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Updated: Oct 31, 2025

Mass Cytometry Analysis of Systemic and Local Immune Responses in Hepatocellular Carcinoma
Published on: April 25, 2025
Phenotypic Characterization by Single-Cell Mass Cytometry of Human Intrahepatic and Peripheral NK Cells in Patients
Yuichi Yoshida1,2, Sachiyo Yoshio1, Taiji Yamazoe1
1Department of Liver Diseases, The Research Center for Hepatitis and Immunology, National Center for Global Health and Medicine, Ichikawa, Chiba 272-8516, Japan.
Abstract:
Overall response rates of systemic therapies against advanced hepatocellular carcinoma (HCC) remain unsatisfactory. Thus, searching for new immunotherapy targets is indispensable. NK cells are crucial effectors and regulators in the tumor microenvironment and a determinant of responsiveness to checkpoint inhibitors. We revealed the landscape of NK cell phenotypes in HCC patients to find potential immunotherapy targets. Using single cell mass cytometry, we analyzed 32 surface markers on CD56dim and CD56bright NK cells, which included Sialic acid-binding immunoglobulin-type lectins (Siglecs). We compared peripheral NK cells between HCC patients and healthy volunteers. We also compared NK cells, in terms of their localizations, on an individual patient bases between peripheral and intrahepatic NK cells from cancerous and noncancerous liver tissues. In the HCC patient periphery, CD160+CD56dim NK cells that expressed Siglec-7, NKp46, and NKp30 were reduced, while CD49a+CD56dim NK cells that expressed Siglec-10 were increased. CD160 and CD49a on CD56dim NK cells were significantly correlated to other NK-related markers in HCC patients, which suggested that CD160 and CD49a were signature molecules. CD49a+ CX3CR1+ Siglec-10+ NK cells had accumulated in HCC tissues. Considering further functional analyses, CD160, CD49a, CX3CR1, and Siglec-10 on CD56dim NK cells may be targets for immunotherapies of HCC patients.
Insights
New research identifies specific Natural Killer (NK) cell phenotypes in hepatocellular carcinoma (HCC) patients. CD160 and CD49a on CD56dim NK cells are potential targets for novel HCC immunotherapies.
Area of Science:
- Immunology
- Oncology
- Cell Biology
Background:
- Systemic therapies for advanced hepatocellular carcinoma (HCC) have limited efficacy.
- Identifying novel immunotherapy targets is crucial for improving HCC treatment outcomes.
- Natural Killer (NK) cells play a key role in anti-tumor immunity and response to therapies.
Purpose of the Study:
- To investigate the landscape of NK cell phenotypes in HCC patients.
- To identify potential NK cell-based immunotherapy targets for HCC.
Main Methods:
- Single cell mass cytometry was used to analyze 32 surface markers on CD56dim and CD56bright NK cells.
- Peripheral NK cells from HCC patients and healthy volunteers were compared.
- NK cells from peripheral and intrahepatic tissues (cancerous and noncancerous) of HCC patients were analyzed.
Main Results:
- In HCC patients, peripheral CD160+CD56dim NK cells expressing Siglec-7, NKp46, and NKp30 were decreased.
- Peripheral CD49a+CD56dim NK cells expressing Siglec-10 were increased in HCC patients.
- CD160 and CD49a were identified as signature molecules on CD56dim NK cells, correlating with other NK markers.
- CD49a+ CX3CR1+ Siglec-10+ NK cells were found to accumulate within HCC tissues.
Conclusions:
- CD160 and CD49a are potential signature molecules for CD56dim NK cells in HCC.
- Accumulation of CD49a+ CX3CR1+ Siglec-10+ NK cells in HCC tissues warrants further investigation.
- CD160, CD49a, CX3CR1, and Siglec-10 on CD56dim NK cells represent promising targets for HCC immunotherapy.
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