JCGBJournal of Cancer Genetics And Biomarkers2572-3030Open Access PubUnited StatesJCGB-18-242810.14302/issn.2572-3030.jcgb-18-2428in-briefEpigenetic Biomarkers in Head and Neck Cancer ShilpiGupta1*PrabhatKumar2JayantMaini3HarsimrutKaur4BhudevC. Das2National Institute of Cancer Prevention and Research (NICPR), I-7, Sector-39, Noida-201301, India.Stem Cell and Cancer Research Lab, Amity Institute of Molecular Medicine & Stem Cell Research (AIMMSCR), Amity University Uttar Pradesh, Sector-125, Noida-201313, India. Dr. B. R. Ambedkar Center for Biomedical Research, University of Delhi, Delhi-110007, India.Department of Chemistry and Biochemistry (SBSR), Sharda University, Greater Noida-201310, India.corresponding authorXiZhang1Co-founder & Scientist SinoScript LLC, USA.
Shilpi Gupta, National Institute of Cancer Prevention and Research (ICMR), I -7, Sector - 39, NOIDA, Uttar Pradesh - 201301, INDIA, Email: shilpimicrobio@gmail.com, drsgupta03@gmail.com
The authors have declared that no competing interests exist.
Head and neck cancers (HNCs) are the most prevalent and aggressive type of cancers. Genetic, epigenetic, environmental and viral risk-factors are associated with HNC carcinogenesis. Persistent infection of oncogenic human papillomaviruses (HR-HPVs) represent distinct biological, molecular and epigenetic entities in HNCs. There are three main epigenetic mechanisms that regulate transcription, these are DNA methylation, histone modifications and alteration in non-coding RNA networks, which can dissected to identify innovative and accurate epigenetic biomarkers for diagnosis and prognosis of HNC patients. Due to the lacunae of accurate distinctive biomarkers for the definite diagnosis of HNC, the identification of predictive epigenetic markers is necessary that might modify or increase HNC patient’s survival. In this mini review, we briefly summarize the current knowledge of different epigenetic biomarkers in HNC.
Head and neck cancerHPVEpigenetic biomarkerDNA methylationChromatin remodelersHistone protein modification & non-coding RNAs.Introduction
Head and neck cancers (HNCs) are the 6th most common and heterogenous group of malignancies with about 780,000 new cases being diagnosed every year and more than 350,000 deaths reported annually 1.Head and neck carcinogenesis is mainly caused by chronic use of tobacco products, excessive alcohol intake and persistent infection with oncogenic human papillomaviruses (HR-HPVs). HPV-positive HNCs represent distinct biological, molecular entities in comparison to the HPV-negative and tobacco induced HNCs. HR-HPV infection significantly effect HNC prognosis. The HPV infected HNC patients are mainly non-tobacco smoking, younger age population with better prognosis than those with HPV-negative HNC patients 23456. These strong evidences establish the distinct molecular and clinical role of HPV as a unique viral biomarker for HNC diagnosis and prognosis. These distinct entities can be due to epimutations inspiring further investigation on molecular and epigenetic modifications to modify HNC patient’s outcome.
It seems that HNC is as much a disease of misdirected epigenetic factors as that of genetic factors, which has emerged into one of the “hallmarks of cancers”. Various scientific studies have suggested that epigenetic alterations such as DNA methylation and the post translational modifications of histone proteins and/or mis-expression of non-coding RNAs (ncRNAs), are frequently associated with initiation, progression, differentiation and drug resistance in HNCs 7.Therefore, these epigenetic markers are emerging as important and reliable tools for early diagnosis and prognosis of HNC. In addition, dysregulation in any of these 3 distinct and mutually reinforcing epigenetic mechanisms lead to mis-regulation of gene expression, resulting in the development of HNCs 789.Epigenetic alterations causing aberrant transcriptional activity, provide selective advantage to the tumor through the silencing of tumor suppressor genes or activation of oncogenes and/or mutation effecting DNA repair genes. Epigenetic alterations are also involved in cellular plasticity during cancer progression, and further contribute to formation of cancer stem-like cells or cancer stem cells (CSCs) 1011.In this mini review, we explore different epigenetic mechanisms that are known to be altered during HNC carcinogenesis.
Methylation Specific BiomarkersDNA Methylation
DNA methylationis the best studied epigenetic mechanism in HNCs. Alterations in epigenetic mechanisms controlling DNA methylation lead to changes in genome-wide methylation patterns as well as promoter-specific and/or CpG island specific DNA methylation which play a critical role in HNC growth and development 12.Aberrant changes in global DNA methylation profiles often accompany tumour development/carcinogenesis including HNC development. It has been reported that gene activation, due to hypomethylation of cytosine-phosphate-guanine (CpG)-dinucleotide rich promoter regions, was found in early grades of HNCs 1314.Esposti and co-workers showed, that differentially hypomethylated regions were mainly characterized by the loss of methylation at CpG island associated with HPV infection, which is independent of the HNC anatomic sub-sites. This hypomethylation has been related to the aberrant activation leading to overexpression of several oncogenes, thereby causing chromosomal instability. Further, analysis of DNA methylation and gene expression profiling in both HPV-positive and HPV-negative HNC cell lines, revealed that HPV-positive HNC cells show higher level of genic methylation along with over-expression of DNMT3A 15.Colacino et al analysed CpG methylation at 1505 CpG sites across 807 genes in 68 well-annotated HPV-positive and HPV-negative HNCs samples, they found that methylation in the CCNA1 promoter sites was higher in HPV-positive HNCs in comparison to HPV-negative counterparts indicating that epigenetic regulation may serve as novel targets for the development of virus-specific therapeutic regimens 16.Higher levels of salivary DNA methylation, in a panel of tumour-suppressor genes (RASSF1α, p16 INK4a, TIMP3 and PCQAP/MED15), was found in HPV-negative HNC patients as compared to HPV infected HNC patients. DNA hypermethylation of the anoactin-1 (ANO1) promoter at CpG’s was correlated with the higher expression of ANO1 in head and neck tumors 17.Recently, Misawa and co-workers demonstrated that Sal-like protein 1 (SALL) mRNA is downregulated in HNC patients due to DNA methylation which may serve as a methylation marker to identify HNC patients at high-risk for relapse 18.Thus, these studies are indicative of the fact that epigenetic alterations that aberrantly change transcriptional landscape, are crucial to the understanding of molecular mechanisms underlying development of HNC with respect to HPV infection.
Epigenetic Modifiers as Diagnostic Markers in HNC:Writers (Histone Modifiers)
The structure of chromatin is dynamic and its fundamental unit is the nucleosome, which consists of 165bp of DNA strand wrapped around the histone octamer core, comprising of two copies of 4 globular histone proteins (H2A, H2B, H3, and H4). Histone proteins play an essential role in regulating the epigenetic state of the cell 19. The posttranslational modification (PTM) of histones and DNA is an important and frequently observed in HNCs. These histone alterations are closely related to DNA methylation, leading to carcinogenesis. Chromatin protein marks which cooperate with DNA methylation marks in maintaining gene expression, are altered in various cancer cells including HNCs. Expression of the genes coding for polycomb and trithorax group members (which frequently play roles during development to establish chromatin protein marks) are known to be overexpressed in HNCs as shown in Figure 1 (GEPIA). Over-expression of Polycomb complex member, enhancer of zeste homolog 2 (EZH2) in tongue cancer, correlates with reduced overall survival and was found to be of great prognostic importance 20. In another study, SUZ12 overexpression in HNCs correlated with cervical node metastasis along with reduced survival. It was further shown that the knockdown of SUZ12 inhibited cell proliferation and migration 21. In an independent study, mutations and copy number variations (CNVs) in MLL1, MLL2, MLL3, KDM6A and KDM6B were found to be a contributing factor in HNC progression 22. Number of missense, nonsense and frameshift mutations in MLL2 and EZH2 are associated with HNCs 23.Increased expression of histone deacetylase-2 (HDAC-2) associated with metastasis along with poor survival and further, served as a good prognostic marker for HNC patients 24. These studies suggest that treating HNC patients by targeting and modulating different epigenetic genes (responsible for control of cell survival, proliferation, migration, differentiation and apoptosis) may improve the efficacy of conventional HNC therapy.
Comparison of expression (transcripts per million) for Polycomb and trithorax group members in normal versus the HNC samples. Analysed using the data from GEPIA
Readers (Chromatin Remodelers)
ATP-dependent chromatin remodelers are responsible for opening and closing of chromatin. In the form of multimeric protein complexes, they catalyze the nucleosome sliding or repositioning, ejection and unwrapping. The chromatin remodeling enzymes are classified into different families on the basis of sequence similarities in the ATPase domain and differential combination of accessory protein domains. These are categorized in four types; (i) SWI/SNF (mating type SWItch/Sucrose Non-Fermenting) family, (ii) ISWI (Imitation SWItch) family, (iii) CHD (Chromodomain Helicase DNA-binding) family and (iv) INO80 (INOsitol requiring) family.
The chromatin remodelling enzymes consist of domains such as the bromodomain (recognition of acetylated lysines) 25, Chromodomain and PHD finger (recognition of methylated-lysines) 26, and HAND-SANT-SLIDE domains for DNA binding 27,Helicase SANT associated (HSA) domain, play an important role in recognition of various histone modification marks and catalyze nucleosome sliding or ejection. The HSA domain overlaps with the DNA binding domain known as DBINO (DNA binding domain of Ino80) 2829.
A number of genes coding for chromatin remodelling proteins show altered expression in various cancers. In Figure 2, meta-analysis using GEPIA for genes encoding for chromatin remodelling proteins, show majority of these genes over-expressed (BRG1, BAF47, BAF57, BAF53a, BAZ1A, CHRAC1, CHRAC17, CHD4, RUVBL1 AND RUVBL2) in HNCs. It is expected that over-expression of chromatin remodelling enzymes may lead to global changes in nucleosome occupancy profiles altering gene expression patterns. Altered expression of Remodelling and Spacing Factor-1 (RSF-1) has been analysed in several tumors including HNCs. Gain-of-function of RSF-1 leads to aggressive tumor behaviour, worst prognosis and treatment resistant in HNC patients 30.
Comparison of expression (transcripts per million) for Chromatin Remodelling family members in normal versus the head and neck cancer samples. Analyzed using the data from GEPIA
A number of mutations have been characterized in HNCs, that effect genes coding for chromatin remodelling enzymes such as CHD5 (mutated in 4% of HNSCCs), CHD8 (4.1%), SRCAP (4.1%), NSD1 (9.5%), PRMT5 (4.1%) 31.Altered nucleosome positioning around the transcription start- and the transcription termination sites can directly alter the transcriptional status of the target genes leading to disrupted transcription circuits thereby causing cancer phenotype. However, accurate data supporting the relevance of chromatin remodelers in different subtypes of HNCs have been limited. Thus, comprehensive understanding the role of chromatin remodelers associated with HNC carcinogenesis, may help in developing tumor-specific, safe and effective epigenetic drugs for HNC patients.
The Non-coding RNAs (ncRNAs)
Non-coding RNAs (ncRNAs) participate in complex networks of interactions with different nucleic acids and proteins and are routinely dysregulated in several cancers including HNCs. ncRNAs are not translated into proteins but have critical role in regulating diverse cellular processes including cell growth, development, gene expression, differentiation and disease 3233.ncRNAs can be classified into two main groups based on their transcript size; (i) small ncRNAs (∼19–200 nt) and (ii) long ncRNAs (>200 nt).
Small ncRNAs
sncRNAs include PIWI interacting RNAs (piRNAs), microRNAs (miRNAs), small nucleolar RNAs (snoRNAs) and the newly discovered transcription initiation RNAs (tiRNAs) and circular RNAs. Alterations effecting ncRNAs that regulate signaling networks, contribute to carcinogenesis and could be considered as potential biomarkers leading to enhanced biological and therapeutic relevance in cancers including HNCs 1.Most of the ncRNAs are involved in epigenetic regulations, mediating alterations in chromatin conformation by directly targeting promoter regions, and thus controlling transcription 34.
piRNAsare the newest players in cancer biology and forms the largest group of single-stranded, small non-coding RNAs (sncRNAs) subfamily. piRNAs are about 26–31 nucleotides in length with over 20,000 unique piRNA genes in the human genome. PIWI proteins are functionally different from microRNAs and primarily described in germ line, but recent researches reveal that these proteins are expressed in a tissue-specific manner among several human somatic tissue types and have highly conserved roles across species including transposon silencing, epigenetic regulation, gene and protein regulation, genome rearrangement, spermatogenesis and stem cell maintenance in germline tissues 35. These researches highlight the potential role of piRNA-mediated epigenetic regulation in cancer-related processes in human somatic cancers including HNCs 36. Several studies have correlated piRNA expression to clinical parameters associated with HNCs 37.Dysregulation of piRNAs was found to be associated with overall survival and can be utilized as a signature in HNC patients 38.Since piRNAs are emerging players in HNCs, a comprehensive characterization of piRNAs can be used to develop effective therapeutic strategies for HNC.
MiRNAs
miRNAs are the class of small, single-stranded ncRNAs, of about 22 nucleotides in size39.miRNAsconstitute the largest class of non-coding RNA molecules that have either tumor suppressor or oncogenic effects and control various physiological and pathological processes such as cell growth, proliferation, apoptosis, and differentiation wherein each miRNA has the potential to target multiple mRNAs or gene targets. A number of studies have demonstrated that some miRNAs affect gene expression and dysregulate signaling networks involved in HNC pathogenesis 4041.Earlier, it was analysed that in majority of cases, 4 of the most important tumor suppressor miRNAs (miR-34b, miR-137, miR-193a, and miR- 203), which are loated in close proximity to the CpG islands, were silenced through hypermethylation 42.On the other hand, upregulation of oncogenic miR-21 was associated with increase nodal metastasis and invasiveness in HNCs 434445.An early research revealed that polymorphisms in miR-146, miR-149, miR-196 and miR-499 were found to increase the risk of non-smoker HPV-induced HNC patients46.miR-146 polymorphism is associated with an increased risk of HNCs 47.Overexpression of miR-21, miR-181b, miR-184 and miR-345 has been associated with malignant transformation during HNC 48.Higher expression of miR-21, miR-34c, 184 and miR-155 is known to play a role in anti-apoptotic and proliferative processes leading to downregulation of SOX7 protein and overexpression of c-Myc, Cyclin D1 and Bcl-2 gene 49.DNA hypomethylation induced upregulation of miR-663, leads resistance to chemotherapy in breast cancer cells50and this has been exploited to serve as a promising non-coding biomarker for HNC. Comprehensive profiling of global miRNAs levels in HNCs is yet to be investigated. These studies are essential for stratification of HNC subtypes on the basis of HNC subsites, HPV status and mechanism along with detailed functions of miRNAs for development of effective therapeutic evaluations.
The Small Nucleolar RNAs (snoRNAs)
snoRNAs are a type of linear transcripts with 60– 300 nt size. They are primarily classified into two types of snoRNAs; (i) C/D box and (ii) H/ACA box 51525354. snoRNAs are linked with a set of core proteins interacting partners known as sno-ribonucleoproteins (RNPs) to form stable and functional snoRNP particles 55.It has been shown that SNORD78 (Box C/D) is upregulated in lung and prostate cancer pateints 5657. Moreover, higher expression of SNORA42 (Box H/ACA) served as an essential prognostic marker for cancer patients 58. Chamorro-Petronacci and co-workers (2018) reported that 14 snoRNAs were downregulated and 1 snoRNA was overexpressed in HNC patients 59. These emerging findings highlight the potential role of snoRNAs in carcinogenesis and further point towards the possible role of snoRNAs as unique molecular markers and drug targets for the treatment of HNCs 60.
Transcription Initiation RNAs (tiRNAs)
tiRNAs are small RNAs (about 18nt in length) that are generated from sequences immediately downstream of RNA polymerase II-associated transcription start sites They are commonly associated with highly expressed genes and may participate in epigenetic regulation. Though, the molecular mechanisms connecting tiRNAs to epigenetic regulation in HNCs is as yet unknown it has been reported that the a subset of tiRNAs play an important role in gene regulation and are functional modulators of CCCTC-binding factor (CTCF) as they are enriched at CTCF binding sites. Therefore, understanding the role of tiRNA in malignant transformation and development of novel tiRNA-based therapeutic approaches will be the most exciting challenges in cancer research.
Circular RNAs
Circular RNAs is a class of RNAs regulation a number of molecular processes in eukaryotes. They are further reported to play prominent role in cancers. Expression of circPVT1 (a circular RNA) was checked in 115 HNSCC patients samples and was found to be high in comparison to non-cancerous tissues. CircPVT1 was particularly enriched in HNSCC patients with TP53 mutations thus establishing a significant correlation between circPVT1 expression and mutated p53. The malignant phenotype was further controlled by up- or down-regulation of circPVT1. circPVT1 controls the expression of genes involved in cell proliferation and further binds to and regulate miR-497-5p expression 61.
Long Non-coding RNAs (lncRNAs)
lncRNAs are regulatory noncoding RNAs that have been established to play essential roles in various biological and cellular processes such as developmental processes, stemness and cellular differentiation. Accumulating evidences have also demonstrated the potential role of lncRNAs in the development of various cancers including HNCs and are a focus of current cancer research. With several lncRNAs identified through high-throughput approaches, understanding their functions in cancer progression and pathogenesis will be of utmost importance in oncology research. lncRNAs have opened novel horizons in cancer research, diagnosis and potential anti-cancer therapeutic approaches 62.They may serve both, as oncogenic or tumor suppressor lncRNAs, by modulating cell growth, proliferation, differentiation and invasion in HNC cells 63. Metastasis-associated lung adenocarcinoma transcript 1 (MALAT1) was shown to be overexpressed in HNCs and have been further shown to play an essential role in maintaining epithelial-mesenchymal transition (EMT)-mediated migration in HNCs 64 hence serving as a unique prognostic biomarker. HOTAIR, a lncRNA act as a biomarker for aggressive HNCs as its overexpression is associated with bad prognosis in different subtypes of HNCs 65.Sincethe role of lncRNAs have been well-characterized in HNC carcinogenesis, they can be used as novel molecular markers for HNC diagnosis and further carry a potential therapeutic advantage for aggressive HNC
Concluding Remarks
Growing knowledge on epigenetic alterations such as DNA methylation, histone modifications, and various ncRNA signalling pathways in HNCs may help in the understanding of disease pathogenesis and offer to identify novel unique epigenetic biomarkers for disease diagnosis, prognosis and treatment response for highly heterogenous group of HNCs. Specific targeting of these epigenetic alterations will help in developing novel epigenetic therapeutic approaches to enhance chemo-radio sensitivity and efficacy in HNCs.
CastilhoR MSquarizeC HAlmeidaL OEpigenetic Modifications and Head and Neck Cancer: Implications for Tumor Progression and Resistance to Therapy201718D'SouzaGKreimerA RViscidiRPawlitaMFakhryCKochW MCase-control study of human papillomavirus and oropharyngeal cancer2007356194456GuptaSKumarPDasB CHPV: Molecular pathways and targets2018Curr Probl Cancer;42:16174GuptaSKumarPKaurHSharmaNSalujaDBhartiA CConstitutive activation and overexpression of NF-kappaB/c-Rel in conjunction with p50 contribute to aggressive tongue tumorigenesis2018Oncotarget;9:3301129GuptaSKumarPKaurHSharmaNSalujaDBhartiA CSelective participation of c-Jun with Fra-2/c-Fos promotes aggressive tumor phenotypes and poor prognosis in tongue cancer2015Sci Rep;5:16811MishraABhartiA CVarghesePSalujaDDasB CDifferential expression and activation of NF-kappaB family proteins during oral carcinogenesis: Role of high risk human papillomavirus infection2006284050FeinbergA POhlssonRHenikoffSThe epigenetic progenitor origin of human cancer20062133EggerGLiangGAparicioAJonesP AEpigenetics in human disease and prospects for epigenetic therapy2004Nature.;429:45763JonesP ABaylinS BThe fundamental role of epigenetic events in cancer2002Nat Rev Genet.;3:41528AlmeidaP NSouzaG TdeSouza CMdeZanette RSMarandubaC PRettoreJ VProposing the use of dental pulp stem cells as a suitable biological model of neurofibromatosis type 1. Childs Nerv Syst.;31:2014713EaswaranHTsaiH CBaylinS BCancer epigenetics: tumor heterogeneity, plasticity of stem-like states, and drug resistance. Mol Cell.;54:201471627RobertsonK DJonesP ADNA methylation: past, present and future directions2000Carcinogenesis.;21:4617FeinbergA PTyckoBThe history of cancer epigenetics. Nat Rev Cancer.;4:200414353HaP KCalifanoJ APromoter methylation and inactivation of tumour-suppressor genes in oral squamous-cell carcinoma. Lancet Oncol200677782SartorM ADolinoyD CJonesT RColacinoJ APrinceM ECareyT EGenome-wide methylation and expression differences in HPV(+) and HPV(-) squamous cell carcinoma cell lines are consistent with divergent mechanisms of carcinogenesis2011Epigenetics.;6:77787ColacinoJ ADolinoyD CDuffyS ASartorM AChepehaD BBradfordC RComprehensive analysis of DNA methylation in head and neck squamous cell carcinoma indicates differences by survival and clinicopathologic characteristics2013
PLoS One.;8:e54742
FinegershAKulichSGuoTFavorovA VFertigE JDanilovaL VDNA methylation regulates TMEM16A/ANO1 expression through multiple CpG islands in head and neck squamous cell carcinoma. Sci Rep.;7:201715173MisawaKMisawaYImaiAMochizukiDEndoSMimaMEpigenetic modification of SALL1 as a novel biomarker for the prognosis of early stage head and neck cancer20189419LindsayCSeikalyHBironV LEpigenetics of oropharyngeal squamous cell carcinoma: opportunities for novel chemotherapeutic targets. J Otolaryngol Head Neck Surg.;46: 92017LiZWangYQiuJLiQYuanCZhangWThe polycomb group protein EZH2 is a novel therapeutic target in tongue cancer2013Oncotarget.;4:253249WuYHuHZhangWLiZDiaoPWangDSUZ12 is a novel putative oncogene promoting tumorigenesis in head and neck squamous cell carcinoma2018358294MartinDAbbaM CMolinoloA AVitale-CrossLWangZZaidaMThe head and neck cancer cell oncogenome: a platform for the development of precision molecular therapies2014Oncotarget.;5:890623StranskyNEgloffA MTwardA DKosticA DCibulskisKSivachenkoAThe mutational landscape of head and neck squamous cell carcinoma2011Science.;333:115760ChangH HChiangC PHungH CLinC YDengY TKuoM YHistone deacetylase 2 expression predicts poorer prognosis in oral cancer patients. Oral Oncol.;45:20096104HornP JPetersonC LThe bromodomain: a regulator of ATP-dependent chromatin remodeling? Front Biosci.;6:D1019-232001FlanaganJ FMiL ZChruszczMCymborowskiMClinesK LKimYDouble chromodomains cooperate to recognize the methylated histone H3 tail2005Nature.;438:11815SharmaAJenkinsK RHerouxABowmanG DCrystal structure of the chromodomain helicase DNA-binding protein 1 (Chd1) DNA-binding domain in complex with DNA201142099104BakshiRMehtaA KSharmaRMaitiSPashaSBrahmachariVCharacterization of a human SWI2/SNF2 like protein hINO80: demonstration of catalytic and DNA binding activity. Biochem Biophys Res2006Commun.;339:31320BakshiRPrakashTDashDBrahmachariV2004In silico characterization of the INO80 subfamily of SWI2/SNF2 chromatin remodeling proteins. Biochem Biophys Res Commun.;320:197204TaiH CHuangH YLeeS WLinC YSheuM JChangS LAssociations of Rsf-1 overexpression with poor therapeutic response and worse survival in patients with nasopharyngeal carcinoma201124853ChenHLortonBGuptaVShechterDA TGFbeta-PRMT5-MEP50 axis regulates cancer cell invasion through histone H3 and H4 arginine methylation coupled transcriptional activation and repression2016Oncogene.;36:37386AnastasiadouEJacobL SSlackF JNon-coding RNA networks in cancer. Nat Rev Cancer201718518BartelD PMicroRNAs: target recognition and regulatory functions2009Cell.;136:21533Costa FF.(2008) Non-coding RNAs, epigenetics and complexityGene.;410:917BamezaiSRawatV PBuskeCConcise review: The Piwi-piRNA axis: pivotal beyond transposon silencing2012Stem Cells.;30:260311TothK FPezicDStuweEWebsterAThe piRNA Pathway Guards the Germline Genome Against Transposable Elements. Adv Exp Med Biol.;886:20155177FirminoNMartinezV DRowbothamD AKSSEnfieldBennewithK LLamW LHPV status is associated with altered PIWI-interacting RNA expression pattern in head and neck cancer. Oral Oncol.;55:2016438KrishnanA RQuYLiP XZouA ECalifanoJ AWang-RodriguezJComputational methods reveal novel functionalities of PIWI-interacting RNAs in human papillomavirus-induced head and neck squamous cell carcinoma2018461424VoliniaSCalinG ALiuC GAmbsSCimminoAPetroccaFA microRNA expression signature of human solid tumors defines cancer gene targets2006Proc Natl Acad Sci U S A.;103:225761AmbrosVThe functions of animal microRNAs2004Nature.;431:3505BartelD PMicroRNAs: genomics, biogenesis, mechanism, and function2004Cell.;116:28197KozakiKImotoIMogiSOmuraKInazawaJExploration of tumor-suppressive microRNAs silenced by DNA hypermethylation in oral cancer. Cancer Res.;68:20082094105LiJHuangHSunLYangMPanCChenWMiR-21 indicates poor prognosis in tongue squamous cell carcinomas as an apoptosis inhibitor. Clin Cancer Res.;15:200939984008ReisP PTomensonMCervigneN KMachadoJJurisicaIPintilieMProgrammed cell death 4 loss increases tumor cell invasion and is regulated by miR-21 in oral squamous cell carcinoma. Mol Cancer.;9:2010238WongT SLiuX BWongB YNgR WYuenA PWeiW I2008Mature miR-184 as Potential Oncogenic microRNA of Squamous Cell Carcinoma of Tongue. Clin Cancer Res.;14:258892SongXSturgisE MLiuJJinLWangZZhangCMicroRNA variants increase the risk of HPV-associated squamous cell carcinoma of the oropharynx in never smokers2013
PLoS One.;8:e56622
OrsosZSzanyiICsejteiAGerlingerIEmberIKissIAssociation of pre-miR-146a rs2910164 polymorphism with the risk of head and neck cancer. Anticancer Res.;33:20123416CervigneN KReisP PMachadoJSadikovicBBradleyGGalloniN NIdentification of a microRNA signature associated with progression of leukoplakia to oral carcinoma. Hum Mol2009Genet.;18:481829ZhenYLiuZYangHYuXWuQHuaSTumor suppressor PDCD4 modulates miR-184-mediated direct suppression of C-MYC and BCL2 blocking cell growth and survival in nasopharyngeal carcinoma. Cell Death Dis.;4:e8722013HuHLiSCuiXLvXJiaoYYuFThe overexpression of hypomethylated miR-663 induces chemotherapy resistance in human breast cancer cells by targeting heparin sulfate proteoglycan 2 (HSPG2)20131097385BalakinA GSmithLFournierM JThe RNA world of the nucleolus: two major families of small RNAs defined by different box elements with related functions1996Cell.;86:82334FalaleevaMStammSProcessing of snoRNAs as a new source of regulatory non-coding RNAs: snoRNA fragments form a new class of functional RNAs2012Bioessays.;35:4654JorjaniHKehrSJedlinskiD JGumiennyRHertelJStadlerP FAn updated human snoRNAome. Nucleic Acids Res.;44:2016506882KissTSmall nucleolar RNAs: an abundant group of noncoding RNAs with diverse cellular functions2002Cell.;109:1458ReichowS LHammaTFerre-D'AmareA RVaraniGThe structure and function of small nucleolar ribonucleoproteins. Nucleic Acids Res.;35:2007145264Martens-UzunovaE SHoogstrateYKalsbeekAPigmansBBergM Vredenbregt-van denDitsNC/D-box snoRNA-derived RNA production is associated with malignant transformation and metastatic progression in prostate cancer2015Oncotarget.;6:1743044ZhengDZhangJNiJLuoJWangJTangLSmall nucleolar RNA 78 promotes the tumorigenesis in non-small cell lung cancer201549OkugawaYToiyamaYTodenSMitomaHNagasakaTTanakaKClinical significance of SNORA42 as an oncogene and a prognostic biomarker in colorectal cancer2015Gut.;66:10717Chamorro-PetronacciCPerez-SayansMPadin-IruegasM EMarichalar-MendiaXGallas-TorreiraMGarciaDifferential expression of snoRNAs in oral squamous cell carcinomas: new potential diagnostic markers20184247IrimieA IZimtaA ACiocanCMehterovNDudeaDBraicuCThe Unforeseen Non-Coding RNAs in Head and Neck Cancer. Genes (Basel).2018;9VerduciLFerraiuoloMSacconiAGanciFVitaleJColomboT(2017)The oncogenic role of circPVT1 in head and neck squamous cell carcinoma is mediated through the mutant p53/YAP/TEAD transcription-competent complex. Genome Biol.;18:237SchmitzS UGrotePHerrmannB GMechanisms of long noncoding RNA function in development and disease2016Cell Mol Life Sci.;73:2491509ZouA EKuJHondaT KYuVKuoS ZZhengHTranscriptome sequencing uncovers novel long noncoding and small nucleolar RNAs dysregulated in head and neck squamous cell carcinoma201521112234ZhouXLiuSCaiGKongLZhangTRenY2015Long Non Coding RNA MALAT1 Promotes Tumor Growth and Metastasis by inducing Epithelial-Mesenchymal Transition in Oral Squamous Cell Carcinoma. Sci Rep.;5:15972TroianoGVCACaponioBoldrupLGuXMuzioL LSgaramellaNExpression of the long non-coding RNA HOTAIR as a prognostic factor in squamous cell carcinoma of the head and neck: a systematic review and meta-analysis2017Oncotarget.;8:7302936