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Updated: Feb 13, 2026

Enrichment and Characterization of the Tumor Immune and Non-immune Microenvironments in Established Subcutaneous Murine Tumors
Published on: June 7, 2018
Association of Circulating T Cell and Tumor Microenvironment Profiles with Immune Checkpoint Blockade Outcomes in
Evan Rosenbaum1,2, Fiona Ehrich3, Mohammad Yosofvand3
1Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
Identifying circulating T cell immunotypes and tumor microenvironment subtypes can predict immune checkpoint blockade (ICB) response in sarcoma. A proliferative T cell immunotype indicates poor outcomes, while an immune-enriched/non-fibrotic tumor microenvironment suggests superior response to ICB therapy.
Area of Science:
- Oncology
- Immunology
- Biomarker Discovery
Background:
- Immune checkpoint blockade (ICB) efficacy in sarcoma is limited to a subset of patients.
- Predictive biomarkers are crucial for optimizing patient selection for ICB therapy.
Purpose of the Study:
- To identify biomarkers associated with response and resistance to ICB in sarcoma patients.
- To explore circulating T cell immunotypes and tumor microenvironment (TME) subtypes as predictors of ICB outcomes.
Main Methods:
- Analyzed peripheral blood mononuclear cells (PBMCs) and tumor tissues from sarcoma patients on ICB clinical trials.
- Utilized flow cytometry to define T cell immunotypes and RNA sequencing to classify TME subtypes.
- Applied a deep-learning model to hematoxylin and eosin (H&E) slides for lymphoid aggregate quantification.
Main Results:
- A proliferative (PRO) circulating T cell immunotype correlated with inferior overall survival (OS).
- An immune-enriched/non-fibrotic TME subtype was linked to higher response rates, improved progression-free survival, and longer OS.
- Automated H&E slide analysis showed potential in identifying immune-enriched TME features.
Conclusions:
- PRO T cell immunotype predicts poor ICB outcomes, whereas immune-enriched/non-fibrotic TME predicts favorable outcomes in sarcoma.
- Multimodal biomarker approaches, including T cell immunotypes and TME characteristics, are essential for predicting ICB response.
- Automated analysis of H&E slides offers a promising tool for TME assessment in immunotherapy selection.
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