Tissue galectin-3 as a potential prognostic biomarker in type 2 diabetes patients with hepatocellular carcinoma: in vitro and in silico approaches

Abstract Type 2 diabetes (T2D) is a chronic metabolic disorder characterized by hyperglycemia, generating circulating glycated albumin (GA). The development and progression of liver cancer, and more specifically hepatocellular carcinoma (HCC), are increased in patients with T2D. To facilitate early diagnosis and appropriate therapeutic strategies, we sought to identify novel HCC biomarkers in these patients by investigating the biological impact of GA on HepG2 and metastatic HuH7 HCC cell lines. After treatment with various concentrations (25–200 µg/mL) of methylglyoxal-derived GA, cell viability, migration, and invasion were assessed, respectively, by CellTiter-Glo ® , scratch assay, and Matrigel™-coated Transwell™ inserts. The expression of signaling and oncology-related proteins was monitored using Western blot and protein array analyses. GA significantly and dose-dependently modulated cell viability, wound healing, and oncogenic p-ERK according to a bell-shaped curve, compared to untreated cells, the control. At 100 µg/mL, GA significantly stimulated cell invasion and augmented ribosomal protein S6 phosphorylation, EpCAM, and galectin-3 expression in metastatic HuH7 cells, mainly to a lesser extent in HepG2 cells. TCGA database analysis revealed, unlike EpCAM, a positive correlation between the high expression levels of genes encoding pS6 kinase and galectin-3, and liver cancer patients’ high BMI, advanced stages of HCC, metastatic status, and poor overall survival. By immunohistochemical staining, only galectin-3 was detected significantly in HCC tissues from T2D Saudi patients compared to their non-diabetic counterparts. A larger cohort is needed to evaluate galectin-3 expression as a potential biomarker and its prognostic values in T2D patients with HCC.

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Journal
Scientific Reports
Published
2026-10-05
DOI
https://doi.org/10.1038/s41598-026-72650-4
Primary Topic
Galectins and Cancer Biology
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article
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article

Tissue galectin-3 as a potential prognostic biomarker in type 2 diabetes patients with hepatocellular carcinoma: in vitro and in silico approaches

Hamad Al‐Eidi, Hadel Alsaran, Abdulmonem Ali Alsaleh, Majed M. Alotaibi et al.
Scientific Reports
Galectins and Cancer Biology
article

Tissue galectin-3 as a potential prognostic biomarker in type 2 diabetes patients with hepatocellular carcinoma: in vitro and in silico approaches

Hamad Al‐Eidi, Hadel Alsaran, Abdulmonem Ali Alsaleh, Majed M. Alotaibi, Sabine Matou‐Nasri, Haitham S. Alkadi, Mariam K. Alamoudi, M Sarawatense Aldawood, Rehab AlRoshody, Fatimah Alanazi, Yara Almihmadi, Ahood H. Alsayed, Ali A. Alfayez, Amina Munye
article en

Abstract

Abstract Type 2 diabetes (T2D) is a chronic metabolic disorder characterized by hyperglycemia, generating circulating glycated albumin (GA). The development and progression of liver cancer, and more specifically hepatocellular carcinoma (HCC), are increased in patients with T2D. To facilitate early diagnosis and appropriate therapeutic strategies, we sought to identify novel HCC biomarkers in these patients by investigating the biological impact of GA on HepG2 and metastatic HuH7 HCC cell lines. After treatment with various concentrations (25–200 µg/mL) of methylglyoxal-derived GA, cell viability, migration, and invasion were assessed, respectively, by CellTiter-Glo ® , scratch assay, and Matrigel™-coated Transwell™ inserts. The expression of signaling and oncology-related proteins was monitored using Western blot and protein array analyses. GA significantly and dose-dependently modulated cell viability, wound healing, and oncogenic p-ERK according to a bell-shaped curve, compared to untreated cells, the control. At 100 µg/mL, GA significantly stimulated cell invasion and augmented ribosomal protein S6 phosphorylation, EpCAM, and galectin-3 expression in metastatic HuH7 cells, mainly to a lesser extent in HepG2 cells. TCGA database analysis revealed, unlike EpCAM, a positive correlation between the high expression levels of genes encoding pS6 kinase and galectin-3, and liver cancer patients’ high BMI, advanced stages of HCC, metastatic status, and poor overall survival. By immunohistochemical staining, only galectin-3 was detected significantly in HCC tissues from T2D Saudi patients compared to their non-diabetic counterparts. A larger cohort is needed to evaluate galectin-3 expression as a potential biomarker and its prognostic values in T2D patients with HCC.

Scientific Reports
Prince Sattam Bin Abdulaziz University (SA), George Mason University (US), King Saud bin Abdulaziz University for Health Sciences (SA), King Fahd Medical City (SA), King Abdullah International Medical Research Center (SA), National Guard Health Affairs (SA), University of Greenwich (GB)
Openalex Percentile: Top 18%
Galectins and Cancer Biology
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