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With the code line of Guillaume, we can add diagnostic for the distribution of p-values and adjusted p-values for each p-values of the Wilcox test between clusters. Sometimes, Seurat is a bit liberal on how it handles its model (with the wilcoxon test). With Seurat, he can deseq2.