I've been blotting samples derived from cells that were treated with a ligand. I expect this ligand to activate a signaling pathway, and I expect certain components of this pathway to be phosphorylated when active. To assay for activation of those components, I ran gels loaded with two lanes of each sample. I then cut the blots in half so that I had two identical blots. One was immunolabeled with antibodies against the total protein of interest, and one was immunolabeled with antibodies specific to the phosphoprotein of interest. They were detected and imaged side by side. I'm trying to extract quantitative data from these.
Alas, sometimes - and I don't understand why - the phosphoprotein blot has bands that are darker than the total protein blot. Should these blots necessarily be excluded from my analysis? If not, how should I go about the image analysis, and how can I normalize the data from that blot to the rest of my quantified blots such that I can generate a standard deviation that isn't absurd?