@article{86409f6a98604b0c938352f434918591,
title = "Methylated DNA markers of esophageal squamous cancer and dysplasia: An international study",
abstract = "Background: Discovery of methylated DNA markers (MDM) of esophageal squamous cell carcinoma (ESCC) has sparked interest in assessing these markers in tissue. We evaluated MDMs in ESCC from three geographically and ethnically distinct populations, and explored the feasibility of assaying MDMs from DNA obtained by swallowed balloon devices. Methods: MDMs were assayed in ESCC and normal tissues obtained from the populations of United States, Iran, and China, and from exfoliative cytology specimens obtained by balloons in a Chinese population. Areas under the receiver operating curve (AUC) of MDMs discriminating ESCC from normal tissues were calculated. Random forest prediction models were built, trained on U.S. cases and controls, and calibrated to U.S.-only controls (model 1) and three-country controls (model 2). Statistical tests were used to assess the relationship between dysplasia and MDM levels in balloons. Results: Extracted DNA from 333 ESCC and 322 normal tissues was analyzed, in addition to archival DNA from 98 balloons. For ESCC, model 1 validated in Iranian and Chinese tissues with AUCs of 0.90 and 0.87, and model 2 yielded AUCs of 0.99, 0.96, and 0.94 in tissues from the United States, Iran, and China, respectively. In Chinese balloons, MDMs showed a statistically significant trend of increasing levels with increasing grades of dysplasia (P < 0.004). Conclusions: MDMs accurately discriminate ESCC from normal esophagus in tissues obtained from high- and low-incidence countries. Preliminary data suggest that levels of MDMs assayed in DNA from swallowed balloon devices increase with dysplasia grade. Larger studies are needed to validate these results. Impact: MDMs coupled with minimally invasive collection methods have the potential for worldwide application in ESCC screening.",
author = "Yi Qin and William Taylor and Bamlet, {William R.} and Adharsh Ravindran and Alessia Buglioni and Xiaoming Cao and Foote, {Patrick H.} and Slettedahl, {Seth W.} and Mahoney, {Douglas W.} and Albert, {Paul S.} and Sungduk Kim and Nan Hu and Taylor, {Philip R.} and Arash Etemadi and Masoud Sotoudeh and Reza Malekzadeh and Abnet, {Christian C.} and Smyrk, {Thomas C.} and David Katzka and Topazian, {Mark D.} and Dawsey, {Sanford M.} and David Ahlquist and Kisiel, {John B.} and Iyer, {Prasad G.}",
note = "Funding Information: W. Taylor reports other from Exact Sciences (laboratory funding) during the conduct of the study, other from Exact Sciences (laboratory funding) outside the submitted work, and a patent for detecting esophageal disorders, 10435755, issued to Exact Sciences. X. Cao reports a patent for Exact Sciences licensed and with royalties paid from Mayo Agr.6244 (technology case N:2009-200). D.W. Mahoney reports a patent for 10435755 issued to Exact Sciences, is listed as an inventor on joint intellectual property of Mayo Clinic and Exact Sciences, and may receive royalties in accordance with Mayo Clinic policy. D. Ahlquist reports grants from Exact Sciences (Mayo Clinic and Exact Sciences have a formal collaborative agreement to develop novel cancer detection methods; some funding came from this source) during the conduct of the study; other from Exact Sciences (coinventor on multiple patents licensed to Exact Sciences from Mayo Clinic, and as per Mayo Clinic policy, any potential future royalties would be shared with inventors) outside the submitted work; a patent for detecting esophageal disorders, 10435755, issued and licensed to Exact Sciences (licensed to Exact Sciences by Mayo Clinic); and as part of a formal agreement between Mayo Clinic and Exact Sciences, has served as a scientific advisor to Exact Sciences. Exact Sciences played no role in the concept, design, conduct, or data interpretation of this study. J.B. Kisiel reports grants and other from Exact Sciences (royalties) during the conduct of the study; grants and other from Exact Sciences (royalties) outside the submitted work; as well as a patent for 10435755, detecting esophageal disorders, issued and licensed to Exact Sciences. P.G. Iyer reports grants from Exact Sciences (research funding) during the conduct of the study, as well as grants from Pentax Publisher Copyright: {\textcopyright} 2020 American Association for Cancer Research.",
year = "2020",
month = dec,
doi = "10.1158/1055-9965.EPI-20-0616",
language = "English (US)",
volume = "29",
pages = "2642--2650",
journal = "Cancer Epidemiology Biomarkers and Prevention",
issn = "1055-9965",
publisher = "American Association for Cancer Research Inc.",
number = "12",
}