Abstract
PURPOSE:
epithelial
Ovarian cancer (EOC) is one of the most lethal gynecological diseases,
with survival rate virtually unchanged for the past 30 years. EOC
comprises different histotypes with molecular and clinical
heterogeneity, but up till now the present gold standard platinum-based
treatment has been performed without any patient stratification. The aim
of the present study is to generate miRNA profiles characteristic of
each stage I EOC histotype, in order to identify subtype-specific
biomarkers to improve our understanding underlying the tumor mechanisms.
EXPERIMENTAL DESIGN:
a
collection of 257 snap-frozen stage I EOC tumor biopsies was gathered
together from three tumor tissue collections and stratified into
independent training (n=183) and validation sets (n=74). Microarray and
qRT-PCR were used to generate and validate the histotype-specific
markers. A novel dedicated resampling inferential strategy was developed
and applied to identify the highest reproducible results. mRNA and
miRNA profiles were integrated to identify novel regulatory circuits.
RESULTS:
robust
miRNA markers for clear cell and mucinous histotypes were found.
Specifically, the clear cell histotype is characterized by a five-fold
(log scale) higher expression of miR-30a and miR-30a*, while mucinous
histotype has five-fold (log scale) higher levels of miR-192/194.
Furthermore a mucinous-specific regulatory loop involving miR-192/194
cluster and a differential regulation of E2F3 in clear cell histotype
were identified.
CONCLUSIONS:
our findings demonstrated
that stage I EOC histotypes have their own characteristic miRNA
expression and specific regulatory circuits.
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