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After pre-processing, the LC-MS raw data are summarized by a peak list. The statistical analysis aims to detect those peaks whose intensity levels are significantly altered between distinct biological groups. The specific choice of statistical methods often depends on the particular study design, while some methods can be applied to multiple types of studies.
(Zhou et al., 2013) LC-MS-based metabolomics. Mol Biosyst.