How Does the Gompertz Equation Model Tumor Growth?

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SUMMARY

The Gompertz equation, represented as dN/dt = -rN*ln(N/K), effectively models tumor growth when the number of cells, N, is sufficiently large. The solution process involves separating variables and integrating, leading to the expression N = K e^{e^{-rt}}. This simplification eliminates the constant C by absorbing it into K, streamlining the equation for practical use in cancer growth modeling.

PREREQUISITES
  • Understanding of differential equations
  • Familiarity with the Gompertz equation
  • Knowledge of logarithmic properties
  • Basic calculus skills for integration
NEXT STEPS
  • Study the derivation of the Gompertz equation in biological contexts
  • Learn about the applications of differential equations in modeling biological systems
  • Explore the implications of tumor growth models on cancer treatment strategies
  • Investigate other mathematical models of tumor growth, such as the logistic growth model
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Mathematicians, biologists, medical researchers, and students studying cancer biology or mathematical modeling in life sciences will benefit from this discussion.

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Homework Statement



As long as N isn't too small, the growth of cancerous tumors can be modeled by the Gompertz equation,

dN/dt = -rN*ln(N/K),

where N(t) is proportional to the number of cells in the tumor, and r,K>0 are parameters.

Homework Equations





The Attempt at a Solution



Separate out.

dN/[N*ln(N/K)]= -rdt

After much toil, I figured out that the left side is simply d/dN (ln(ln(N/K))

==> ln(ln(N/K)) = -rt + C
==> ln(N/K) = e-rt+C
==> N/K = ee-rt+C
==> N = Kee-rt+C

Seems overly complicated. Is there some property of ln(ln(f)) that would help simplify? Suggestions, please.
 
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Well the solution works out so it is correct. If you get a solution to a differential equation and are unsure of it, plug it back into your equation to find if the two sides equal each other.

One thing you can do to simplify it is to get rid of that +C in your second exponent.

N = K e^{e^{-rt +C}}

This can be rewritten:

N = K e^{e^{-rt}e^{C}}

N = K e^{e^{-rt}}e^{e^{C}}

The e^{e^{C}} is a constant we can absorb into K. Giving a simplified solution:

N = K e^{e^{-rt}}
 
Last edited:

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