Serum metabolomics of estrogen-and progestogen-induced hyperplasia of mammary glands in rats
AIM:To investigate the mechanism of hyperplasia of mammary gland(HMG)and the potential differential metabolites in rats based on the serum metabolomics assessment by liquid chromatography-mass spectrometry(LC-MS).METHODS:Twelve specific-pathogen-free(SPF)-grade female Wistar rats were randomly and equally as-signed to the normal and model groups.The model group received intramuscular injections of estradiol benzoate(0.5 mg·kg-1·d-1)for 21 d,followed by intramuscular injections of progesterone(4 mg·kg-1·d-1)for 7 d for preparing the HMG model.The body weight and nipple diameter of the rats were measured,and the histopathological changes in their mamma-ry gland were monitored.After the successful establishment of the model,rat serum was collected for LC-MS metabolomics analysis,the differential metabolites in the serum of the normal and model group rats were analyzed by principal compo-nent analysis(PCA)and partial least squares discriminant analysis(PLS-DA),and the metabolic pathway analysis of dif-ferential markers through the Kyoto Encyclopedia of Genes and Genomes(KEGG)open database was performed.RE-SULTS:Compared with the normal rats in the control group,no significant change was observed in the body weight(P>0.05),the diameter of the nipple was significantly enlarged(P<0.01),the hematoxylin-eosin(HE)staining section of the mammary gland displayed typical HMG morphology,which together indicated that the modeling was successful.The metabolic patterns of the serum samples from both groups were significantly different,and 30 potentially differential metab-olites were identified based on the variable importance in projection(VIP)≥2.0 and P<0.05,mainly including 3-dehydro-cholic acid,alcoholic acid,glycocholate-3-sulfate,glycine-deoxycholan-3-sulfate,glycine-deoxycholan-3-sulfate,3a,7b,and 12a trihydroxycholan-3-sulfate,cholic acid,and glycolic acid.Further receiver operating characteristic(ROC)analysis revealed that the area under the curve(AUC)of the 13 metabolites was>0.9,implying the possible high sensitiv-ity for the diagnosis of HMG.According to the KEGG pathway enrichment analysis,most of the differential metabolites were mainly concentrated in aldosterone synthesis and secretion,sphingomyelin metabolism,arachidonic acid metabo-lism,apoptosis and cholesterol metabolism.CONCLUSION:The pathogenesis of estrogen-and progesterone-induced HMG in rats may be related to the altered bile acids,their derivatives metabolism,and the lipid metabolism pathways.The 13 differential metabolites identified by serum metabolomics with high sensitivity may thus provide a reference for the diagnosis of HMG.
hyperplasia of mammary glandpathogenesismetabolomicsbiomarkersmetabolic pathway
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