In this study, self-organizing map (SOM) gene cluster techniques are applie
d to the analysis of cDNA microarray analysis of gene expression changes oc
curring in the early stages of genitourinary inflammation. We determined th
e time course of lipopolysaccharide (LPS) induced gene expression in experi
mental cystitis. Mice were euthanized 0.5, 1, 4, and 24 h after LPS instill
ation into the urinary bladder, and gene expression was determined using fo
ur replicate Atlas mouse cDNA expression arrays containing 588 known genes
at each time point. SOM gene cluster analysis, performed without preconditi
ons, identified functionally significant gene clusters based on the kinetic
s of change in gene expression. Genes were classified as follows: 1) expres
sed at time 0; 2) early genes (peak expression between 0.5 and 1 h); and 3)
late genes (peak expression between 4 and 24 h). One gene cluster maintain
ed a constant level of expression during the entire time period studied. In
contrast, LPS treatment downregulated the expression of some genes express
ed at time 0, in a cluster including transcription factors, protooncogenes,
apoptosis-related proteins (cysteine protease), intracellular kinases, and
growth factors. Gene upregulation in response to LPS was observed as early
as 0.5 h in a cluster including the interleukin-6 (IL-6) receptor, alpha-
and beta -nerve growth factor (alpha- and beta -NGF), vascular endothelial
growth factor receptor-1 (VEGF R1), C-C chemokine receptor, and P-selectin.
Another tight cluster of genes with marked expression at 1 h after LPS and
insignificant expression at all other time points studied included the pro
tooncogenes c-Fos, Fos-B, Fra-2, Jun-B, Jun-D, and Egr-1. Almost all interl
eukin genes were upregulated as early as 1 h after stimulation with LPS. Nu
clear factor-kappaB (NF-kappaB) pathway genes collected in a single cluster
with a peak expression 4 h after LPS stimulation. In contrast, most of the
interleukin receptors and chemokine receptors presented a late peak of exp
ression 24 h after LPS coinciding with the peak of neutrophil infiltration
into the bladder wall. Selected cDNA microarray observations were confirmed
by RNase protection assay. In conclusion, the cDNA array experimental appr
oach provided a global profile of gene expression changes in bladder tissue
after stimulation with LPS. SOM techniques identified functionally signifi
cant gene clusters, providing a powerful technical basis for future analysi
s of mechanisms of bladder inflammation.