Monod equation
The Monod equation is a mathematical model for the growth of microorganisms. It is named for Jacques Monod (1910–1976, a French biochemist, Nobel Prize in Physiology or Medicine in 1965), who proposed using an equation of this form to relate microbial growth rates in an aqueous environment to the concentration of a limiting nutrient.[1][2][3] The Monod equation has the same form as the Michaelis–Menten equation, but differs in that it is empirical while the latter is based on theoretical considerations.
The Monod equation is commonly used in environmental engineering. For example, it is used in the activated sludge model for sewage treatment.
Equation
The empirical Monod equation is[4]
![{\displaystyle \mu =\mu _{\max }{\frac {[S]}{K_{s}+[S]}},}](https://wikimedia.org/api/rest_v1/media/math/render/svg/f5cbd2c8d4ea26fb62b0586ffb54b7c74c5557f1)
where:
- μ is the growth rate of a considered microorganism,
- μmax is the maximum growth rate of this microorganism,
- [S] is the concentration of the limiting substrate S for growth,
- Ks is the "half-velocity constant"—the value of [S] when μ/μmax = 0.5.
μmax and Ks are empirical (experimental) coefficients to the Monod equation. They will differ between microorganism species and will also depend on the ambient environmental conditions, e.g., on the temperature, on the pH of the solution, and on the composition of the culture medium.[5]
Application notes
The rate of substrate utilization is related to the specific growth rate as[6]
where
- X is the total biomass (since the specific growth rate μ is normalized to the total biomass),
- Y is the yield coefficient.
rs is negative by convention.
In some applications, several terms of the form [S] / (Ks + [S]) are multiplied together where more than one nutrient or growth factor has the potential to be limiting (e.g. organic matter and oxygen are both necessary to heterotrophic bacteria). When the yield coefficient, being the ratio of mass of microorganisms to mass of substrate utilized, becomes very large, this signifies that there is deficiency of substrate available for utilization.
Graphical determination of constants
As with the Michaelis–Menten equation graphical methods may be used to fit the coefficients of the Monod equation:[4]
See also
- Activated sludge model (uses the Monod equation to model bacterial growth and substrate utilization)
- Bacterial growth
- Hill equation (biochemistry)
- Hill contribution to Langmuir equation
- Langmuir adsorption model (equation with the same mathematical form)
- Michaelis–Menten kinetics (equation with the same mathematical form)
- Gompertz function
- Victor Henry, who first wrote the general equation form in 1901
- Von Bertalanffy function
References
- ^ Monod, Jacques (1949). "The growth of bacterial cultures". Annual Review of Microbiology. 3: 371–394. doi:10.1146/annurev.mi.03.100149.002103.
- ^ Monod, J. (1942). Recherches sur la croissance des cultures bactériennes (in French). Paris: Hermann.
- ^ Dochain, D. (1986). On-line parameter estimation, adaptative state estimation and adaptative control of fermentation processes (Thesis). Louvain-la-Neuve, Belgium: Université catholique de Louvain.
- ^ a b "ESM 219: Lecture 5: Growth and Kinetics" (PDF). Archived from the original (PDF) on December 29, 2009.
- ^ Graeme, Walker M. (2000). Yeast Physiology and Biotechnology. John Wiley & Sons. pp. 59–60. ISBN 978-0-471-96446-9.
- ^ Metcalf, Eddy (2003). Wastewater Engineering: Treatment & Reuse (4th ed.). New York: McGraw–Hill. ISBN 0-07-041878-0.