ArticleJournal for immunotherapy of cancer2022
Multimodule characterization of immune subgroups in intrahepatic cholangiocarcinoma reveals distinct therapeutic vulnerabilities.
Article in Journal for immunotherapy of cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers.
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Who cites it
48 citing papers in PubMed, 74 citations in OpenAlex.
- Cholangiocarcinoma:Unveiling the cold tumor microenvironment and strategies for immune rejuvenation.Oncogene · 2026Review
- SPINK1-driven cellular heterogeneity and interaction networks in intrahepatic cholangiocarcinoma revealed by integrated multi-omics analysis.Journal of advanced research · 2026Article
- Advances in Immunotherapy for Intrahepatic Cholangiocarcinoma.International journal of molecular sciences · 2026Review
- Role of the stromal and immune microenvironment in intrahepatic cholangiocarcinoma.JHEP reports : innovation in hepatology · 2026Review
- The Evolving Landscape of Immune Regulation and Immunotherapy in Cholangiocarcinoma and Biliary Tract Cancer.Cancers · 2026Review
- Robust transcriptomic hallmarks targeting intratumor heterogeneity in intrahepatic cholangiocarcinoma.Cell reports. Medicine · 2026Article
- How to efficiently establish animal models of cholangiocarcinoma: challenges and inspiration.Medical review (2021) · 2026Review
- Proteomic characterization of intrahepatic cholangiocarcinoma identifies risk-stratifying subgroups and EIF4A1 as a therapeutic target.Nature communications · 2026Article
- Stratifying cholangiocarcinoma: tumor microenvironment, molecular drivers, and novel immunotherapeutic approaches.Clinical and molecular hepatology · 2026Review
- Tertiary lymphoid structure topotypes in intrahepatic cholangiocarcinoma: spatial immunity, checkpoint-response associations, and therapeutic reprogramming.Frontiers in immunology · 2026Review
- Single-cell insights into tumor microenvironment heterogeneity and plasticity: transforming precision therapy in gastrointestinal cancers.Journal of experimental & clinical cancer research : CR · 2025Review
- A pathomics-integrated multimodal model to evaluate chemoimmunotherapy efficacy in unresectable intrahepatic cholangiocarcinoma.JHEP reports : innovation in hepatology · 2025Article
- Precision medicine for advanced biliary tract cancer in China: current status and future perspectives.Frontiers of medicine · 2025Review
- An MRI-based model for preoperative prediction of tertiary lymphoid structures in patients with gallbladder cancer.Insights into imaging · 2025Article
- Leveraging Multimodal Foundation Models in Biliary Tract Cancer Research.Tomography (Ann Arbor, Mich.) · 2025Review
- An oxidative stress related gene signature predicts prognosis in cholangiocarcinoma.Discover oncology · 2025Article
- A 23-gene multi-omics signature predicts prognosis and treatment response in non-small cell lung cancer.Discover oncology · 2025Article
- The Sunrise of Tertiary Lymphoid Structures in Cancer.Immunological reviews · 2025Review
- Molecular and Histological Profiles and Relevant Imaging Signatures of Intrahepatic Cholangiocarcinoma.Journal of clinical and translational hepatology · 2025Review
- Review
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Authors and funding
22 authors at 5 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundImmune microenvironment is well recognized as a critical regulator across cancer types, despite its complex roles in different disease conditions. Intrahepatic cholangiocarcinoma (iCCA) is characterized by a tumor-reactive milieu, emphasizing a deep insight into its immunogenomic profile to provide prognostic and therapeutic implications.
methodsWe performed genomic, transcriptomic, and proteomic characterization of 255 paired iCCA and adjacent liver tissues. We validated our findings through H&E staining (n=177), multiplex immunostaining (n=188), single-cell RNA sequencing (scRNA-seq) (n=10),
resultsIntegrated multimodule data identified three immune subgroups with distinct clinical, genetic, and molecular features, designated as IG1 (immune-suppressive, 25.1%), IG2 (immune-exclusion, 42.7%), and IG3 (immune-activated, 32.2%). IG1 was characterized by excessive infiltration of neutrophils and immature dendritic cells (DCs). The hallmark of IG2 was the relatively higher tumor-proliferative activity and tumor purity. IG3 exhibited an enrichment of adaptive immune cells, natural killer cells, and activated DCs. These immune subgroups were significantly associated with prognosis and validated in two independent cohorts. Tumors with
conclusionsOur study elucidates that the immunogenomic traits of iCCA are intrinsically heterogeneous among patients, posing great challenge and opportunity for the application of personalized immunotherapy.
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