TY - JOUR
T1 - Discovery and development of differentially methylated regions in human papillomavirus-related oropharyngeal squamous cell carcinoma
AU - Ren, Shuling
AU - Gaykalova, Daria
AU - Wang, Jennifer
AU - Guo, Theresa
AU - Danilova, Ludmila
AU - Favorov, Alexander
AU - Fertig, Elana
AU - Bishop, Justin
AU - Khan, Zubair
AU - Flam, Emily
AU - Wysocki, Piotr T.
AU - DeJong, Peter
AU - Ando, Mizuo
AU - Liu, Chao
AU - Sakai, Akihiro
AU - Fukusumi, Takahito
AU - Haft, Sunny
AU - Sadat, Sayed
AU - Califano, Joseph A.
N1 - Funding Information:
Key words: head and neck squamous cell carcinoma, oropharyngeal squamous cell carcinoma, human papillomavirus, epigenetics, differentially methylated regions Abbreviations: AUC: area under curve; CI: confidence interval; DMR: differentially methylated region; ECM: extracellular matrix; HNSCC: head and neck squamous cell carcinoma; HPV: human papillomavirus; MACS: model-based analysis of ChIP-seq; MBD-seq: methyl-CpG binding domain protein-enriched genome sequencing; NGSC: the Next Generation Sequencing Center; OPSCC: oropharyngeal squamous cell carcinoma; OSCC: oral squamous cell carcinoma; QMSP: quantitative methylation specific PCR; qPCR: quantitative real-time polymerase chain reaction; TCGA: The Cancer Genome Atlas; UPPP: uvulopalatopharyngoplasty Additional Supporting Information may be found in the online version of this article. Grant sponsor: National Cancer Institute; Grant numbers: P30 CA006973; Grant sponsor: National Institute of Dental and Craniofacial Research; Grant numbers: R01 DE023347 DOI: 10.1002/ijc.31778 History: Received 25 Mar 2018; Accepted 4 Jul 2018; Online 21 Sep 2018 Correspondence to: Joseph A. Califano, MD, Division of Otolaryngology - Head and Neck Surgery, Department of Surgery, University of California San Diego, 3855 Health Science Drive, MC 0803, La Jolla, CA 92093, USA; Tel.: 858-822-7766, Fax: 858-822-6232, E-mail: jcalifano@ucsd.edu
Publisher Copyright:
© 2018 UICC
PY - 2018/11/15
Y1 - 2018/11/15
N2 - Human papillomavirus (HPV)-related oropharyngeal squamous cell carcinoma (OPSCC) exhibits a different composition of epigenetic alterations. In this study, we identified differentially methylated regions (DMRs) with potential utility in screening for HPV-positive OPSCC. Genome wide DNA methylation was measured using methyl-CpG binding domain protein-enriched genome sequencing (MBD-seq) in 50 HPV-positive OPSCC tissues and 25 normal tissues. Fifty-one DMRs were defined with maximal methylation specificity to cancer samples. The Cancer Genome Atlas (TCGA) methylation array data was used to evaluate the performance of the proposed candidates. Supervised hierarchical clustering of 51 DMRs found that HPV-positive OPSCC had significantly higher DNA methylation levels compared to normal samples, and non-HPV-related head and neck squamous cell carcinoma (HNSCC). The methylation levels of all top 20 DNA methylation biomarkers in HPV-positive OPSCC were significantly higher than those in normal samples. Further confirmation using quantitative methylation specific PCR (QMSP) in an independent set of 24 HPV-related OPSCCs and 22 controls showed that 16 of the 20 candidates had significant higher methylation levels in HPV-positive OPSCC samples compared with controls. One candidate, OR6S1, had a sensitivity of 100%, while 17 candidates (KCNA3, EMBP1, CCDC181, DPP4, ITGA4, BEND4, ELMO1, SFMBT2, C1QL3, MIR129–2, NID2, HOXB4, ZNF439, ZNF93, VSTM2B, ZNF137P and ZNF773) had specificities of 100%. The prediction accuracy of the 20 candidates rang from 56.2% to 99.8% by receiver operating characteristic analysis. We have defined 20 highly specific DMRs in HPV-related OPSCC, which can potentially be applied to molecular-based detection tests and improve disease management.
AB - Human papillomavirus (HPV)-related oropharyngeal squamous cell carcinoma (OPSCC) exhibits a different composition of epigenetic alterations. In this study, we identified differentially methylated regions (DMRs) with potential utility in screening for HPV-positive OPSCC. Genome wide DNA methylation was measured using methyl-CpG binding domain protein-enriched genome sequencing (MBD-seq) in 50 HPV-positive OPSCC tissues and 25 normal tissues. Fifty-one DMRs were defined with maximal methylation specificity to cancer samples. The Cancer Genome Atlas (TCGA) methylation array data was used to evaluate the performance of the proposed candidates. Supervised hierarchical clustering of 51 DMRs found that HPV-positive OPSCC had significantly higher DNA methylation levels compared to normal samples, and non-HPV-related head and neck squamous cell carcinoma (HNSCC). The methylation levels of all top 20 DNA methylation biomarkers in HPV-positive OPSCC were significantly higher than those in normal samples. Further confirmation using quantitative methylation specific PCR (QMSP) in an independent set of 24 HPV-related OPSCCs and 22 controls showed that 16 of the 20 candidates had significant higher methylation levels in HPV-positive OPSCC samples compared with controls. One candidate, OR6S1, had a sensitivity of 100%, while 17 candidates (KCNA3, EMBP1, CCDC181, DPP4, ITGA4, BEND4, ELMO1, SFMBT2, C1QL3, MIR129–2, NID2, HOXB4, ZNF439, ZNF93, VSTM2B, ZNF137P and ZNF773) had specificities of 100%. The prediction accuracy of the 20 candidates rang from 56.2% to 99.8% by receiver operating characteristic analysis. We have defined 20 highly specific DMRs in HPV-related OPSCC, which can potentially be applied to molecular-based detection tests and improve disease management.
KW - differentially methylated regions
KW - epigenetics
KW - head and neck squamous cell carcinoma
KW - human papillomavirus
KW - oropharyngeal squamous cell carcinoma
UR - http://www.scopus.com/inward/record.url?scp=85053676389&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85053676389&partnerID=8YFLogxK
U2 - 10.1002/ijc.31778
DO - 10.1002/ijc.31778
M3 - Article
C2 - 30070359
AN - SCOPUS:85053676389
SN - 0020-7136
VL - 143
SP - 2425
EP - 2436
JO - International Journal of Cancer
JF - International Journal of Cancer
IS - 10
ER -