Related Experiment Video
Updated: Jun 22, 2025

Visualization, Quantification, and Mapping of Immune Cell Populations in the Tumor Microenvironment
Published on: March 25, 2020
Single-cell spatial multiomics reveals tumor microenvironment vulnerabilities in cancer resistance to immunotherapy
Camelia Quek1, Aditya Pratapa2, Xinyu Bai1
1Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia; Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia; Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
Abstract:
Heterogeneous resistance to immunotherapy remains a major challenge in cancer treatment, often leading to disease progression and death. Using CITE-seq and matched 40-plex PhenoCycler tissue imaging, we performed longitudinal multimodal single-cell analysis of tumors from metastatic melanoma patients with innate resistance, acquired resistance, or response to immunotherapy. We established the multimodal integration toolkit to align transcriptomic features, cellular epitopes, and spatial information to provide deeper insights into the tumors. With longitudinal analysis, we identified an "immune-striving" tumor microenvironment marked by peri-tumor lymphoid aggregates and low infiltration of T cells in the tumor and the emergence of MITF+SPARCL1+ and CENPF+ melanoma subclones after therapy. The enrichment of B cell-associated signatures in the molecular composition of lymphoid aggregates was associated with better survival. These findings provide further insights into the establishment of microenvironmental cell interactions and molecular composition of spatial structures that could inform therapeutic intervention.
Insights
Heterogeneous resistance to immunotherapy poses a challenge in cancer. This study reveals an "immune-striving" tumor microenvironment and specific melanoma subclones associated with immunotherapy outcomes.
Area of Science:
- Oncology
- Immunology
- Genomics
Background:
- Heterogeneous resistance to immunotherapy is a significant hurdle in cancer treatment, frequently resulting in disease progression and mortality.
- Understanding the tumor microenvironment's role in immunotherapy resistance is crucial for developing effective therapeutic strategies.
Purpose of the Study:
- To perform longitudinal multimodal single-cell analysis of tumors from metastatic melanoma patients with varying responses to immunotherapy.
- To establish a toolkit for integrating transcriptomic, cellular epitope, and spatial data for deeper tumor insights.
Main Methods:
- Utilized CITE-seq and 40-plex PhenoCycler tissue imaging for longitudinal multimodal single-cell analysis.
- Developed a multimodal integration toolkit to align transcriptomic, cellular epitope, and spatial information.
- Analyzed tumors from metastatic melanoma patients exhibiting innate resistance, acquired resistance, or response to immunotherapy.
Main Results:
- Identified an "immune-striving" tumor microenvironment characterized by peri-tumor lymphoid aggregates and reduced T-cell infiltration.
- Observed the emergence of MITF+SPARCL1+ and CENPF+ melanoma subclones post-therapy in resistant cases.
- Found that enrichment of B cell-associated signatures in lymphoid aggregates correlated with improved patient survival.
Conclusions:
- Longitudinal multimodal analysis provides critical insights into the dynamics of the tumor microenvironment during immunotherapy.
- Specific melanoma subclones and lymphoid aggregate composition are associated with immunotherapy resistance and patient outcomes.
- These findings can inform the development of novel therapeutic interventions targeting tumor-immune interactions.
More Related Videos
06:32Author Spotlight: Unlocking Insights into the Immune Cell Landscape of Tumors
Published on: August 18, 2023
06:05Author Spotlight: Multiplex Immunofluorescence Combined with Spatial Image Analysis for the Clinical and Biological Assessment of the Tumor Microenvironment
Published on: June 2, 2023
Related Concept Videos
The Tumor Microenvironment
Tumor Immunotherapy
Adaptive Mechanisms in Cancer Cells
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Treatment Resistant Cancers
Cancer Stem Cells and Tumor Maintenance
Cancer stem cells are thought to originate from tissue-specific normal stem cells or progenitor cells. The normal stem cells usually reside in...