Treat or Trick?
Do I look familiar to you?
The correlations may be interesting, but:
I might be an alien Changeling. My gene expressions are mostly random. There will always be some genes whose expressions correlate to mine.
I might be stable in most datasets, showing weak correlations with many other genes because of systematic array platform errors.
I might be involved in processes such as cell growth that also involve many other genes.
Happy gene hunting!