I have proteomic data with a few replicates per cell type, and I would like to find the significant differential expressed proteins between cell types. Each individual protein raw intensity value was divided by the total intensity detected for each technical replicate and multiplied by one million.
- What statistical test should I use?
- Should I log-transform the data before testing?
- Is there any recommended R package for such analysis?
Thank you all in advance