Multi‐Omics Profiling and Experimental Verification of Lysosomes‐Related Genes in Hepatocellular Carcinoma

Lysosomes play a crucial role in regulating the growth, invasion and metastasis of different tumour types. However, the specific function of lysosomes in hepatocellular carcinoma (HCC) remains uncertain. We retrieved gene expression and clinical data from the TCGA and GEO databases for HCC samples and established a new lysosome-associated prognostic therapeutic index (LAPTI) based on lysosome-related genes through machine learning. We then systematically analysed clinical characteristics, functional enrichment, tumour immune microenvironment, molecular docking, chemotherapy response and immunotherapy response in HCC. LAPTI, composed of four lysosome-related genes (CTSV, LAPTM4B, DNAJC6, AP1M2), is a reliable prognostic indicator for hepatocellular carcinoma patients and is validated in external data sets. Compared with the low LAPTI group, the high LAPTI group showed poorer prognosis and higher immune cell infiltration levels. We also observed that knocking down CTSV in vitro inhibited the proliferation and migration of hepatocellular carcinoma. This study provides valuable insights into the future clinical treatment of hepatocellular carcinoma by accurately assessing the prognosis of patients with hepatocellular carcinoma.

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Publication Details

Journal
Journal of Cellular and Molecular Medicine
Published
2024-12-01
DOI
https://doi.org/10.1111/jcmm.70225
Citations
1
Primary Topic
Ferroptosis and cancer prognosis
Type
article
Field-Weighted Citation Impact
0.42

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article

Multi‐Omics Profiling and Experimental Verification of Lysosomes‐Related Genes in Hepatocellular Carcinoma

Zhiyong Wang, Peng Zhao, Ping Sun, Guo‐Liang Wang
1 citations
Journal of Cellular and Molecular Medicine
Ferroptosis and cancer prognosis
0.42
article

Multi‐Omics Profiling and Experimental Verification of Lysosomes‐Related Genes in Hepatocellular Carcinoma

Zhiyong Wang, Peng Zhao, Ping Sun, Guo‐Liang Wang
article en
1 citations

Abstract

Lysosomes play a crucial role in regulating the growth, invasion and metastasis of different tumour types. However, the specific function of lysosomes in hepatocellular carcinoma (HCC) remains uncertain. We retrieved gene expression and clinical data from the TCGA and GEO databases for HCC samples and established a new lysosome-associated prognostic therapeutic index (LAPTI) based on lysosome-related genes through machine learning. We then systematically analysed clinical characteristics, functional enrichment, tumour immune microenvironment, molecular docking, chemotherapy response and immunotherapy response in HCC. LAPTI, composed of four lysosome-related genes (CTSV, LAPTM4B, DNAJC6, AP1M2), is a reliable prognostic indicator for hepatocellular carcinoma patients and is validated in external data sets. Compared with the low LAPTI group, the high LAPTI group showed poorer prognosis and higher immune cell infiltration levels. We also observed that knocking down CTSV in vitro inhibited the proliferation and migration of hepatocellular carcinoma. This study provides valuable insights into the future clinical treatment of hepatocellular carcinoma by accurately assessing the prognosis of patients with hepatocellular carcinoma.

Journal of Cellular and Molecular MedicineVol. 28(24)
Union Hospital (HK), Huazhong University of Science and Technology (CN)
National Natural Science Foundation of China
No poverty
Openalex Percentile: Top 29%
Ferroptosis and cancer prognosis
0.42
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Multi‐Omics Profiling and Experimental Verification of Lysosomes‐Related Genes in Hepatocellular Carcinoma — Zhiyong Wang, Peng Zhao, et al. · Journal of Cellular and Molecular Medicine (2024) | TGRS Research Map | TGRS