{"database":"GEO","file_versions":[{"headers":{"Content-Type":["application/json"]},"body":{"files":{"Other":["ftp://ftp.ncbi.nlm.nih.gov/geo/series/GSE335nnn/GSE335070/"]},"type":"primary"},"statusCode":"OK","statusCodeValue":200}],"scores":null,"additional":{"omics_type":["Transcriptomics"],"species":["Homo sapiens"],"gds_type":["Expression profiling by high throughput sequencing"],"full_dataset_link":["https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE335070"],"repository":["GEO"],"entry_type":["GSE"],"additional_accession":[]},"is_claimable":false,"name":"Malignant epithelial states drive immune dysfunction in ampulla of Vater carcinoma","description":"Background Ampulla of Vater (AoV) carcinoma is a rare malignancy arising at the junction of intestinal and pancreatobiliary epithelium. Its heterogeneous clinical behavior and histological diversity have hindered therapeutic advances, and the cellular basis of this heterogeneity remains unclear. We aimed to construct a single-cell transcriptomic atlas of AoV carcinoma, with a focus on identifying epithelial subtypes and their interactions with the tumor microenvironment (TME). Methods We performed single-cell RNA sequencing on eight primary AoV tumors and four matched normal tissues. Comprehensive clustering and transcriptomic analyses identified cell-type composition, epithelial heterogeneity, and tumor-immune interactions. Findings were validated using deconvolution of bulk RNA-seq data from 62 AoV carcinoma patients. Results Malignant epithelial cells were categorized into four distinct subtypes: Int-Wnt, PB-KRAS, Int-Hypoxia, and Cycling stage. PB-KRAS cells exhibited stem-like transcriptional programs and high genomic instability. Deconvolution analysis of bulk RNA-seq data from the independent AoV cohort revealed that enrichment of the PB-KRAS subtype correlated with tumor recurrence and poor survival. Our immune profiling analysis discovered a significant association between PB-KRAS subtype and GZMK+ CD8+ T cells, which are in a pre-dysfunctional state, alongside SPP1⁺ macrophages exhibiting immunosuppressive traits. Spatial transcriptome data further supports the immunosuppressive natures of TME around PB-KRAS subtype malignant epithelial cells in AoV carcinoma. Conclusions Our study presents a single-cell atlas of AoV carcinoma, highlighting the molecular diversity of malignant epithelium and its association with the immune microenvironment. The PB-KRAS subtype emerges as a stem-like, immunosuppressive tumor state associated with poor prognosis, providing insights for future therapeutic targeting.","dates":{"publication":"2026/06/21"},"accession":"GSE335070","cross_references":{"GSM":["GSM9805489","GSM9805445","GSM9805446","GSM9805447","GSM9805448","GSM9805449","GSM9805481","GSM9805482","GSM9805483","GSM9805484","GSM9805485","GSM9805486","GSM9805487","GSM9805488","GSM9805480","GSM9805456","GSM9805457","GSM9805458","GSM9805459","GSM9805492","GSM9805493","GSM9805450","GSM9805494","GSM9805495","GSM9805451","GSM9805496","GSM9805452","GSM9805453","GSM9805497","GSM9805498","GSM9805454","GSM9805455","GSM9805499","GSM9805490","GSM9805491","GSM9805508","GSM9805509","GSM9805500","GSM9805467","GSM9805501","GSM9805468","GSM9805469","GSM9805502","GSM9805503","GSM9805504","GSM9805505","GSM9805506","GSM9805507","GSM9805460","GSM9805461","GSM9805462","GSM9805463","GSM9805464","GSM9805465","GSM9805466","GSM9805519","GSM9805478","GSM9805511","GSM9805512","GSM9805479","GSM9805513","GSM9805514","GSM9805515","GSM9805516","GSM9805517","GSM9805518","GSM9805470","GSM9805471","GSM9805472","GSM9805473","GSM9805474","GSM9805475","GSM9805476","GSM9805477","GSM9805510"],"GPL":["20301","20795"],"GSE":["335070"],"taxon":["Homo sapiens"]}}