SIAM Journal on Applied Mathematics · 2007 · 90 citations · 40 references
Life SciencesCell BiologyHematologyCell DifferentiationStem Cell BiologyStochastic ProcessesHematopoietic Stem Cell BiologyHematopoietic Stem CellsStem Cell DifferentiationStem Cell ProliferationStochastic Differential EquationsStochastic StabilityLaplace TransformLocal StabilityMoment StabilityMultiplicative NoiseStability Of Delay Differential EquationsStochastic Differential SystemsSystem StabilityWhite Noise
We study the moment stability of the trivial solution of a linear differential delay equation in the presence of additive and multiplicative white noise. The results established here are applied to examining the local stability of the hematopoietic stem cell (HSC) regulation system in the presence of noise. The stability of the first moment for the solutions of a linear differential delay equation under stochastic perturbation is identical to that of the unperturbed system. However, the stability of the second moment is altered by the perturbation. We obtain, using Laplace transform techniques, necessary and sufficient conditions for the second moment to be bounded. In applying the results to the HSC system, we find that the system stability is sensitive to perturbations in the stem cell differentiation and death rates, but insensitive to perturbations in the proliferation rate.
40
<i>From Clocks to Chaos: The Rhythms of Life</i>
Leon Glass, Michael C. Mackey, P. F. Zweifel · Physics Today · 1989 · 1.1K citations
James Smith, L Martin · Proceedings of the National Academy of Sciences · 1973 · 881 citations · Full text
Life Sciences, Biology, Cell Biology +14
A New Representation for Stochastic Integrals and Equations
R. L. Stratonovich · SIAM Journal on Control · 1966 · 588 citations
Engineering, Mathematics, Physics +14