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

被引:6
|
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
  • [1] DNA methylation biomarkers for head and neck squamous cell carcinoma
    Zhou, Chongchang
    Ye, Meng
    Ni, Shumin
    Li, Qun
    Ye, Dong
    Li, Jinyun
    Shen, Zhisen
    Deng, Hongxia
    [J]. EPIGENETICS, 2018, 13 (04) : 398 - 409
  • [2] DNA METHYLATION OF TPEF GENE IN HEAD AND NECK SQUAMOUS CELL CARCINOMA CELL LINES
    Chun, So-Young
    Kim, Jung-Ock
    Hong, Su-Hyung
    Chung, Yu-Kyung
    Jang, Hyun-Jung
    Shon, Yoon-Kyung
    Kim, Jung-Wan
    [J]. JOURNAL OF THE KOREAN ASSOCIATION OF ORAL AND MAXILLOFACIAL SURGEONS, 2005, 31 (06) : 468 - 473
  • [3] Molecular progression of head and neck squamous cell carcinoma
    Saha S.K.
    Maiti G.P.
    Roychoudhury S.
    Panda C.K.
    [J]. The Nucleus, 2017, 60 (2) : 111 - 119
  • [4] An aberrant DNA methylation signature for predicting the prognosis of head and neck squamous cell carcinoma
    Chen, Dayang
    Wang, Mengmeng
    Guo, Ying
    Wu, Wei
    Ji, Xiang
    Dou, Xiaowen
    Tang, Huamei
    Zong, Zengyan
    Zhang, Xiuming
    Xiong, Dan
    [J]. CANCER MEDICINE, 2021, 10 (17): : 5936 - 5947
  • [5] Stability of methylation markers in head and neck squamous cell carcinoma
    Virani, Shama
    Light, Emily
    Peterson, Lisa A.
    Sartor, Maureen A.
    Taylor, Jeremy M. G.
    McHugh, Jonathan B.
    Wolf, Gregory T.
    Rozek, Laura S.
    [J]. HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK, 2016, 38 : E1325 - E1331
  • [6] ITGAV Promotes the Progression of Head and Neck Squamous Cell Carcinoma
    Xu, Lingyi
    Barrett, Jeremy G.
    Peng, Jiayi
    Li, Suk
    Messadi, Diana
    Hu, Shen
    [J]. CURRENT ONCOLOGY, 2024, 31 (03) : 1311 - 1322
  • [7] DNA methylation status of RASSF1A and MGMT in head and neck squamous cell carcinoma
    Regiani, Vitor Rafael
    Viesi do Nascimento Filho, Carlos Henrique
    Marucci, Gustavo Henrique
    Rainho, Claudia Aparecida
    Neto, Dalisio Di Santi
    Maniglia, Jose Vitor
    Goloni-Bertollo, Euy Maria
    Pavarino, Erika Cristina
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE, 2015, 36 : S18 - S18
  • [8] Global DNA methylation level in whole blood as a biomarker in head and neck squamous cell carcinoma
    Hsiung, Debra Ting
    Marsit, Carmen J.
    Houseman, E. Andres
    Eddy, Karen
    Furniss, C. Sloane
    McClean, Michael D.
    Kelsey, Karl T.
    [J]. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2007, 16 (01) : 108 - 114
  • [9] Peripheral blood DNA methylation profiles are indicative of head and neck squamous cell carcinoma An epigenome-wide association study
    Langevin, Scott M.
    Koestler, Devin C.
    Christensen, Brock C.
    Butler, Rondi A.
    Wiencke, John K.
    Nelson, Heather H.
    Houseman, E. Andres
    Marsit, Carmen J.
    Kelsey, Karl T.
    [J]. EPIGENETICS, 2012, 7 (03) : 291 - 299
  • [10] Association of Drug Transporter Expression with Mortality and Progression-Free Survival in Stage IV Head and Neck Squamous Cell Carcinoma
    Warta, Rolf
    Theile, Dirk
    Mogler, Carolin
    Herpel, Esther
    Grabe, Niels
    Lahrmann, Bernd
    Plinkert, Peter K.
    Herold-Mende, Christel
    Weiss, Johanna
    Dyckhoff, Gerhard
    [J]. PLOS ONE, 2014, 9 (10):