Background: Multiple cytokines are required for the growth and development
of hematopoietic cells. The effect of many cytokines depends on the activit
y of other signaling pathways. These interactions are quantified using fact
orial experimental design and analysis.
Methods: Human umbilical cord blood (HUCB) CD34(+) cells were cultured in f
ully defined media containing various combinations of recombinant cytokines
as defined by resolution IV factorial (2(IV)(7-3)) Or full factorial (2(4)
) design experiments. The cytokines studied were stem cell factor (SCF), in
terleukin (IL)-3, megakaryocyte growth and development factor (MGDF), granu
locyte-colony stimulating factor (G-CSF), Fit-3 ligand, IL-6, IL-11, and er
ythropoietin (EPO). In vitro cell divisions were tracked by staining CD34() cells with 5-(and-6)-carboxyfluorescein diacetate, succinimidyl ester, fo
llowed by now cytometric analysis at 4 days of culture. In separate experim
ents, lineage commitment and differentiation were determined at 7 days by i
mmunophenotype.
Results: In addition to the main effects of single cytokines, cytokine inte
ractions were identified. There was a negative interaction between IL-3 and
MGDF that resulted in a less than additive effect of these factors on eryt
hroid and megakaryocytic development. The effect of Fit-3 ligand and SCF fa
ctor on CD34(+) cell production was also less than additive, although the r
esponse to both cytokines was greater than single cytokines. The only posit
ive interaction that was identified was between EPO and SCF, which resulted
in the synergistic production of erythroid cells.
Conclusions: Factorial analysis provides a powerful methodology to study th
e integration of multiple signals at the cellular and molecular level. Cyom
etry 43:69-81, 2001. (C) 2001 Wiley-Liss, Inc.