Project
What would it take to make a virtual microbiology lab?
Computational Biology offers a valuable complement to complex experimental approaches to study infectious diseases like HIV and tuberculosis.

Project
Complex microbial communities: application of supply-demand principles to advance the science from describing diversity to explaining diversity
This project will involve collaboration with Jannie Hofmeyr (SU) on, amongst others the principles of supply and demand as driving force of metabolic activity, and incorporating them: 1) into existing experimental data sets to explore adaptive behavior amongst bacteria as a basis for the maintenance of microbial community function in environmental processes, and 2) a state-of-science review related to microbiological considerations for repository engineering and long-term safety of deep geological repositories of nuclear waste, as well as formulating recommendations for the way forward to predict the potential impact of microbial activity on the stability of these repositories.
Project
The Pitfalls of Reductionism in Vaccine Research
Reductionism has been the predominant research strategy of molecular and structural biology in the 20th century.

Project
Merging the layers of life
Developing a (mathematical) model suitable for the integration of the different levels of biological research (sub-molecular, molecular, organisms, populations) in one framework.
Project
Bringing Physics and Chemistry to Life: from random walks to robust organization
Hans V. Westerhoff will put together the theoretical foundations of today’s biology in a comprehensive new theory, by researching and establishing connections between the various theoretical approaches in use.

Project
Process Biology
Since around 500BCE, when Heraclitus declared that everything changes while Parmenides maintained that everything stays the same, the dichotomy of process and substance has been at the heart of Western philosophy.

Publication
Phenotypic Switching. Implications in Biology and Medicine
Levine, Herbert, Mohit Jolly, Prakash Kulkarni and Vidyanand Nanjundiah. 2020. Phenotypic Switching. Implications in Biology and Medicine. A...

Publication
An integrative network-driven pipeline for systematic identification of lncRNA-associated regulatory network motifs in metastatic melanoma
Singh, Nivedita, Martin Eberhardt, Olaf Wolkenhauer, Julio Vera and Shailendra K. Gupta. 2020. An integrative network-driven pipeline for sy...
Project
Beyond Networks: an Organismic Systems Biology for the 21st Century
Biology is the science of life.

Publication
Homeostasis as a fundamental principle for a coherent theory of brains
Turner, J. Scott. 2019. Homeostasis as a fundamental principle for a coherent theory of brains. Philosophical Transactions of the Royal Soci...

Publication
Investigating the two-moment characterization of subcellular biochemical networks
M Ullah and O Wolkenhauer. 2009. Investigating the two-moment characterization of subcellular biochemical networks. Journal of Theoretical B...
Publication
Thresholds in transient dynamics of signal transduction pathways
K Rateitschak and O Wolkenhauer. 2009. Thresholds in transient dynamics of signal transduction pathways. IET Systems Biology
Publication
The complexity of cell-biological systems
O Wolkenhauer and A Muir. 2009. The complexity of cell-biological systems. Handbook of the Philosophy of Science, 16. Philosophy of Complexi...
Publication
A stem cell niche dominance theorem
Olaf Wolkenhauer, Darryl K Shibata, Mihajlo D Mesarovi? 2011. A stem cell niche dominance theorem. BMC Systems Biology, 5 (4), 16 pp. http:/...
Publication
Analysis of cell adhesion during early stages of colon cancer based on an extended multi-valued logic approach
Guebel, Daniel V.; Schmitz, Ulf; Wolkenhauer, Olaf; et al. 2012. Analysis of cell adhesion during early stages of colon cancer based on an e...
Publication
Quantitative modelling of amyloidogenic processing and its influence by SORLA in Alzheimer’s disease
Schmidt, Vanessa; Baum, Katharina; Lao ,Angelyn; Wolkenhauer, Olaf et al. 2012. Quantitative modelling of amyloidogenic processing and its i...
Publication
Mathematical modelling unravels regulatory mechanisms of interferon-gamma-induced STAT1 serine-phosphorylation and MUC4 expression in pancreatic cancer cells
Kossow, C.; Jose, D.; Jaster, R.; Wolkenhauer, Olaf et al. 2012. Mathematical modelling unravels regulatory mechanisms of interferon-gamma-i...
Publication
The role of theorem proving in systems biology
Wolkenhauer, Olaf; Shibata, Darryl; Mesarovic, Mihajlo D. 2012. The role of theorem proving in systems biology. JOURNAL OF THEORETICAL BIOLO...
Publication
Diagrams as locality aids for explanation and model construction in cell biology
Jones, Nicholaos; Wolkenhauer, Olaf. 2012. Diagrams as locality aids for explanation and model construction in cell biology. BIOLOGY & PHILO...
Publication
Analysing the impact of nucleo-cytoplasmic shuttling of beta-catenin and its antagonists APC, Axin and GSK3 on Wnt/beta-catenin signalling
Yvonne Schmitz, Katja Rateitschak and Olaf Wolkenhauer. 2013. Analysing the impact of nucleo-cytoplasmic shuttling of beta-catenin and its a...
Publication
Systems biology and pediatric research Introduction
Parviz Minoo, Olaf Wolkenhauer and Susan Guttentag. 2013. Systems biology and pediatric research Introduction. Pedeatric Research, 73 (4), 4...
Publication
The road from systems biology to systems medicine
Olaf Wolkenhauer, Charles Auffray, Robert Jaster, et al. 2013. The road from systems biology to systems medicine. Pedeatric Research, 73 (4)...
Publication
Kinetic Modeling-Based Detection of Genetic Signatures That Provide Chemoresistance via the E2F1-p73/DNp73-miR-205 Network
Julio Vera, Ulf Schmitz, Xin Lai, Olaf Wolkenhauer, et al. 2013. Kinetic Modeling-Based Detection of Genetic Signatures That Provide Chemore...
Publication
Basic research in HIV vaccinology is hampered by reductionist thinking (Review)
Marc H V van Regenmortel. 2013. Basic research in HIV vaccinology is hampered by reductionist thinking (Review). Frontiers in immunology, 3,...

Publication
Why model?
Olaf Wolkenhauer. 2014. Why model? Froniers in Physiology, 5 (21), 1-14. doi:10.3389/fphys.2014.00021
Publication
Enabling multiscale modeling in systems medicine
Olaf Wolkenhauer, Charles Auffray, Olivier Brass, et al. 2014. Enabling multiscale modeling in systems medicine. Genome Medicine, 6 (3) Arti...
Publication
Tumors as chaotic attractors
Svetoslav Nikolov, Olaf Wolkenhauer and Julio Vera. 2014. Tumors as chaotic attractors. Molecular BioSystems, 10 (2), 172-179.
Publication
Cooperative gene regulation by microRNA pairs and their identification using a computational workflow
Ulf Schmitz, Ulf, Xin Lai, Felix Winter, Olaf Wolkenhauer et al. 2014. Cooperative gene regulation by microRNA pairs and their identificatio...
Publication
Hybrid modeling of the crosstalk between signaling and transcriptional networks using ordinary differential equations and multi-valued logic
Faiz M. Khan, Ulf Schmitz, Svetoslav Nikolov, David Putzer, Brigitte M. Puetzer, Olaf Wolkenhauer and Julio Vera. 2014. Hybrid modeling of t...
Publication
The balance between cell cycle arrest and cell proliferation: control by the extracellular matrix and by contact inhibition
Claude Gerard and Albert Goldbeter. 2014. The balance between cell cycle arrest and cell proliferation: control by the extracellular matrix ...

Publication
Pushing Limits by Embracing Complexity
Wolkenhauer, Olaf. 2014. Pushing Limits by Embracing Complexity. IET Systems Biology 8 (6): 244–50. doi:10.1049/iet-syb.2014.0031.
Publication
Anti-Inflammatory Effects of Reactive Oxygen Species – a Multi-Valued Logical Model Validated by Formal Concept Analysis
Wollbold, Johannes, Robert Jaster, Sarah Müller, Katja Rateitschak, and Olaf Wolkenhauer. 2014. Anti-Inflammatory Effects of Reactive Oxygen...
Publication
Systems Approach to the Study of Brain Damage in the Very Preterm Newborn
Leviton, Alan, Pierre Gressens, Olaf Wolkenhauer, and Olaf Dammann. 2015. Systems Approach to the Study of Brain Damage in the Very Preterm ...
Publication
Coenzyme A-Transferase-Independent Butyrate Re-Assimilation in Clostridium Acetobutylicum—evidence from a Mathematical Model
Millat, Thomas, Christine Voigt, Holger Janssen, Clare M. Cooksley, Klaus Winzer, Nigel P. Minton, Hubert Bahl, Ralf-Jörg Fischer, and Olaf ...
Publication
Combining Computational Models, Semantic Annotations and Simulation Experiments in a Graph Database
Henkel, R., O. Wolkenhauer, and D. Waltemath. 2015. Combining Computational Models, Semantic Annotations and Simulation Experiments in a Gra...
Publication
Accounting for Randomness in Measurement and Sampling in Studying Cancer Cell Population Dynamics
Ghavami, Siavash, Mukhtar Ullah, Farshad Lahouti, Olaf Wolkenhauer, and Michael Linnebacher. 2014. Accounting for Randomness in Measurement ...
Publication
Dissecting Long-Term Glucose Metabolism Identifies New Susceptibility Period for Metabolic Dysfunction in Aged Mice
Chauhan, Anuradha, Heike Weiss, Franziska Koch, Saleh M. Ibrahim, Julio Vera, Olaf Wolkenhauer, and Markus Tiedge. 2015. Dissecting Long-Ter...
Publication
Annotation-Based Feature Extraction from Sets of SBML Models
Alm, Rebekka, Dagmar Waltemath, Markus Wolfien, Olaf Wolkenhauer, and Ron Henkel. 2015. Annotation-Based Feature Extraction from Sets of SBM...
Publication
Explanation and Organizing Principles in Systems Biology
Breidenmoser, Tobias and Olaf Wolkenhauer. 2015. Explanation and Organizing Principles in Systems Biology. Pp. 249–64 in Explanation in Biol...
Publication
Autocrine TGF-β/ZEB/microRNA-200 Signal Transduction Drives Epithelial-Mesenchymal Transition: Kinetic Models Predict Minimal Drug Dose to Inhibit Metastasis
Rateitschak, Katja, Lars Kaderali, Olaf Wolkenhauer, and Robert Jaster. 2016. Autocrine TGF-β/ZEB/microRNA-200 Signal Transduction Drives Ep...
Publication
COMODI: An Ontology to Characterise Differences in Versions of Computational Models in Biology
Scharm, Martin, Dagmar Waltemath, Pedro Mendes, and Olaf Wolkenhauer. 2016. COMODI: An Ontology to Characterise Differences in Versions of C...
Publication
An Algorithm to Detect and Communicate the Differences in Computational Models Describing Biological Systems
Scharm, Martin, Olaf Wolkenhauer, and Dagmar Waltemath. 2016. An Algorithm to Detect and Communicate the Differences in Computational Models...
Publication
The RNA World in the 21st Century—a Systems Approach to Finding Non-Coding Keys to Clinical Questions
Schmitz, Ulf, Hojjat Naderi-Meshkin, Shailendra K Gupta, Olaf Wolkenhauer, and Julio Vera. 2016. The RNA World in the 21st Century—a Systems...
Publication
Understanding microRNA-Mediated Gene Regulatory Networks through Mathematical Modelling
Lai, Xin, Olaf Wolkenhauer, and Julio Vera. 2016. Understanding microRNA-Mediated Gene Regulatory Networks through Mathematical Modelling. N...
Publication
Cell Fate Specification Based on Tristability in the Inner Cell Mass of Mouse Blastocysts
De Mot, Laurane, Didier Gonze, Sylvain Bessonnard, Claire Chazaud, Albert Goldbeter, and Geneviève Dupont. 2016. Cell Fate Specification Bas...

Publication
Dynamics of the Mammalian Cell Cycle in Physiological and Pathological Conditions
Gérard, Claude and Albert Goldbeter. 2016. Dynamics of the Mammalian Cell Cycle in Physiological and Pathological Conditions. Wiley Interdis...

Publication
RNA Systems Biology for Cancer: From Diagnosis to Therapy
Amirkhah, Raheleh, Ali Farazmand, Olaf Wolkenhauer, and Ulf Schmitz. 2016. RNA Systems Biology for Cancer: From Diagnosis to Therapy. Pp. 30...
Publication
Systems Medicine
Schmitz, Ulf and Olaf Wolkenhauer. 2016. Systems Medicine. edited by Ulf Schmitz and Olaf Wolkenhauer. New York, NY: Springer New York. http...
Publication
Network-Assisted Disease Classification and Biomarker Discovery
Strunz, Sonja, Olaf Wolkenhauer, and Alberto de la Fuente. 2016. Network-Assisted Disease Classification and Biomarker Discovery. Pp. 353–74...
Project
Systems biology studies on plant desiccation tolerance for food security
Drought is the single greatest threat to world agriculture (FAO, 2008) and this is predicted to be increasingly exacerbated by the effects of global climate change.

Project
The Scientific Method in Biology and Biomedicine
Philosophers tend to explain the success of the scientific enterprise in terms of a so-called scientific method believed to be typical of physics and chemistry.

Project
Revised edition of the book ‘Biochemical Oscillations and Cellular Rhythms’
A second edition of the book (entitled Biochemical Oscillations and Cellular Rhythms.

