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Secretory Lysosome-Related Gene Signature Defines the Immune Microenvironment and Identifies RGS2 as a Prometastatic
Zhipeng Ye1, BuLang Tang2, Yuanjian Zhang1
1Hepatology Unit, Departments of Infectious Disease, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China, gzfezx.com.
Human Mutation
|May 18, 2026
Summary
This study developed a predictive signature using immune lysosome-related genes to assess hepatocellular carcinoma (HCC) risk and guide treatment. The signature, along with RGS2, shows potential for improving HCC patient outcomes and therapeutic strategies.
Area of Science:
- Oncology
- Immunology
- Genetics
Background:
- Hepatocellular carcinoma (HCC) is aggressive with poor immunotherapy response.
- Secretory lysosomes (SLs) influence immune responses, but their role in HCC is unclear.
- Investigating secretory lysosome-related genes (SLRGs) is crucial for HCC prognosis.
Purpose of the Study:
- To develop a predictive signature for HCC prognosis using immune lysosome-related genes (immLysorgs).
- To evaluate the functional role of RGS2 in HCC progression and its potential as a therapeutic target.
Main Methods:
- Identified 13 immLysorgs and analyzed TCGA-LIHC and GSE76427 cohort data.
- Utilized non-negative matrix factorization and consensus clustering for molecular subtyping.
- Developed a predictive model (immLysoS) using LASSO and Cox regression, including GZMH, KLRB1, RGS2, and SLC6A1, and validated it across cohorts. Functional studies assessed RGS2's role.
Main Results:
- Discovered two subtypes (C1/C2) and two genotypes (A/B), with C2/A showing better survival and immune infiltration.
- The immLysoS signature effectively stratified patients into risk groups with distinct survival outcomes.
- High immLysoS scores correlated with advanced HCC, higher grade, and specific mutations (TP53, CTNNB1). Low-risk patients showed better response to PD-L1 inhibitors and sorafenib.
- RGS2 knockdown inhibited HCC cell proliferation, migration, and tumor growth in vitro and in vivo.
Conclusions:
- The immLysoS signature is a valuable tool for HCC risk assessment and personalized therapy recommendations.
- It links SL-related genes to immune characteristics and treatment response in HCC.
- RGS2 is identified as a potential oncogenic driver and therapeutic target in HCC, warranting further investigation.
Keywords:
RGS2hepatocellular carcinomaimmunotherapyprognostic signaturerisk stratificationsecretory lysosomestumor immune microenvironment
