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  • Original Article
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Analysis and expansion of the eosinophilic esophagitis transcriptome by RNA sequencing

Abstract

Eosinophilic esophagitis (EoE) is an allergic inflammatory disorder of the esophagus that is compounded by genetic predisposition and hypersensitivity to environmental antigens. Using high-density oligonucleotide expression chips, a disease-specific esophageal transcript signature was identified and was shown to be largely reversible with therapy. In an effort to expand the molecular signature of EoE, we performed RNA sequencing on esophageal biopsies from healthy controls and patients with active EoE and identified a total of 1607 significantly dysregulated transcripts (1096 upregulated, 511 downregulated). When clustered by raw expression levels, an abundance of immune cell-specific transcripts are highly induced in EoE but expressed at low (or undetectable) levels in healthy controls. Moreover, 66% of the gene signature identified by RNA sequencing was previously unrecognized in the EoE transcript signature by microarray-based expression profiling and included several long non-coding RNAs (lncRNA), an emerging class of transcriptional regulators. The lncRNA BRAF-activated non-protein coding RNA (BANCR) was upregulated in EoE and induced in interleukin-13 (IL-13)–treated primary esophageal epithelial cells. Repression of BANCR significantly altered the expression of IL-13–induced proinflammatory genes. Together, these data comprise new potential biomarkers of EoE and demonstrate a novel role for lncRNAs in EoE and IL-13–associated responses.

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References

  1. Sherrill JD, Rothenberg ME . Genetic dissection of eosinophilic esophagitis provides insight into disease pathogenesis and treatment strategies. J Allergy Clin Immunol 2011; 128: 23–32.

    Article  CAS  Google Scholar 

  2. Noel RJ, Putnam PE, Rothenberg ME . Eosinophilic esophagitis. N Engl J Med 2004; 351: 940–941.

    Article  CAS  Google Scholar 

  3. Noel RJ, Rothenberg ME . Eosinophilic esophagitis. Curr Opin Pediatr 2005; 17: 690–694.

    Article  Google Scholar 

  4. Ronkainen J, Talley NJ, Aro P, Storskrubb T, Johansson SE, Lind T et al. Prevalence of oesophageal eosinophils and eosinophilic oesophagitis in adults: the population-based Kalixanda study. Gut 2007; 56: 615–620.

    Article  Google Scholar 

  5. Blanchard C, Wang N, Stringer KF, Mishra A, Fulkerson PC, Abonia JP et al. Eotaxin-3 and a uniquely conserved gene-expression profile in eosinophilic esophagitis. J Clin Invest 2006; 116: 536–547.

    Article  CAS  Google Scholar 

  6. Blanchard C, Mingler MK, Vicario M, Abonia JP, Wu YY, Lu TX et al. IL-13 involvement in eosinophilic esophagitis: transcriptome analysis and reversibility with glucocorticoids. J Allergy Clin Immunol 2007; 120: 1292–1300.

    Article  CAS  Google Scholar 

  7. Marioni JC, Mason CE, Mane SM, Stephens M, Gilad Y . RNA-seq: an assessment of technical reproducibility and comparison with gene expression arrays. Genome Res 2008; 18: 1509–1517.

    Article  CAS  Google Scholar 

  8. Schultheis PJ, Clarke LL, Meneton P, Miller ML, Soleimani M, Gawenis LR et al. Renal and intestinal absorptive defects in mice lacking the NHE3 Na+/H+ exchanger. Nat Genet 1998; 19: 282–285.

    Article  CAS  Google Scholar 

  9. Guttman M, Rinn JL . Modular regulatory principles of large non-coding RNAs. Nature 2012; 482: 339–346.

    Article  CAS  Google Scholar 

  10. Flockhart RJ, Webster DE, Qu K, Mascarenhas N, Kovalski J, Kretz M et al. BRAFV600E remodels the melanocyte transcriptome and induces BANCR to regulate melanoma cell migration. Genome Res 2012; 22: 1006–1014.

    Article  CAS  Google Scholar 

  11. Lu TX, Sherrill JD, Wen T, Plassard AJ, Besse JA, Abonia JP et al. MicroRNA signature in patients with eosinophilic esophagitis, reversibility with glucocorticoids, and assessment as disease biomarkers. J Allergy Clin Immunol 2012; 129: 1064–75 e9.

    Article  CAS  Google Scholar 

  12. Lu TX, Lim EJ, Wen T, Plassard AJ, Hogan SP, Martin LJ et al. MiR-375 is downregulated in epithelial cells after IL-13 stimulation and regulates an IL-13-induced epithelial transcriptome. Mucosal Immunol 2012; 5: 388–396.

    Article  CAS  Google Scholar 

  13. Lu S, Mukkada VA, Mangray S, Cleveland K, Shillingford N, Schorl C et al. MicroRNA profiling in mucosal biopsies of eosinophilic esophagitis patients pre and post treatment with steroids and relationship with mRNA targets. PLoS ONE 2012; 7: e40676.

    Article  CAS  Google Scholar 

  14. Bhattacharya B, Carlsten J, Sabo E, Kethu S, Meitner P, Tavares R et al. Increased expression of eotaxin-3 distinguishes between eosinophilic esophagitis and gastroesophageal reflux disease. Hum Pathol 2007; 38: 1744–1753.

    Article  CAS  Google Scholar 

  15. Carpenter S, Aiello D, Atianand MK, Ricci EP, Gandhi P, Hall LL et al. A long noncoding RNA mediates both activation and repression of immune response genes. Science 2013; 341: 789–792.

    Article  CAS  Google Scholar 

  16. Derrien T, Johnson R, Bussotti G, Tanzer A, Djebali S, Tilgner H et al. The GENCODE v7 catalog of human long noncoding RNAs: analysis of their gene structure, evolution, and expression. Genome Res 2012; 22: 1775–1789.

    Article  CAS  Google Scholar 

  17. Harrow J, Frankish A, Gonzalez JM, Tapanari E, Diekhans M, Kokocinski F et al. GENCODE: the reference human genome annotation for The ENCODE Project. Genome Res 2012; 22: 1760–1774.

    Article  CAS  Google Scholar 

  18. Khalil AM, Guttman M, Huarte M, Garber M, Raj A, Rivea Morales D et al. Many human large intergenic noncoding RNAs associate with chromatin-modifying complexes and affect gene expression. Proc Natl Acad Sci USA 2009; 106: 11667–11672.

    Article  CAS  Google Scholar 

  19. Guttman M, Amit I, Garber M, French C, Lin MF, Feldser D et al. Chromatin signature reveals over a thousand highly conserved large non-coding RNAs in mammals. Nature 2009; 458: 223–227.

    Article  CAS  Google Scholar 

  20. Mercer TR, Dinger ME, Mattick JS . Long non-coding RNAs: insights into functions. Nat Rev Genet 2009; 10: 155–159.

    Article  CAS  Google Scholar 

  21. Wang KC, Chang HY . Molecular mechanisms of long noncoding RNAs. Mol Cell 2011; 43: 904–914.

    Article  CAS  Google Scholar 

  22. Kretz M, Siprashvili Z, Chu C, Webster DE, Zehnder A, Qu K et al. Control of somatic tissue differentiation by the long non-coding RNA TINCR. Nature 2013; 493: 231–235.

    Article  CAS  Google Scholar 

  23. Blanchard C, Stucke EM, Burwinkel K, Caldwell JM, Collins MH, Ahrens A et al. Coordinate interaction between IL-13 and epithelial differentiation cluster genes in eosinophilic esophagitis. J Immunol 2010; 184: 4033–4041.

    Article  CAS  Google Scholar 

  24. Sherrill JD, Kc K, Wu D, Djukic Z, Caldwell JM, Stucke EM et al. Desmoglein-1 regulates esophageal epithelial barrier function and immune responses in eosinophilic esophagitis. Mucosal Immunol 2013; 7: 718–729.

    Article  Google Scholar 

  25. Andl CD, Mizushima T, Nakagawa H, Oyama K, Harada H, Chruma K et al. Epidermal growth factor receptor mediates increased cell proliferation, migration, and aggregation in esophageal keratinocytes in vitro and in vivo. J Biol Chem 2003; 278: 1824–1830.

    Article  CAS  Google Scholar 

  26. Harada H, Nakagawa H, Oyama K, Takaoka M, Andl CD, Jacobmeier B et al. Telomerase induces immortalization of human esophageal keratinocytes without p16INK4a inactivation. Mol Cancer Res 2003; 1: 729–738.

    CAS  PubMed  Google Scholar 

  27. Trapnell C, Roberts A, Goff L, Pertea G, Kim D, Kelley DR et al. Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks. Nat Protoc 2012; 7: 562–578.

    Article  CAS  Google Scholar 

  28. Langmead B, Trapnell C, Pop M, Salzberg SL . Ultrafast and memory-efficient alignment of short DNA sequences to the human genome. Genome Biol 2009; 10: R25.

    Article  Google Scholar 

  29. Garber M, Grabherr MG, Guttman M, Trapnell C . Computational methods for transcriptome annotation and quantification using RNA-seq. Nat Methods 2011; 8: 469–477.

    Article  CAS  Google Scholar 

  30. Sherrill JD, Gao PS, Stucke EM, Blanchard C, Collins MH, Putnam PE et al. Variants of thymic stromal lymphopoietin and its receptor associate with eosinophilic esophagitis. J Allergy Clin Immunol 2010; 126: 160–5 e3.

    Article  CAS  Google Scholar 

  31. Chen J, Bardes EE, Aronow BJ, Jegga AG . ToppGene Suite for gene list enrichment analysis and candidate gene prioritization. Nucleic Acids Res 2009; 37 (Web Server issue): W305–W311.

    Article  CAS  Google Scholar 

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Acknowledgements

This work was supported in part by NIH U19 AI070235, NIH R01 DK076893, the PHS Grant P30 DK0789392 and the Campaign Urging Research for Eosinophilic Disease (CURED) Foundation, and the Angels for Eosinophilic Research Foundation. JDS was supported by the Thrasher Research Fund Early Career Award (NR-0171). We would like to thank Dr Anil Rustgi (University of Pennsylvania, Pennsylvania, PA, USA) for the EPC2-hTERT cell line and Dr Paul Khavari (Stanford University, Stanford, CA, USA) for supplying the BANCR shRNA lentiviral plasmids. We would also like to thank Shawna Hottinger for editorial assistance, all of the participating families and clinical research staff of the Cincinnati Center for Eosinophilic Disorders and members of the Division of Allergy and Immunology.

Author contributions

JDS, CB, BJA and MER were involved in study concept and design. JDS, KKC, CB, EMS and KAK were involved in data acquisition and/or sample preparation. MHC, JPA, PEP, VAM, AJP, SAK and JPK collected patient samples or provided histopathological analyses thereof. AJP, PJD and BJA performed computational analysis of RNA sequencing reads. JDS, AJP, PJD, RAK, BJA and MER were involved in data analysis and interpretation and the writing and critical revision of the manuscript. BJA and MER supervised the overall study.

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Correspondence to M E Rothenberg.

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MER is a consultant for Immune Therapeutics and has an equity interest in reslizumab (Teva Pharmaceuticals) and is a consultant for Immune Pharmaceuticals, Pluristem Pharmaceuticals, Novartis and Receptos. The remaining authors declare no conflict of interest.

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Sherrill, J., KC, K., Blanchard, C. et al. Analysis and expansion of the eosinophilic esophagitis transcriptome by RNA sequencing. Genes Immun 15, 361–369 (2014). https://doi.org/10.1038/gene.2014.27

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