Related Experiment Video
Updated: Sep 28, 2025

Author Spotlight: Investigating Immune Cell Dynamics in the Tumor Microenvironment — Challenges and Innovations in Cancer Prognosis
Published on: April 12, 2024
Immune cell atlas of cholangiocarcinomas reveals distinct tumor microenvironments and associated prognoses
Tao Xia1,2,3,4, Keyu Li1,2,3,5, Nan Niu1,2,3,4
1Department of Oncology, Johns Hopkins University School of Medicine, 1650 Orleans Street, CRB1 Room 351, Baltimore, MD, 21231, USA.
Background:
Immunotherapy has demonstrated a limited clinical efficacy in approximately 5% of cholangiocarcinoma. The main challenges for an effective immunotherapy response in cholangiocarcinoma arise from the tumor microenvironment, which is poorly understood.
Methods:
For a comprehensive analysis of the tumor microenvironment in cholangiocarcinoma, we performed multiplex immunohistochemistry with two 15-marker immune panels and Nanostring assays for a comprehensive analysis of 104 surgically resected cholangiocarcinomas including intrahepatic, hilar, and distal cholangiocarcinoma. We also validated some key findings with a batch integration analysis of published single cell RNA sequencing data.
Results:
This study found that natural killer cells occupy the largest immune cell compartment in cholangiocarcinoma. Granzyme-B+CD8+ effector T cells are significantly associated with better overall survival in both intrahepatic and distal cholangiocarcinoma. Above 85% of intrahepatic cholangiocarcinomas with higher density of PD-1-EOMES-CD8+ effector T cells are associated with long-term survival. However, only the density of PD-1-EOMES-CD8+ T cells in the tumor areas, but not in the peripheries of the tumors, is prognostic. In all three cholangiocarcinoma subtypes, T regulator cells are significantly associated with a poor prognosis; however, M1 and M2 tumor-associated macrophages or PD-L1+ tumor-associated macrophage demonstrate different prognostic values. Combining PD-L1+ M1 or M2, PD-L1- M1 or M2 tumor-associated macrophages, and T regulator cells to subgroup intrahepatic and distal cholangiocarcinoma, the prognosis is significantly better distinguished. Moreover, PD-L1- M2 tumor-associated macrophages is associated with a good prognosis in intrahepatic and distal cholangiocarcinoma, suggesting this subtype of M2 tumor-associated macrophages may be antitumoral. Interestingly, lower densities of various types of immunosuppressive cells are associated with decreased infiltration of effector T cells in distal and hilar cholangiocarcinoma, but not in intrahepatic cholangiocarcinoma. In intrahepatic cholangiocarcinoma, PD-L1+ tumor-associated macrophages exert their immunosuppressive function likely through promoting T cell exhaustion.
Conclusions:
This study suggests that the densities of Granzyme-B+CD8+ effector T cells and non-exhausted PD-1-EOMES-CD8+ T cells and the PD-L1 status in the tumor-associated macrophages are prognostic makers in cholangiocarcinomas. The study also supports targeting PD-L1+ tumor-associated macrophages as the immunotherapy for cholangiocarcinoma.
Insights
This study reveals key immune cell markers in cholangiocarcinoma, identifying Granzyme-B+CD8+ effector T cells and PD-1-EOMES-CD8+ T cells as prognostic indicators for better survival. Targeting PD-L1+ tumor-associated macrophages may enhance immunotherapy response.
Area of Science:
- Immunology
- Oncology
- Cancer Research
Background:
- Immunotherapy efficacy in cholangiocarcinoma (bile duct cancer) is limited, affecting only about 5% of patients.
- The tumor microenvironment's role in limiting immunotherapy response is not well understood.
Purpose of the Study:
- To comprehensively analyze the tumor microenvironment in cholangiocarcinoma.
- To identify prognostic biomarkers for immunotherapy response in cholangiocarcinoma.
Main Methods:
- Multiplex immunohistochemistry with 15-marker immune panels and Nanostring assays on 104 surgically resected cholangiocarcinomas.
- Validation using integrated analysis of published single-cell RNA sequencing data.
Main Results:
- Natural killer cells are the most abundant immune cells. Granzyme-B+CD8+ effector T cells and non-exhausted PD-1-EOMES-CD8+ T cells correlate with better survival.
- Tumor-associated macrophages (TAMs) and T regulator cells have varying prognostic values; specific combinations improve prognosis prediction.
- PD-L1+ TAMs in intrahepatic cholangiocarcinoma may promote T cell exhaustion, suggesting an immunosuppressive role.
Conclusions:
- Granzyme-B+CD8+ effector T cells, non-exhausted PD-1-EOMES-CD8+ T cells, and PD-L1 status in TAMs are prognostic markers for cholangiocarcinoma.
- Targeting PD-L1+ TAMs is a potential immunotherapy strategy for cholangiocarcinoma.

