All types of blood cells are formed by differentiation from a small self-ma
intaining population of pluri-potential stem cells in the bone marrow. Desp
ite abundant information on the molecular aspects of division, differentiat
ion, commitment and maturation of these cells, comparatively little is know
n about the dynamics of the system as a whole, and how it works to maintain
this complex "ecology" in the observed normal ranges throughout life. Here
we report unexpected large, scale-free, fluctuations detected from the fir
st long-term analysis of the day-to-day variability of a healthy animal's b
lood cell counts measured over 1000 days. This scale-invariance cannot be a
ccounted for by current theoretical models, and resembles some of the scena
rios described for self-organized criticality.