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The Construction And Analysis Between Competitive Endogenous RNA Networks And Tumor-Infiltrating Immune Cells Based On Lauren Gastric Cancer Classification

Posted on:2022-01-14Degree:MasterType:Thesis
Country:ChinaCandidate:Q ZhouFull Text:PDF
GTID:2504306506977329Subject:Surgery (general surgery)
Abstract/Summary:PDF Full Text Request
Gastric cancer(GC)is one of the leading causes of cancer death worldwide.Increasing evidences have revealed different molecular characteristics between intestinal type GC and diffuse type GC.We constructed Lauren subtype-specific competitive endogenous RNA(ce RNA)networks and identified common ce RNA network by comprehensive bioinformatics methods including differential expression analyses,RNA-RNA interaction prediction,negatively correlated RNA pairs and weighted genes co-expression network analysis.Besides,we detected the fraction of22 immune cell types in GC by CIBERSORTx and investigated the correlation of immune cells and markers of ce RNA network.Ultimately,diagnostic performance of lnc RNAs and m RNAs in ce RNA network were estimated by support vector machine(SVM).SNHG14 was identified as ce RNA of hsa-mi R-429/ ZFPM2,hsa-miR-429/ZEB1 and hsa-miR-200b-3p/ZEB1 axes in all GC.Mast cells and Macrophages significantly differed not only between the tumor and normal tissue,but also between the two subtypes.Mast cells and Macrophages are significantly associated with multiple components in ce RNA network.Our results demonstrated lnc RNAs and m RNAs of ce RNA network in the whole group(AUC=0.9152),the intestinal group(AUC=0.9670)and the diffuse group(AUC=0.9737)showed good performance in tumor diagnosis.Based on ce RNA networks and patterns of immune infiltration,our study provided a valid bioinformatics basis in order to explore the molecular mechanism and estimated diagnosis performance of RNAs in ce RNA network.
Keywords/Search Tags:gastric cancer, Lauren classification, competing endogenous RNA, tumor-infiltrating immune cell
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