Unlimited growth: Applications of exponential growth models
Reaction kinetics of the chemical reaction <br/> A → B
A biological process is often very complex and to understand it we usually introduce a simplified model. Since we are interested in concentrations of proteins, ions, and other substances, as well as in the changes of these concentrations, is the model of the change process, also known as a kinetic model, usually a differential equation or a system of differential equations.
We illustrate first kinetic modeling using a simple chemical reaction in which A molecule is converted into a molecule B:
Reaction rate constant We assume such a small time interval that a molecule A is either converted during this interval into molecule P or remains intact. Suppose that the probablity of conversion during this interval is equal to , for a certain reaction rate constant . The constant therefore has a unit and by definition we have: . In reality, this description of the chance of conversion is better when gets smaller. In practice we will therefore demand: .
The differential equationfor first-order reaction kinetics We now continue with the kinetic modelling of the reaction .
Suppose that is the amount of the reagent A at time , that is, the number of molecules. Then the expected decrease in the number of molecules A in the time interval is equal to. This leads to In other words: When we choose smaller and smaller, then we will get in the limiting case the equation This is the differential equation of first-order reaction kinetics, because the instantaneous change of the number of molecules of A is proportional to this number at the given time. In mathematical language: .
Usually it is more convenient to use concentrations instead of volumes. Suppose the volume is not changed during the chemical reaction. Then the concentration of substance A in a volume is given by and we get the following differential equation:
Concentration-time profile in first-order kinetics Let be the concentration of substance A at time in the chemical reaction . In case of first-order reaction kinetics we have This is a differential equation of a exponential decay with the following solution: