Related Experiment Video
Updated: Aug 5, 2026

09:53
Quantifying the Brain Metastatic Tumor Micro-Environment using an Organ-On-A Chip 3D Model, Machine Learning, and Confocal Tomography
Published on: August 16, 2020
Spatiotemporal multiomics uncover tumor ecosystem dynamics during metastatic colonization
Yunfan Sun1,2, Yu Zhong3,4,5, Shang Liu3,4,6
1Zhongshan-BGI Precision Medical Center, Zhongshan Hospital, Fudan University, Shanghai, China.
Summary
Quiescent cancer cells evade immune clearance by epigenetically silencing immune signals, promoting micrometastasis. Targeting this PHGDH-H3K27me3 axis or specific macrophages can restore immune surveillance and inhibit cancer spread.
Area of Science:
- Oncology
- Cancer Biology
- Immunology
Background:
- Mechanisms of tumor cell-microenvironment interactions in metastasis are poorly understood.
- Disseminated tumor cells (DTCs) face immune clearance and require specific niches for colonization.
Purpose of the Study:
- To investigate the spatiotemporal dynamics of DTCs and their microenvironment during metastatic colonization.
- To identify key cellular and molecular players enabling micrometastasis formation and outgrowth.
Main Methods:
- Integrated multimodal single-cell and spatial profiling in mouse models and human liver metastases.
- Tracking DTCs from single-cell seeding to overt lung metastasis.
- Investigating the role of PHGDH, H3K27me3, and interstitial macrophages in immune evasion.
Main Results:
- Identified a quiescent, *Phgdh*high DTC population surviving innate immunity and enriching in micrometastases.
- These DTCs epigenetically silenced chemokines via PHGDH-H3K27me3, creating an immune-scarce microenvironment.
- *Cx3cr1*high interstitial macrophages were transiently enriched, recruiting immunosuppressive cells and promoting immune privilege.
- Inactivating the PHGDH-H3K27me3 axis or depleting interstitial macrophages restored immune surveillance and inhibited metastasis.
Conclusions:
- DTCs actively shape their microenvironment to evade immune detection and promote metastatic expansion.
- The PHGDH-H3K27me3 pathway in DTCs and interstitial macrophages are critical regulators of early metastatic colonization.
- Targeting these mechanisms offers potential therapeutic strategies against micrometastasis.

