Complex versus Complicated Systems Biology, Universality versus Detailed Modelling
Biological systems are generally complicated and/or complex. In the former approach, one sets up a model with a large number of parameters to describe the system in detail. The latter approach focuses on understanding the universal aspects of biological systems. In this case, an appropriate simple model represents a universality class. The extraction of universal properties is supported by evolutionary robustness and the reduction of dimensionality in high-dimensional states. Integrating the data-driven omics approach with the universality approach is an important step in systems biology.
Authors
- Kunihiko Kaneko
Institutions
- University of Copenhagen (DK)
- The University of Tokyo (JP)
Publication Details
- Journal
- Current Opinion in Systems Biology
- Published
- 2026-03-01
- DOI
- https://doi.org/10.1016/j.coisb.2026.100589
- Primary Topic
- Gene Regulatory Network Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00