Tm. Masterson et Jk. Kelleher, MONTE-CARLO SPREADSHEET MODELING OF STABLE-ISOTOPE BIOSYNTHESIS, Computers in biology and medicine, 26(5), 1996, pp. 429-437
Metabolic physiologists often introduce stable isotopes, atoms contain
ing additional neutrons, into molecules during biosynthesis. This tags
the newly synthesized material by altering its mass. Monte Carte anal
ysis is implemented on a popular spreadsheet to analyze this process.
An example is provided where acetoacetate is synthesized by condensati
on of two acetate moieties. The precursor acetate is present as a mixt
ure of natural, and C-13 enriched, acetate. Monte Carlo spreadsheet mo
deling captures the complexity of the multi-species isotope biosynthes
is by repetitively performing multiple simultaneous Boolean calculatio
ns. The effects of increasing the number of molecules synthesized on t
he goodness of fit of between model and an exact analytical solution i
s illustrated.