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Single cell RNA sequencing to identify an Immunogenic cell death related prognostic signature in intrahepatic cholangiocarcinoma

肝内胆管癌 核糖核酸 计算生物学 细胞 生物 医学 病理 基因 遗传学
作者
Bowen Sha,Fei Tong,Qing‐Hua Shu,Miao Wu,Liang Zhao,Yufeng Zhang
出处
期刊:Scientific Reports [Nature Portfolio]
卷期号:15 (1)
标识
DOI:10.1038/s41598-025-08602-1
摘要

Immunogenic cell death (ICD) is crucial for cancer development and enhances the effectiveness of immunotherapy by triggering an adaptive immune response. However, the impact of ICD-related genes (ICDRGs) on iCCA progression and patient prognosis remains unclear. iCCA samples from The Cancer Genome Atlas (TCGA) were categorized into two ICD-associated subtypes by consensus clustering, and patient prognosis in these subgroups was assessed. Single-cell RNA sequencing was conducted on viable cells from 8 iCCA patients to understand their transcriptomic profiles, heterogeneity, and immune microenvironment. Principal component analysis (PCA) and uniform manifold approximation and projection (UMAP) analysis were applied to identified 13 cell subpopulations. The gene set enrichment analysis (GSEA) was used to investigate pathway heterogeneity among these subpopulations. CellChat was employed for intercellular communication analysis. Pseudotime trajectory analyses with CytoTRACE and Monocle2 were used to explore differentiation trajectories and functional differences across various states. 30,485 single cells from human iCCA and normal tissues were sequenced, revealing two ICD-associated subtypes. The ICD-low subtype correlates with better clinical outcomes, whereas the ICD-high subtype is linked to increased immune cell infiltration and immune response signaling activity. Distinct biological functions and metabolic characteristics were observed in iCCA between high- and low-ICD groups. High infiltration of ICD-low subtype in iCCA is associated with poor prognosis, potentially through the ANXA-FPR pathway affecting macrophage proliferation and differentiation. Our study constructed an immunogenic cell death-related signature that can promise prognosis prediction and personalized medicine in iCCA. This finding might help guide clinicians for iCCA patients.
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