Following this step, any metabolites present in less than 50% of theQC samples ormetaboliteswith amean relative
standard deviation (RSD=standard deviation / mean ∗ 100) in the QC samples of more than 20% are removed from the dataset (Dunn et al.,2011). Vinaixa et al. (2012) extend this idea to sample sets where QC data are not available.