BM2053: Mathematical Models and Systems Biology

Course details

Course contents

This undergraduate course is to familiarise students with the mathematical modeling in biology. The course will introduce the importance of the system level approach to the study of the biological systems and the relevant mathematical methods. We will look at examples of the application of mathematical modeling in systems biology and medicine. The modeling and computational methods covered in the course will also be demonstrated in the lab part of the course. The tentative course contents are

  • Introduction to mathematical modeling and systems biology
  • Analysis of dynamic mathematical models- phase plane analysis, stability analysis, bifurcation analysis, oscillations
  • Modeling of enzyme kinetics, biochemical reaction networks, gene regulatory networks, biological oscillators, switches
  • Modeling of physiological systems, examples from systems medicine
  • Pattern formation, reaction-diffusion systems
  • Applications of modeling in biomedical engineering

References

  • Nonlinear Dynamics and Chaos by Steven Strogatz
  • An Introduction to Systems Biology: Design Principles of Biological Circuits by Uri Alon

Problem sets

Reading materials

Python scripts etc.

Course logistics and policies

Some suggestions