Integrative Multi‐Omics Analysis Identifies Thrombosis‐Associated Molecular Features Linked to Germline Susceptibility and Immune Cell Communication in Gastric Cancer

Abstract

Emerging evidence indicates that coagulation‐related molecular programs are associated with thrombosis, tumor progression, and molecular dysregulation in gastric cancer (GC). However, thrombosis‐associated molecular features in GC and their potential links to inherited susceptibility remain insufficiently understood. Integrated analyses of transcriptomic data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) datasets were performed to identify thrombosis‐associated genes and establish a machine learning‐based prognostic signature. Genome‐wide association study (GWAS), expression quantitative trait loci (eQTL), transcriptome‐wide association study (TWAS), and Mendelian randomization (MR) analyses were conducted to investigate susceptibility‐associated transcriptional programs in GC. Functional assays were used to evaluate candidate genes associated with malignant phenotypes. Single‐cell RNA sequencing (scRNA‐seq) and cell–cell communication analyses were further performed to characterize cell‐type‐specific expression patterns and potential intercellular interactions. A total of 22 differentially expressed thrombosis‐associated genes were identified, and a prognostic signature comprising 14 genes was established. The signature stratified patients into high‐ and low‐risk groups and showed prognostic performance in both the training and validation cohorts. Integrative GWAS, eQTL, and TWAS analyses identified susceptibility‐associated transcriptional programs that were positively correlated with the thrombosis‐associated risk score. Silencing ACTN2 and CRYAB significantly reduced GC cell migration and invasion. scRNA‐seq analysis revealed relatively high CRYAB expression in neutrophils, and CellChat analysis suggested potential neutrophil‐B cell interactions involving COLLAGEN‐related signaling. This integrative multi‐omics study identified a thrombosis‐associated molecular signature linked to prognosis and germline susceptibility‐associated transcriptional programs in GC. ACTN2 and CRYAB may represent candidate genes associated with GC cell migration and invasion, while single‐cell analysis suggested potential immune‐related communication features.