CpG island methylation profile in non-invasive oral rinse samples is predictive of oral and pharyngeal carcinoma. Issue 1 (December 2015)
- Record Type:
- Journal Article
- Title:
- CpG island methylation profile in non-invasive oral rinse samples is predictive of oral and pharyngeal carcinoma. Issue 1 (December 2015)
- Main Title:
- CpG island methylation profile in non-invasive oral rinse samples is predictive of oral and pharyngeal carcinoma
- Authors:
- Langevin, Scott
Eliot, Melissa
Butler, Rondi
Cheong, Agnes
Zhang, Xiang
McClean, Michael
Koestler, Devin
Kelsey, Karl - Abstract:
- Abstract Background There are currently no screening tests in routine use for oral and pharyngeal cancer beyond visual inspection and palpation, which are provided on an opportunistic basis, indicating a need for development of novel methods for early detection, particularly in high-risk populations. We sought to address this need through comprehensive interrogation of CpG island methylation in oral rinse samples. Methods We used the Infinium HumanMethylation450 BeadArray to interrogate DNA methylation in oral rinse samples collected from 154 patients with incident oral or pharyngeal carcinoma prior to treatment and 72 cancer-free control subjects. Subjects were randomly allocated to either atraining or atesting set. For each subject, average methylation was calculated for each CpG island represented on the array. We applied a semi-supervised recursively partitioned mixture model to the CpG island methylation data to identify a classifier for prediction of case status in thetraining set. We then applied the resultant classifier to thetesting set for validation and to assess the predictive accuracy. Results We identified a methylation classifier comprised of 22 CpG islands, which predicted oral and pharyngeal carcinoma with a high degree of accuracy (AUC = 0.92, 95 % CI 0.86, 0.98). Conclusions This novel methylation panel is a strong predictor of oral and pharyngeal carcinoma case status in oral rinse samples and may have utility in early detection and post-treatmentAbstract Background There are currently no screening tests in routine use for oral and pharyngeal cancer beyond visual inspection and palpation, which are provided on an opportunistic basis, indicating a need for development of novel methods for early detection, particularly in high-risk populations. We sought to address this need through comprehensive interrogation of CpG island methylation in oral rinse samples. Methods We used the Infinium HumanMethylation450 BeadArray to interrogate DNA methylation in oral rinse samples collected from 154 patients with incident oral or pharyngeal carcinoma prior to treatment and 72 cancer-free control subjects. Subjects were randomly allocated to either atraining or atesting set. For each subject, average methylation was calculated for each CpG island represented on the array. We applied a semi-supervised recursively partitioned mixture model to the CpG island methylation data to identify a classifier for prediction of case status in thetraining set. We then applied the resultant classifier to thetesting set for validation and to assess the predictive accuracy. Results We identified a methylation classifier comprised of 22 CpG islands, which predicted oral and pharyngeal carcinoma with a high degree of accuracy (AUC = 0.92, 95 % CI 0.86, 0.98). Conclusions This novel methylation panel is a strong predictor of oral and pharyngeal carcinoma case status in oral rinse samples and may have utility in early detection and post-treatment follow-up. … (more)
- Is Part Of:
- Clinical epigenetics. Volume 7:Issue 1(2015)
- Journal:
- Clinical epigenetics
- Issue:
- Volume 7:Issue 1(2015)
- Issue Display:
- Volume 7, Issue 1 (2015)
- Year:
- 2015
- Volume:
- 7
- Issue:
- 1
- Issue Sort Value:
- 2015-0007-0001-0000
- Page Start:
- 1
- Page End:
- 12
- Publication Date:
- 2015-12
- Subjects:
- Head and neck cancer -- DNA methylation -- Biomarkers -- Infinium -- Mouthwash
Epigenesis -- Periodicals
Genetic regulation -- Periodicals
Human cytogenetics -- Periodicals
Human molecular genetics -- Periodicals
Cancer -- Genetic aspects -- Periodicals
611.01816 - Journal URLs:
- http://www.springerlink.com/content/1868-7075/ ↗
http://www.springer.com/gb/ ↗ - DOI:
- 10.1186/s13148-015-0160-7 ↗
- Languages:
- English
- ISSNs:
- 1868-7075
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3286.284250
British Library DSC - BLDSS-3PM
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