DNA methylation association with stage progression of head and neck squamous cell carcinoma

被引:7
作者
Ghafarpour, Vahid [1 ]
Khansari, Mohammad [2 ]
Banaei-Moghaddam, Ali M. [3 ]
Najafi, Ali [4 ]
Masoudi-Nejad, Ali [1 ]
机构
[1] Univ Tehran, Inst Biochem & Biophys, Lab Syst Biol & Bioinformat LBB, Tehran, Iran
[2] Univ Tehran, Fac New Sci & Technol, Tehran, Iran
[3] Univ Tehran, Inst Biochem & Biophys, Lab Genom & Epigen LGE, Tehran, Iran
[4] Syst Biol & Poisonings Inst, Mol Biol Res Ctr, Tehran, Iran
关键词
DNA methylation Modification; Differentially methylated region (DMR); Differentially expressed gene (DEG); Epigenetic regulator; Multi-omics integration; Head and neck squamous cell carcinoma (HNSCC); CANCER STEM-CELLS; BREAST-CANCER; DOWN-REGULATION; EXPRESSION; INVASION; GROWTH; GENES; PROLIFERATION; OVEREXPRESSION; IDENTIFICATION;
D O I
10.1016/j.compbiomed.2021.104473
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Head and Neck Squamous Cell Carcinoma (HNSCC) is the sixth most common cancer worldwide, which accounts for approximately 6% of all cases and is responsible for an estimated 2% of all cancer deaths. Despite progress in the treatment of squamous cell carcinomas, survival rates remain low. It is a fact that epigenetic modifications have numerous associations with biological processes and complex diseases such as cancer. Hence, a more systematic approach is needed to provide potential screening targets and have an effective therapy method . This study developed a workflow to analyze HM450 methylation arrays with mRNA expression profiles that identified novel signatures of epigenetic regulators for tumor progression. We identified differentially expressed genes and differentially methylated regions and the correlation between associated genes to identify epigenetic modifications underlying regulation roles. We have taken the differentiation direction of expressions into account during the integration of gene expression and DNA methylation modification to detect epigenetic regulators of core genes of tumor-stage progression. Enrichment analysis of selected key genes provides better insight into their functionality. Thus, we have investigated gene copy number alteration and mutations to filter differentially expressed genes, including some members of the fibroblast growth factor family and cyclindependent kinase inhibitor family with other potential known regulators. Our analysis has revealed the list of 61 commercial methylation probes positively correlated with 31 differentially expressed genes, which can be associated with HNSC metastasis stages. Most of these genes have already reported potential epigenetic regulators, and their role in cancer progression was studied. We suggest these selected probes of DNA methylation as potential targets of the epigenetic regulators in revealed genes that have displayed significant genetic and epigenetic modification behavior during cancer stage progression and tumor metastasis.
引用
收藏
页数:12
相关论文
共 107 条
[1]   Inhibition of the CCL5/CCR5 Axis against the Progression of Gastric Cancer [J].
Aldinucci, Donatella ;
Casagrande, Naike .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (05)
[2]  
Alsafadi S., 2011, P5 01 07 IDENTIFICAT P5 01 07 IDENTIFICAT, V71
[3]   Human Papillomavirus and Survival of Patients with Oropharyngeal Cancer [J].
Ang, K. Kian ;
Harris, Jonathan ;
Wheeler, Richard ;
Weber, Randal ;
Rosenthal, David I. ;
Nguyen-Tan, Phuc Felix ;
Westra, William H. ;
Chung, Christine H. ;
Jordan, Richard C. ;
Lu, Charles ;
Kim, Harold ;
Axelrod, Rita ;
Silverman, C. Craig ;
Redmond, Kevin P. ;
Gillison, Maura L. .
NEW ENGLAND JOURNAL OF MEDICINE, 2010, 363 (01) :24-35
[4]  
[Anonymous], 2018, GAIA GAIA R PACKAGE
[5]   NF-κB Mediates the Expression of TBX15 in Cancer Cells [J].
Arribas, Jessica ;
Cajuso, Tatiana ;
Rodio, Angela ;
Marcos, Ricard ;
Leonardi, Antonio ;
Velazquez, Antonia .
PLOS ONE, 2016, 11 (06)
[6]   The Predictive Value of PITX2 DNA Methylation for High-Risk Breast Cancer Therapy: Current Guidelines, Medical Needs, and Challenges [J].
Aubele, Michaela ;
Schmitt, Manfred ;
Napieralski, Rudolf ;
Paepke, Stefan ;
Ettl, Johannes ;
Absmaier, Magdalena ;
Magdolen, Viktor ;
Martens, John ;
Foekens, John A. ;
Wilhelm, Olaf G. ;
Kiechle, Marion .
DISEASE MARKERS, 2017, 2017
[7]   EMX2 gene expression predicts liver metastasis and survival in colorectal cancer [J].
Aykut, Berk ;
Ochs, Markus ;
Radhakrishnan, Praveen ;
Brill, Adrian ;
Hoecker, Hermine ;
Schwarz, Sandra ;
Weissinger, Daniel ;
Kehm, Roland ;
Kulu, Yakup ;
Ulrich, Alexis ;
Schneider, Martin .
BMC CANCER, 2017, 17
[8]   Cancer Stem Cells in Oral Cavity Squamous Cell Carcinoma: A Review [J].
Baillie, Ranui ;
Tan, Swee T. ;
Itinteang, Tinte .
FRONTIERS IN ONCOLOGY, 2017, 7
[9]   Computational solutions for omics data [J].
Berger, Bonnie ;
Peng, Jian ;
Singh, Mona .
NATURE REVIEWS GENETICS, 2013, 14 (05) :333-346
[10]   Role of HOX Genes in Stem Cell Differentiation and Cancer [J].
Bhatlekar, Seema ;
Fields, Jeremy Z. ;
Boman, Bruce M. .
STEM CELLS INTERNATIONAL, 2018, 2018