Hi,
I read some previous posts and learned that it is statistically not really valid to filter results based on fold change (padj<0.05), for example only DEGs above/below 1.5 as this "flavours" lowly-expressed genes. Instead we should use lfc argument if we want to filter for fold change. I also learned that lfcShrink can be used to try and correct unreliable fold changes. Now my question: When I use lfcShrink is it then justified to filter by fold change, for example padj < 0.05 and abs(FC)>1.5, with no lfc threshold? I wonder about this because I have many datasets, and find it difficult to decide for lfc threshold, because some sets have many replicates, and so high power, others only have n=2, so low power. It would be much easier, and give me more flexibilty to just filter by fold change, is this somehow ok with lfcShrink and no lfc argument?