Updated project metadata. The approach suggested here can be used more widely to determine the suitability of proteins or sets of proteins as loading and normalization controls for any biological system. As we have shown here, historically selected ‘household proteins’ may not be the most suitable for this task for technical or biological reasons. Conversely, expression data across diverse systems can inform the selection of proteins to serve as a biomarker.