, Mathias +49 (0)39482 5596
Huege, Dr. Jan +49 (0)39482 5367
Junker, Dr. Bjoern +49 (0)39482 5773
Krach, Dr. Christian +49 (0)39482 5491
Liiving, Tiina +49 (0)39482 5340
Poskar, Dr. Hart +49 (0)39482 5491
Schallau, Dr. Kai
staff or visitors
Fichtmueller, Lisa +49 (0)39482 5340
Kellner, Franziska +49 (0)39482 5340
Peter, Veronika
Schaefer, Nicole
Stumpe, Andre +49 (0)39482 5340
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Interesting Links
Coordination: GABI Future (BMBF) - SysSeed
Funding: FORSYS Partner (BMBF)
Funding: Bioenergie 2021 (BMBF) - MMM
Organization: Bioinformatics @ IPK
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