Currently I am replicating a few DEG analysis for publicly available datasets. However, my results are not that close to original publications. For example, I got genes related to immune response just like in the original paper. However, genes are not the same. Since I found similar pathways, I thought maybe DEG analysis is not that reproducible? Thoughts, experiences?