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Show 44 4.5 Conclusion Protein biomarkers in esophageal secretions are a feasible noninvasive diagnostic modality for eosinophilic esophagitis. These biomarkers can be discovered by analyzing RNAseq data with machine learning algorithms. 4.6 References [1] Jacob Robson, Molly O’Gorman, Amber McClain, Krishna Mutyala, Cassandra Davis, Carlos Barbagelata, Justin Wheeler, Rafael Firszt, Ken Smith, Raza Patel, Kathryn Peterson, Amy Lowichik, and Stephen Guthery. Incidence and Prevalence of Pediatric Eosinophilic Esophagitis in Utah Based on a 5-Year Population-Based Study. Clinical Gastroenterology and Hepatology, 17(1):107–114.e1, Jan 2019. [2] Evan S Dellon, Hannah P Kim, Sarah L W Sperry, David A Rybnicek, John T Woosley, and Nicholas J Shaheen. A phenotypic analysis shows that eosinophilic esophagitis is a progressive fibrostenotic disease. Gastrointestinal Endoscopy, 79(4):577–585.e4, 2014. [3] Elizabeth T Jensen, Michael D Kappelman, Christopher F Martin, and Evan S Dellon. Health-care utilization, costs, and the burden of disease related to eosinophilic esophagitis in the United States. The American Journal of Gastroenterology, 110(5):626– 632, May 2015. [4] Benjamin F Sallis, Lena Erkert, Sherezade Moñino-Romero, Utkucan Acar, Rina Wu, Liza Konnikova, Willem S Lexmond, Matthew J Hamilton, W Augustine Dunn, Zsolt Szepfalusi, Jon A Vanderhoof, Scott B Snapper, Jerrold R Turner, Jeffrey D Goldsmith, Lisa A Spencer, Samuel Nurko, and Edda Fiebiger. An algorithm for the classification of mRNA patterns in eosinophilic esophagitis: Integration of machine learning. The Journal of Allergy and Clinical Immunology, 141(4):1354–1364.e9, Apr 2018. [5] Hedieh Saffari, Kristin M Leiferman, Frederic Clayton, Krista Baer, Leonard F Iii Pease, Gerald J Gleich, and Kathryn A Peterson. Measurement of Inflammation in Eosinophilic Esophagitis Using an Eosinophil Peroxidase Assay. The American Journal of Gastroenterology, 111(7):933–939, Jul 2016. [6] Kathryn A Peterson, Masaaki Yoshigi, Mark W Hazel, Don A Delker, Edwin Lin, Chaya Krishnamurthy, Nicholas Consiglio, Jacob Robson, Mark Yandell, and Frederic Clayton. RNA sequencing confirms similarities between PPI-responsive oesophageal eosinophilia and eosinophilic oesophagitis. Alimentary Pharmacology & Therapeutics, 102:1301, Jun 2018. [7] Ting Wen and Marc E Rothenberg. Clinical Applications of the Eosinophilic Esophagitis Diagnostic Panel. Frontiers in Medicine, 4:108, 2017. [8] David A Katzka, Thomas C Smyrk, Jeffrey A Alexander, Debra M Geno, RoseMary A Beitia, Audrey O Chang, Nicholas J Shaheen, Rebecca C Fitzgerald, and Evan S Dellon. Accuracy and Safety of the Cytosponge for Assessing Histologic Activity in Eosinophilic Esophagitis: A Two-Center Study. The American Journal of Gastroenterology, 112(10):1538–1544, Oct 2017. |