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Updated: Jun 9, 2026

Visualization, Quantification, and Mapping of Immune Cell Populations in the Tumor Microenvironment
Published on: March 25, 2020
Immune-excluded and immune-suppressive tumor microenvironments: mechanisms, spatial biomarkers, and therapeutic
Bo Wang1, Haixin Ding1, Yutong Li1
1Heilongjiang University of Chinese Medicine, Harbin, China.
Background:
Immune checkpoint inhibitors have improved outcomes in several malignancies, yet durable benefit remains limited in most solid tumors because many lesions exhibit immune-excluded or immune-suppressive tumor microenvironments (TMEs). These resistant states are now understood to arise from coordinated stromal, myeloid, cytokine, vascular, and metabolic programs that prevent effective antitumor immunity and sustain therapeutic failure.
Methods:
This review synthesizes recent evidence on the biological architecture of immune-excluded and immune-suppressive TMEs, with particular emphasis on stromal remodeling, cancer-associated fibroblasts, myeloid-cell dominance, cytokine and chemokine networks, vascular dysfunction, metabolic stress, and organ-specific niche effects. We further integrate emerging data from spatial transcriptomics, multiplex imaging, spatial proteomics, and related platforms to evaluate how spatial biomarkers may refine patient stratification and therapeutic decision-making.
Results:
Current evidence indicates that resistant TMEs are spatially organized and dynamically evolving ecosystems rather than static histologic phenotypes. CAF/ECM remodeling, suppressive myeloid populations, cytokine circuits, vascular dysfunction, and metabolic stress cooperate to impair T-cell trafficking, infiltration, and effector fitness. Spatially resolved technologies may help refine patient stratification by identifying dominant resistance modules, although prospective clinical validation remains limited.
Conclusion:
Immune-excluded and immune-suppressive TMEs represent actionable but heterogeneous resistance states. Future progress will depend on integrating spatially informed biomarker systems, longitudinal profiling, and mechanism-based combination therapies to convert nonresponsive tumors into immunologically permissive niches.
Insights
Immune-excluded and immune-suppressive tumor microenvironments (TMEs) limit immunotherapy benefits in solid tumors. Understanding their spatial organization and targeting resistance mechanisms is key to improving patient outcomes.
Area of Science:
- Oncology
- Immunology
- Cancer Biology
Background:
- Immune checkpoint inhibitors (ICIs) show promise but durable responses are limited in solid tumors.
- Tumor microenvironments (TMEs) often exhibit immune-excluded or immune-suppressive phenotypes, hindering ICI efficacy.
- These resistant TMEs result from complex interactions involving stromal, myeloid, cytokine, vascular, and metabolic factors.
Purpose of the Study:
- To review the biological architecture of immune-excluded and immune-suppressive TMEs.
- To highlight the role of spatial biomarkers in refining patient stratification and therapeutic decisions.
- To synthesize emerging evidence on resistance mechanisms in solid tumors.
Main Methods:
- Review of recent evidence on TME components including stromal remodeling, cancer-associated fibroblasts (CAFs), myeloid cells, cytokines, vascularization, and metabolism.
- Integration of data from spatial transcriptomics, multiplex imaging, and spatial proteomics.
- Evaluation of organ-specific niche effects on TME resistance.
Main Results:
- Resistant TMEs are dynamic, spatially organized ecosystems, not static phenotypes.
- CAF/ECM remodeling, myeloid suppression, cytokine networks, vascular dysfunction, and metabolic stress impede T-cell function.
- Spatially resolved technologies show potential for identifying resistance mechanisms and refining patient stratification.
Conclusions:
- Immune-excluded and immune-suppressive TMEs are actionable but heterogeneous resistance states.
- Future strategies require integrating spatial biomarkers, longitudinal profiling, and combination therapies.
- Converting nonresponsive tumors into immunologically permissive niches is crucial for therapeutic success.
Related Concept Videos
The Tumor Microenvironment
The Tumor Microenvironment

