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 50 条
  • [31] ASSOCIATION OF SQUAMOUS-CELL CARCINOMA OF HEAD AND NECK WITH CANCER OF ESOPHAGUS
    GOLDSTEIN, HM
    ZORNOZA, J
    AMERICAN JOURNAL OF ROENTGENOLOGY, 1978, 131 (05) : 791 - 794
  • [32] Progression of head and neck squamous cell cancer
    Tímár, J
    Csuka, O
    Remenár, É
    Répássy, G
    Kásler, M
    CANCER AND METASTASIS REVIEWS, 2005, 24 (01) : 107 - 127
  • [33] Progression of head and neck squamous cell cancer
    József Tímár
    Orsolya Csuka
    Éva Remenár
    Gábor Répássy
    Miklós Kásler
    Cancer and Metastasis Reviews, 2005, 24 : 107 - 127
  • [34] Human papillomavirus DNA sequences in squamous cell carcinoma of the head and neck
    Hoffmann, M
    Mahnke, CG
    Goeroegh, T
    Lippert, BM
    Kahn, T
    Werner, JA
    HEAD AND NECK CANCER - ADVANCES IN BASIC RESEARCH, 1996, 1114 : 369 - 378
  • [35] The efficacy of DNA flow cytometry in squamous cell carcinoma of the head and neck
    Wennerberg, J
    Baldetorp, B
    Akervall, J
    HEAD AND NECK CANCER - ADVANCES IN BASIC RESEARCH, 1996, 1114 : 599 - 605
  • [36] RETROSPECTIVE DNA ANALYSIS OF HEAD AND NECK SQUAMOUS-CELL CARCINOMA
    KAPLAN, AS
    CALDARELLI, DD
    CHACHO, MS
    BRUCE, DR
    HUTCHINSON, J
    CONWAY, S
    COON, JS
    ARCHIVES OF OTOLARYNGOLOGY-HEAD & NECK SURGERY, 1986, 112 (11) : 1159 - 1162
  • [37] DNA copy number gains in head and neck squamous cell carcinoma
    M Lin
    L T Smith
    D J Smiraglia
    R Kazhiyur-Mannar
    J C Lang
    D E Schuller
    K Kornacker
    R Wenger
    C Plass
    Oncogene, 2006, 25 : 1424 - 1433
  • [38] DNA ploidy and chromosomal alterations in head and neck squamous cell carcinoma
    Ulrike Bockmühl
    Iver Petersen
    Virchows Archiv, 2002, 441 : 541 - 550
  • [39] DNA copy number gains in head and neck squamous cell carcinoma
    Lin, M
    Smith, LT
    Smiraglia, DJ
    Kazhiyur-Mannar, R
    Lang, JC
    Schuller, DE
    Kornacker, K
    Wenger, R
    Plass, C
    ONCOGENE, 2006, 25 (09) : 1424 - 1433
  • [40] DNA ploidy and chromosomal alterations in head and neck squamous cell carcinoma
    Bockmühl, U
    Petersen, I
    VIRCHOWS ARCHIV, 2002, 441 (06) : 541 - 550