Abstract
Background: Metabolomics is widely used to accurately find the basic characteristics and material basis of life activities. The purpose of this study is to use metabolomics to discover biomarkers for the diagnosis of early gastric cancer.Methods: We collected the blood samples and clinical data of 63 patients with gastric cancer from the First Hospital of Jilin University, including 26 patients with advanced gastric cancer (group A), 37 patients with early gastric cancer (group B), and 18 healthy volunteers (group C). Chromatography-mass spectrometry (LC-MS) is used for detect metabolites and obtain metabolic profile. Support vector machine (SVM) is used to screen the differential metabolites with a weight of 100% from the blood sample. Total ion current diagram, principal component analysis and analysis of variance (ANOVA) are used to identify differential metabolites. PCA and the quadratic discriminant analysis were used to evaluate the similarity between samples. The receiver characteristic curve (ROC) is used to evaluate the diagnostic ability of metabolites. After the nuclear ratio of the selected metabolites is imported into the Human Metabolome Database (HMDB), the structure is identified to determine the corresponding substances, and then the verification group is used to test the accuracy of the metabolites.Results: Through LC-MS, TIC, ANOVA and PCA, differential metabolites were found in different blood samples. Cluster analysis showed similar metabolites in the three groups A, B, and C. ROC curve represented the diagnostic ability of metabolites. The different metabolites between group A and C were spermine, enterostatin, heparin sulfate, and triacylglycerol. The difference metabolites between group A, group B and group C were same as those between group A and C. The cluster analysis and ROC also showed that all four metabolites had high specificity and sensitivity in the verification group. And the results of verification group were consistent with the experimental group.Conclusion: Spermine, enterostatin, heparin sulfate, and triacylglycerol may be potential biomarkers for the diagnosis of early gastric cancer.