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Updated: Jun 30, 2025

Author Spotlight: Investigating Immune Cell Dynamics in the Tumor Microenvironment — Challenges and Innovations in Cancer Prognosis
Published on: April 12, 2024
Single-cell and spatial analyses revealed the co-location of cancer stem cells and SPP1+ macrophage in hypoxic region
Guangyu Fan1, Tongji Xie1, Lin Li2
1Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs; No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
This study identifies a cancer stem cell (CSC) signature in hepatocellular carcinoma (HCC) and reveals their spatial co-location with SPP1+ macrophages in hypoxic regions, impacting patient prognosis and immunotherapy response.
Area of Science:
- Oncology
- Cancer Biology
- Immunology
Background:
- Classical cancer stem cell (CSC) markers in hepatocellular carcinoma (HCC) overlap with normal stem cells, posing risks to hepatic regeneration.
- The spatial organization of CSCs in HCC remains poorly understood, limiting targeted therapeutic strategies.
Purpose of the Study:
- To develop a novel CSC signature for HCC.
- To elucidate the spatial structure and tumor microenvironment (TME) interactions of HCC CSCs.
- To identify potential therapeutic targets and predict patient outcomes.
Main Methods:
- Integrated single-cell and spatial transcriptomic data analysis (56,022 cells, 38,191 spots).
- Utilized CytoTRACE for CSC identification and Weighted Gene Co-expression Network Analysis (WGCNA) for signature development.
- Analyzed macrophage infiltration, hypoxia markers, immune cell exclusion, and cell-cell communication pathways.
Main Results:
- Identified a 107-gene CSC signature associated with upregulated proliferation pathways (HIF1A).
- Revealed co-localization of CSCs and SPP1+ macrophages (Macro_SPP1) in hypoxic tumor regions, expressing MMPs.
- Demonstrated CSC and Macro_SPP1 association with poor prognosis, immunotherapy resistance, CD8 T cell exclusion, and SPP1-CD44/ITGA/ITGB signaling.
Conclusions:
- A robust CSC signature for HCC was established, highlighting HIF1A's role.
- The spatial interplay between CSCs, Macro_SPP1, and hypoxia creates a pro-tumorigenic TME.
- Findings offer insights into HCC progression and suggest novel therapeutic avenues targeting CSC-macrophage interactions and hypoxia.
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