To test our peak detection and label-free quantitation algorithm, practical applications of AB3D for LC-MS data sets were evaluated using a standard peptide mixture consisting of bovine serum albumin (BSA) peptides with different concentrations, peptides derived from four standard proteins (data set 1), and complex peptide samples derived from HeLa cells and BSA (data set 2).