Fig. 1

Outline of the workflow for untargeted metabolomics and bioinformatics analysis. MM, Multiple myeloma; NDMM, newly diagnosed multiple myeloma; CT, Chemotherapy; CSG, Chemotheray sensitive group; CIG, Chemotheray insensitive group