Analysis of a group of proteomic samples is facilitated. According to an example embodiment of the present invention, ion mass spectrometry data is collected for a group of samples. For each sample, at least one grouping of ions is identified and used to generate another estimated grouping of ions relating to the sample. Using these groupings, characteristics of the sample are detected.