Using predictive specificity to determine when gene set analysis is biologically meaningful.

Recall that the multifunctional hit lists just input genes with as many functions as possible, so output enriched functions may be significant but appear only to the extent they overlap with other functions, and are therefore non-specific (as illustrated earlier in Figure 2A ).

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