The gCMAPData object is an NChannelSet object with 3 samples x 1000
features x 3 channels (p-value, z-score and log_fc).
gene.set.collection <- induceCMAPCollection(gCMAPData, "z", higher=2, lower=-2)
## comparison with a single user-provided profile of z-scores
profile <- assayDataElement(gCMAPData, "z")[,1]
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