ulated and 33 downregulated substances (Figures 4A, B, G, H). There were 151 diverse serum substances involving group A and group C, with 113 upregulated and 28 downregulated substances (Figures 4C, D, I, J). Importantly, we identified 174 distinct substances in the serum of group VA in comparison with group C, including 102 upregulated and 72 downregulated substances (Figures 4E, F, K, L).Ornithine Acts as a Therapeutic Target of VA Therapy in MM MiceTo narrow down the potential therapeutic targets, all the considerably diverse substances from each comparison groups were collected to plot Venn diagrams. Excluding the intersection, there were 20 upregulated (Figure 5A and Table 1) and 32 downregulated (Figure 5B and Table two) distinct metabolites in the serum of group VA. Subsequently, MetaboAnalyst five.0 wasFrontiers in Oncology | Caspase 2 Inhibitor MedChemExpress frontiersin.orgNovember 2021 | Volume 11 | ArticleKe et al.Acupuncture and Bortezomib Advantage MMAEBFCGDHFIGURE 2 | Standard chromatograms of TIC in serum samples. TIC of group C (A), V (B), A (C), and VA (D) in ESI+ mode. TIC of group C (E), V (F), A (G), and VA (H) in ESI- mode.Frontiers in Oncology | frontiersin.orgNovember 2021 | Volume 11 | ArticleKe et al.Acupuncture and Bortezomib Benefit MMABCDFIGURE three | PCA score plot based on the information of ESI+/- modes. (A) PCA score plot of all groups in ESI+ mode. (B) PCA score plot of all groups in ESI- mode. (C) 3D scatter plot of all groups in ESI+ mode. (D) 3D scatter plot of all groups in ESI- mode.used to analyze the joint pathways of differential metabolites in ESI+ (Figure 5C) and ESI- (Figure 5D) modes, respectively. In Figure 5D, the primary pathway of arginine and proline metabolism was involved in the serum of group VA with influence 0.20964 (-log (P)=4.6259). Ornithine and arginine had been important metabolites in arginine and proline metabolism pathway. Cluster analysis and heatmap showed that each ornithine (median of m/z=133.1057307) and arginine (median of m/ z=347.2197103) had been substantially decreased inside the serum of group VA CCR9 Antagonist Purity & Documentation compared with group C (Figure 5E). To a large degree, these data illustrated that VA remedy inhibited arginine and proline metabolism pathway, hence causing arginine and ornithine reduction. Also, ornithine was also involved in the regulation of the glutathione metabolicpathway (-log(P)=41.4122) in Figure 5D. These final results recommended that ornithine may be a therapeutic target of VA remedy in MM.VA Remedy Decreases Ornithine Concentration inside the Serum of MM MiceTo additional prove the above data, we performed targeted metabolomics to detect ornithine concentration within the serum of MM mice. The chromatogram revealed a characteristic peak of ornithine normal at three.76 min after injection (Figure 6A). In Figure 6B, based on the linear regular curve (r=0.99796), ornithine content material in the serum samples of group VA (Average concentration of 7,333.33 ng/ml) was decreased by 73.36 compared using the group C (Typical concentration ofFrontiers in Oncology | frontiersin.orgNovember 2021 | Volume 11 | ArticleKe et al.Acupuncture and Bortezomib Advantage MMAGBHCIDJEKFLFIGURE 4 | OPLS-DA score plot determined by the data of ESI+/- modes and validations of OPLS-DA models by 200 permutation tests. In ESI+ mode: (A, B) group C vs group V, (C, D) group C vs group A, (E, F) group C vs group VA. In ESI- mode: (G, H) group C vs group V, (I, J) group C vs group A, (K, L) group C vs group VA.Frontiers in Oncology | frontiersin.orgNovember 2021 | Volume 11 |