I have run a shotgun proteomics experiment (n=7 of each group) from which I chose some proteins for validation based on the fold change and statistical analysis; however, in the validation phase (n=25 of each group), I am getting the opposite trend of proteins compared to the discovery phase. I am unable to find the best possible explanation for such observations. Any help in this query would be well appreciated.
Thank You.