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Navigating the Mass Spectrometry-Based Proteomic Data Using Free Computational Tools
Published on: August 19, 2025
Proteomic study of hepatocellular carcinoma using a novel modified aptamer-based array (SOMAscan™) platform
Zhiwei Qiao1, Xiaoqing Pan1, Cuneyd Parlayan1
1Division of Rare Cancer Research, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan.
This study used aptamer-based arrays to analyze hepatocellular carcinoma (HCC) proteomes, identifying proteins linked to cancer development and vascular invasion, offering potential biomarkers for HCC. This research advances understanding of HCC progression and therapeutic targets.
Area of Science:
- Proteomics and Cancer Biology
Background:
- Vascular invasion is a key indicator of poor prognosis in hepatocellular carcinoma (HCC), correlating with early recurrence and reduced survival post-resection.
- Understanding the proteomic differences between tumor and non-tumor tissues is crucial for identifying mechanisms of HCC carcinogenesis and vascular invasion.
Purpose of the Study:
- To investigate the proteomic profiles associated with HCC carcinogenesis and vascular invasion using a novel aptamer-based array.
- To identify potential protein biomarkers for HCC progression and vascular invasion.
Main Methods:
- Employed a modified aptamer-based array (SOMAscan) platform to quantitatively assess the expression levels of 1129 proteins.
- Analyzed proteomic data from tumor and non-tumor tissues using correlation matrix, comparative studies, Gene Ontology, and network analyses.
- Validated findings with western blotting for specific protein levels.
Main Results:
- Significant differences in proteomic features were observed between HCC tumor and non-tumor tissues, with tumor tissues exhibiting more heterogeneous proteomes.
- Identified 68 differentially expressed proteins between tumor and non-tumor tissues, and eight proteins associated with vascular invasion.
- Network analysis highlighted seven key proteins (AKT1, MDM2, PTEN, FGF1, MAPK8, PRKCB, and FN1) involved in cancer pathways. Only FN1 levels were concordant between SOMAscan and western blotting.
Conclusions:
- The SOMAscan platform effectively captured proteomic signatures relevant to HCC carcinogenesis and vascular invasion.
- The identified differentially expressed proteins, particularly those linked to vascular invasion and cancer pathways, represent promising candidates for further research into HCC mechanisms and clinical applications.
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