Metabolite identification is critical for the biological interpretation of the untargeted metabolomics data in SIMPLER and alignment of untargeted metabolomics data across platforms is a precondition to use SIMPLER untargeted metabolomics data in combination with data from other platforms, for example, in pooled analyses or external validation designs.