Identification of the collagen type 1 α 1 gene (COL1A1) as a candidate survival-related factor associated with hepatocellular carcinoma
- PMID: 24552139
- PMCID: PMC4015503
- DOI: 10.1186/1471-2407-14-108
Identification of the collagen type 1 α 1 gene (COL1A1) as a candidate survival-related factor associated with hepatocellular carcinoma
Abstract
Background: Hepatocellular carcinoma (HCC) is one of the major causes of cancer-related death especially among Asian and African populations. It is urgent that we identify carcinogenesis-related genes to establish an innovative treatment strategy for this disease.
Methods: Triple-combination array analysis was performed using one pair each of HCC and noncancerous liver samples from a 68-year-old woman. This analysis consists of expression array, single nucleotide polymorphism array and methylation array. The gene encoding collagen type 1 alpha 1 (COL1A1) was identified and verified using HCC cell lines and 48 tissues from patients with primary HCC.
Results: Expression array revealed that COL1A1 gene expression was markedly decreased in tumor tissues (log2 ratio -1.1). The single nucleotide polymorphism array showed no chromosomal deletion in the locus of COL1A1. Importantly, the methylation value in the tumor tissue was higher (0.557) than that of the adjacent liver tissue (0.008). We verified that expression of this gene was suppressed by promoter methylation. Reactivation of COL1A1 expression by 5-aza-2'-deoxycytidine treatment was seen in HCC cell lines, and sequence analysis identified methylated CpG sites in the COL1A1 promoter region. Among 48 pairs of surgical specimens, 13 (27.1%) showed decreased COL1A1 mRNA expression in tumor sites. Among these 13 cases, 10 had promoter methylation at the tumor site. The log-rank test indicated that mRNA down-regulated tumors were significantly correlated with a poor overall survival rate (P = 0.013).
Conclusions: Triple-combination array analysis successfully identified COL1A1 as a candidate survival-related gene in HCCs. Epigenetic down-regulation of COL1A1 mRNA expression might have a role as a prognostic biomarker of HCC.
Figures





Similar articles
-
Identification of the A kinase anchor protein 12 (AKAP12) gene as a candidate tumor suppressor of hepatocellular carcinoma.J Surg Oncol. 2012 Mar 15;105(4):381-6. doi: 10.1002/jso.22135. Epub 2011 Nov 3. J Surg Oncol. 2012. PMID: 22052684
-
Epidermal growth factor-containing fibulin-like extracellular matrix protein 1, EFEMP1, a novel tumor-suppressor gene detected in hepatocellular carcinoma using double combination array analysis.Ann Surg Oncol. 2010 Mar;17(3):923-32. doi: 10.1245/s10434-009-0790-0. Epub 2009 Nov 7. Ann Surg Oncol. 2010. PMID: 19898900
-
CCNJ detected by triple combination array analysis as a tumor-related gene of hepatocellular carcinoma.Int J Oncol. 2015 May;46(5):1963-70. doi: 10.3892/ijo.2015.2892. Epub 2015 Feb 11. Int J Oncol. 2015. PMID: 25672416
-
Protein tyrosine kinase 7: a hepatocellular carcinoma-related gene detected by triple-combination array.J Surg Res. 2015 May 15;195(2):444-53. doi: 10.1016/j.jss.2014.12.045. Epub 2014 Dec 31. J Surg Res. 2015. PMID: 25796105
-
Detection of doublecortin domain-containing 2 (DCDC2), a new candidate tumor suppressor gene of hepatocellular carcinoma, by triple combination array analysis.J Exp Clin Cancer Res. 2013 Sep 14;32(1):65. doi: 10.1186/1756-9966-32-65. J Exp Clin Cancer Res. 2013. PMID: 24034596 Free PMC article.
Cited by
-
Comparative Tissue Proteomics of Microdissected Specimens Reveals Novel Candidate Biomarkers of Bladder Cancer.Mol Cell Proteomics. 2015 Sep;14(9):2466-78. doi: 10.1074/mcp.M115.051524. Epub 2015 Jun 16. Mol Cell Proteomics. 2015. PMID: 26081836 Free PMC article.
-
Concentration-Dependent Attenuation of Pro-Fibrotic Responses after Cannabigerol Exposure in Primary Rat Hepatocytes Cultured in Palmitate and Fructose Media.Cells. 2023 Sep 9;12(18):2243. doi: 10.3390/cells12182243. Cells. 2023. PMID: 37759466 Free PMC article.
-
Identification of hub genes and therapeutic drugs in esophageal squamous cell carcinoma based on integrated bioinformatics strategy.Cancer Cell Int. 2019 May 22;19:142. doi: 10.1186/s12935-019-0854-6. eCollection 2019. Cancer Cell Int. 2019. PMID: 31139019 Free PMC article.
-
A visual-omics foundation model to bridge histopathology with spatial transcriptomics.Nat Methods. 2025 Jul;22(7):1568-1582. doi: 10.1038/s41592-025-02707-1. Epub 2025 May 29. Nat Methods. 2025. PMID: 40442373 Free PMC article.
-
Identification of a Combined RNA Prognostic Signature in Adenocarcinoma of the Lung.Med Sci Monit. 2019 May 27;25:3941-3956. doi: 10.12659/MSM.913727. Med Sci Monit. 2019. PMID: 31132294 Free PMC article.
References
-
- Andreou A, Vauthey JN, Cherqui D, Zimmitti G, Ribero D, Truty MJ, Wei SH, Curley SA, Laurent A, Poon RT, Belghiti J, Nagorney DM, Aloia TA. International Cooperative Study Group on Hepatocellular Carcinoma. Improved long-term survival after major resection for hepatocellular carcinoma: a multicenter analysis based on a new definition of major hepatectomy. J Gastrointest Surg. 2013;17:66–77. doi: 10.1007/s11605-012-2005-4. discussion 77. - DOI - PMC - PubMed
-
- Kanda M, Nomoto S, Okamura Y, Nishikawa Y, Sugimoto H, Kanazumi N, Takeda S, Nakao A. Detection of metallothionein 1G as a methylated tumor suppressor gene in human hepatocellular carcinoma using a novel method of double combination array analysis. Int J Oncol. 2009;35:477–483. - PubMed
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Miscellaneous