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@Y_Gilad Table S2 shows 78 q-value lists and makes me concerned also. There appear to be 5 GLM models and ~18 contrasts per model. One approach I like to simplify situations like this is the stage-wise testing approach of @koenvdberge_Be, @lievenClement e