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GATA3 was included in the driver network for the "differentiated subtype" with relatively good survival outcome, although GATA3 mRNA was not significantly up-regulated in this subtype.
Experimental validation of the driver-network genes has shown the functional importance of the results.
If a gene passed either one of these tests, it was included in the driver-network.
These two genes were present in the driver-networks obtained from our analysis.
To test whether the driver-networks are significantly reproducible, we examined the overlap between subtype-specific driver-networks in the two data sets.
At the same time, the driver-networks from the same clinical subtype were significantly reproducible across independent data sets.
This random sampling was repeated 1000 times and only those genes that appeared in at least 50% of the driver-network samples were included in the final driver-network.
For example, ESR1 and many of its interacting partners in the driver-network (e.g., TFF1, XBP1, IGF1R, AR, CELSR1, and RARA) are significantly over-expressed without amplification.
However, these other genes were not hubs in the Andre et al (2009) data set, possibly because the driver-network itself was much smaller.
In the Supplementary Information (SI) we have also included the driver-networks using seed genes from the Chin et al (2006) data set.
In all of the driver-networks, we found that most of the genes were either directly or indirectly connected to each other, creating a main component.
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