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Updated: Jan 11, 2026

Mass Cytometry Analysis of Systemic and Local Immune Responses in Hepatocellular Carcinoma
Published on: April 25, 2025
SPINK1-driven cellular heterogeneity and interaction networks in intrahepatic cholangiocarcinoma revealed by
Xiaoxiang Rong1, Jiayun Guan1, Chanqi Ye2
1Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China.
Introduction:
Intrahepatic cholangiocarcinoma (ICC) is a highly heterogeneous and aggressive malignancy with poor prognosis and limited treatment options. The lack of precise molecular classification and incomplete understanding of the tumor microenvironment (TME) impede therapeutic development.
Objectives:
This study aims to dissect the cellular heterogeneity and intercellular interactions in ICC, with a particular focus on SPINK1-overexpressing epithelial subsets. We sought to determine the role of SPINK1 in modulating immune cell recruitment and tumor metabolism, and to evaluate its clinical relevance.
Methods:
We performed single-cell RNA sequencing (scRNA-seq) on human ICC tumors and adjacent normal tissues to construct a transcriptomic atlas. Integrative proteomic analysis, transwell assays, co-culture systems, and functional perturbation experiments (SPINK1 knockdown and ASCT2 inhibition) were conducted to explore epithelial-macrophage interactions and metabolic dynamics.
Results:
ScRNA-seq identified a SPINK1-overexpressing epithelial subcluster enriched in ICC tumors. High SPINK1 expression correlated with significantly shorter patient survival. SPINK1-overexpressing epithelial subcluster secretes CCL20, which recruits lipid-associated macrophages (LAMs). This effect was reversed by CCL20 neutralizing antibodies. In co-culture, LAMs increased intracellular glutamine levels in SPINK1-overexpressing epithelial subcluster, promoting proliferation. Disruption of SPINK1 expression or glutamine transport abolished this metabolic support.
Conclusion:
Our findings uncover a novel SPINK1-CCL20-LAMs axis that orchestrates immune recruitment and metabolic reprogramming in ICC. SPINK1 facilitates tumor growth by establishing a glutamine-rich microenvironment via LAMs. These insights highlight SPINK1 as a potential therapeutic target and prognostic biomarker in ICC.

