Sample-wise median normalization (Trezzi et al. 2015) was used to correct for technical variation in e.g. sample preparation and MS signal intensity. Next, a two-step peak filtering approach was applied. First, peaks with an intensity level ≥ 60,000 were retained. Second, only peaks present in at least 75% of samples in at least one group were used for the following statistical analyses.